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ORCIDCoRR, December 2017
- Ahmad Chaddad, Behnaz Naisiri, Marco Pedersoli, Eric Granger, Christian Desrosiers, Matthew Toews:
Modeling Information Flow Through Deep Neural Networks. - Martin Klissarov, Pierre-Luc Bacon, Jean Harb, Doina Precup:
Learnings Options End-to-End for Continuous Action Tasks. - Shangtong Zhang, Osmar R. Zaïane:
Comparing Deep Reinforcement Learning and Evolutionary Methods in Continuous Control. - You Jin Kim, Yun-Geun Lee, Jeong-Whun Kim, Jin Joo Park, Borim Ryu, Jung-Woo Ha:
Highrisk Prediction from Electronic Medical Records via Deep Attention Networks. - Genevieve Flaspohler, Nicholas Roy, Yogesh A. Girdhar:
Feature discovery and visualization of robot mission data using convolutional autoencoders and Bayesian nonparametric topic models. - Meng-Hsi Chen, Min Dong, Ben Liang:
Resource Sharing of a Computing Access Point for Multi-user Mobile Cloud Offloading with Delay Constraints. - Xavier Roynard, Jean-Emmanuel Deschaud, François Goulette:
Paris-Lille-3D: a large and high-quality ground truth urban point cloud dataset for automatic segmentation and classification. - Ke Sun, Kartik Mohta, Bernd Pfrommer, Michael Watterson, Sikang Liu, Yash Mulgaonkar, Camillo J. Taylor, Vijay Kumar:
Robust Stereo Visual Inertial Odometry for Fast Autonomous Flight. - Navaneeth K. Kottayil, Irene Cheng, Frédéric Dufaux, Anup Basu:
A Color Intensity Invariant Low Level Feature Optimization Framework for Image Quality Assessment. - Hussam Hamdan, Jean-Gabriel Ganascia:
Graph Centrality Measures for Boosting Popularity-Based Entity Linking. - Navaneeth Kamballur Kottayil, Rositsa Bogdanova, Irene Cheng, Anup Basu, Bin Zheng:
Investigation of Gaze Patterns in Multi View Laparoscopic Surgery. - Jiaxin Peng, Shuai Sun, Vikram K. Narayana, Volker J. Sorger, Tarek A. El-Ghazawi:
Integrated Nanophotonics Architecture for Residue Number System Arithmetic. - Lily Hu, Yiling Chen:
A Short-term Intervention for Long-term Fairness in the Labor Market. - Zeinab Noorian, Chloé Pou-Prom, Frank Rudzicz:
On the importance of normative data in speech-based assessment. - Shuo Liu, Zheng Liu:
Multi-Channel CNN-based Object Detection for Enhanced Situation Awareness. - Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu:
Machine Learning and Manycore Systems Design: A Serendipitous Symbiosis. - Haoci Zhang, Thibault Sellam, Eugene Wu:
Mining Precision Interfaces From Query Logs. - Huaizu Jiang, Deqing Sun, Varun Jampani, Ming-Hsuan Yang, Erik G. Learned-Miller, Jan Kautz:
Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation. - Gurjot Singh, Stephen R. Ellis, J. Edward Swan II:
The Effect of Focal Distance, Age, and Brightness on Near-Field Augmented Reality Depth Matching. - Tianyi Li, Min Dong:
Residential Energy Storage Management with Bidirectional Energy Control. - Behrooz Mahasseni, Xiaodong Yang, Pavlo Molchanov, Jan Kautz:
Budget-Aware Activity Detection with A Recurrent Policy Network. - Hazer Inaltekin, Maria Gorlatova, Mung Chiang:
Virtualized Control over Fog: Interplay Between Reliability and Latency. - Zelun Luo, Lu Jiang, Jun-Ting Hsieh, Juan Carlos Niebles, Li Fei-Fei:
Graph Distillation for Action Detection with Privileged Information. - Rui Zhu, Chaoyang Wang, Chen-Hsuan Lin, Ziyan Wang, Simon Lucey:
Semantic Photometric Bundle Adjustment on Natural Sequences. - Yanjun Li, Kiryung Lee, Yoram Bresler:
Blind Gain and Phase Calibration via Sparse Spectral Methods. - Yajiao Dong, Jianguo Li:
Video retrieval based on deep convolutional neural network. - Himel Dev, Chase Geigle, Qingtao Hu, Jiahui Zheng, Hari Sundaram:
Size Does Matter: Why Knowledge Markets Can Fail at Scale! - Zhu Wang, Bin Guo, Zhiwen Yu, Xingshe Zhou:
Wi-Fi CSI based Behavior Recognition: From Signals, Actions to Activities. - Hye Won Chung, Ji Oon Lee, Alfred O. Hero III:
Fundamental Limits on Data Acquisition: Trade-offs between Sample Complexity and Query Difficulty. - Yeong-Jun Cho, Kuk-Jin Yoon:
Distance-based Camera Network Topology Inference for Person Re-identification. - Yiding Yu, Taotao Wang, Soung Chang Liew:
Deep-Reinforcement Learning Multiple Access for Heterogeneous Wireless Networks. - Alexandre Yahi, Rami Vanguri, Noémie Elhadad, Nicholas P. Tatonetti:
Generative Adversarial Networks for Electronic Health Records: A Framework for Exploring and Evaluating Methods for Predicting Drug-Induced Laboratory Test Trajectories. - Zhuo Li, Lijuan Xing, Ba-Zhong Shen:
Capacity-Achievability of Polar Codes and Precoded Polar Codes under List Decoding: They are Good both Practically and Theoretically. - Sungkyun Chang, Juheon Lee, Sang Keun Choe, Kyogu Lee:
Audio Cover Song Identification using Convolutional Neural Network. - Heng Wang, Zengchang Qin, Tao Wan:
Text Generation Based on Generative Adversarial Nets with Latent Variable. - Wenbo Zhao, Yang Gao, Rita Singh:
Speaker identification from the sound of the human breath. - Chaoyang Wang, José Miguel Buenaposada, Rui Zhu, Simon Lucey:
Learning Depth from Monocular Videos using Direct Methods. - Jason Bernard, Ian McQuillan:
New Techniques for Inferring L-Systems Using Genetic Algorithm. - Kelly Peterson, Ognjen Rudovic, Ricardo Guerrero, Rosalind W. Picard:
Personalized Gaussian Processes for Future Prediction of Alzheimer's Disease Progression. - Chang-Ryeol Lee, Kuk-Jin Yoon:
Inertial-aided Rolling Shutter Relative Pose Estimation. - Seung-Hwan Bae, Youngwan Lee, Youngjoo Jo, Yuseok Bae, Joong-won Hwang:
Rank of Experts: Detection Network Ensemble. - Ayesha Muqaddas, Muaz A. Niazi:
Modeling the Multiple Sclerosis Brain Disease Using Agents: What Works and What Doesn't? - Alican Bozkurt, Kivanç Köse, Jaume Coll-Font, Christi Alessi-Fox, Dana H. Brooks, Jennifer G. Dy, Milind Rajadhyaksha:
Delineation of Skin Strata in Reflectance Confocal Microscopy Images using Recurrent Convolutional Networks with Toeplitz Attention. - Hee Jung Ryu, Margaret Mitchell, Hartwig Adam:
Improving Smiling Detection with Race and Gender Diversity. - Norhaida Hussain, Hamimah Ujir, Irwandi Hipiny, Jacey-Lynn Minoi:
3D Facial Action Units Recognition for Emotional Expression. - Zhuotun Zhu, Yingda Xia, Wei Shen, Elliot K. Fishman, Alan L. Yuille:
A 3D Coarse-to-Fine Framework for Automatic Pancreas Segmentation. - Kai Fan, Qi Wei, Wenlin Wang, Amit Chakraborty, Katherine A. Heller:
InverseNet: Solving Inverse Problems with Splitting Networks. - Alessandro De Palma, Erik Hemberg, Una-May O'Reilly:
Distributed Stratified Locality Sensitive Hashing for Critical Event Prediction in the Cloud. - Huaiguang Jiang, Yingchen Zhang, Yuche Chen, Changhong Zhao, Jin Tan:
Power-Traffic Coordinated Operation for Bi-Peak Shaving and Bi-Ramp Smoothing -A Hierarchical Data-Driven Approach. - Zifeng Wu, Chunhua Shen, Anton van den Hengel:
Real-time Semantic Image Segmentation via Spatial Sparsity. - Toshiya Itoh, Yoshinori Takei:
Closed Formulas of the Arithmetic Mean Component Competitive Ratio for the 3-Objective and 4-Objective Time Series Search Problems. - Chong Di:
A double competitive strategy based learning automata algorithm. - Rafael Ballester-Ripoll, Enrique G. Paredes, Renato Pajarola:
Sobol Tensor Trains for Global Sensitivity Analysis. - Bin Han, Stan Wong, Christian Mannweiler, Marcos Rates Crippa, Hans D. Schotten:
Reliable Distributed Authentication in Multi-Access Mobile Edge Computing. - Yi Liu, Yun Ma, Xuanzhe Liu:
Flexible Installability of Android Apps with App-level Virtualization based Decomposition. - Yi Liu:
Demystifying Mobile Web Browsing under Multiple Protocols. - Morad Behandish, Horea T. Ilies:
Shape Complementarity Analysis for Objects of Arbitrary Shape. - Sven Amann, Hoan Anh Nguyen, Sarah Nadi, Tien N. Nguyen, Mira Mezini:
A Systematic Evaluation of API-Misuse Detectors. - Yue Sun, Jintao Wang, Changyong Pan, Longzhuang He, Bo Ai:
Spatial Modulation Aided Layered Division Multiplexing: A Spectral Efficiency Perspective. - Thanh Hai Nguyen
, Yann Chevaleyre, Edi Prifti, Nataliya Sokolovska, Jean-Daniel Zucker:
Deep Learning for Metagenomic Data: using 2D Embeddings and Convolutional Neural Networks. - Bernd Finkbeiner, Felix Klein, Ruzica Piskac, Mark Santolucito:
Temporal Stream Logic: Synthesis beyond the Bools. - Sebastian Sudholt, Neha Gurjar, Gernot A. Fink:
Learning Deep Representations for Word Spotting Under Weak Supervision. - Matej Konecný, Stanislav Kucera, Jana Novotná, Jakub Pekárek, Martin Smolík, Jakub Tetek, Martin Töpfer:
On the Simultaneous Minimum Spanning Trees Problem. - Tycho Max Sylvester Tax, Jose Luis Diez Antich, Hendrik Purwins, Lars Maaløe:
Utilizing Domain Knowledge in End-to-End Audio Processing. - Or Litany, Alexander M. Bronstein, Michael M. Bronstein, Ameesh Makadia:
Deformable Shape Completion with Graph Convolutional Autoencoders. - Nikolay Jetchev, Urs Bergmann, Calvin Seward:
GANosaic: Mosaic Creation with Generative Texture Manifolds. - Balazs Pejo, Qiang Tang, Afonso Arriaga:
Together or Alone: The Price of Privacy in Joint Learning. - Steve Alpern, J. V. Howard:
A Short Solution to the Many-Player Silent Duel with Arbitrary Consolation Prize. - Hongfei Fu, Yi Li, Jianlin Li, Lijun Zhang:
Verifying Probabilistic Timed Automata Against Omega-Regular Dense-Time Properties. - Abhinav Kumar, Shantanu Gupta, Vladimir Kozitsky, Sriganesh Madhvanath:
Neural Signatures for Licence Plate Re-identification. - Leonid Barenboim, Michael Elkin, Uri Goldenberg:
Locally-Iterative Distributed (Delta + 1)-Coloring below Szegedy-Vishwanathan Barrier, and Applications to Self-Stabilization and to Restricted-Bandwidth Models. - Ajay Bhardwaj, Samar Agnihotri:
Energy- and Spectral- Efficiency Tradeoff for D2D-Multicasts in Underlay Cellular Networks. - Jakub M. Tomczak, Maximilian Ilse, Max Welling:
Deep Learning with Permutation-invariant Operator for Multi-instance Histopathology Classification. - Marc Oliu, Javier Selva, Sergio Escalera:
Folded Recurrent Neural Networks for Future Video Prediction. - Dariusz Dereniowski, Andrzej Lingas, Dorota Osula, Mia Persson, Pawel Zylinski:
The Snow Team Problem (Clearing Directed Subgraphs by Mobile Agents). - Vahid Mirjalili, Sebastian Raschka, Anoop M. Namboodiri, Arun Ross:
Semi-Adversarial Networks: Convolutional Autoencoders for Imparting Privacy to Face Images. - Fabio Paolizzo:
Enabling Embodied Analogies in Intelligent Music Systems. - Ashkan Sadeghi-Mobarakeh, Abbas Rajabi-Ghahnavieh, Hossein Haghighat:
A bilevel approach for optimal contract pricing of independent dispatchable DG units in distribution networks. - Jian Zhang, Yuxin Peng, Mingkuan Yuan:
Unsupervised Generative Adversarial Cross-modal Hashing. - Adrien Lagrange, Mathieu Fauvel, Stéphane May, Nicolas Dobigeon:
Hierarchical Bayesian image analysis: from low-level modeling to robust supervised learning. - Matthias Althoff:
Reachability Analysis of Large Linear Systems with Uncertain Inputs in the Krylov Subspace. - Rakibul Islam Rony, Akshay Jain, Elena López-Aguilera, Eduard Garcia Villegas, Ilker Demirkol:
Joint Access-Backhaul Perspective on Mobility Management in 5G Networks. - Andreas K. Maier, Frank Schebesch, Christopher Syben, Tobias Würfl, Stefan Steidl, Jang Hwan Choi, Rebecca Fahrig:
Precision Learning: Towards Use of Known Operators in Neural Networks. - Arpita Baral, Abhilash Gondane, Sanjib Sadhu, Priya Ranjan Sinha Mahapatra:
Maximum-width Axis-Parallel Empty Rectangular Annulus. - Alexios Balatsoukas-Stimming, Tomasz Podzorny, Jan Uythoven:
Polar Coding for the Large Hadron Collider: Challenges in Code Concatenation. - Aishwarya Agrawal, Dhruv Batra, Devi Parikh, Aniruddha Kembhavi:
Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering. - Fabio Pardo, Arash Tavakoli, Vitaly Levdik, Petar Kormushev:
Time Limits in Reinforcement Learning. - Michael Figurnov, Artem Sobolev, Dmitry P. Vetrov:
Probabilistic Adaptive Computation Time. - Eugenio Alcalá, Vicenç Puig, Joseba Quevedo, Teresa Escobet:
Gain Scheduling LPV Control Scheme for the Autonomous Guidance Problem using a Dynamic Modelling Approach. - Ricardo Brito, Alonso Rodríguez-Navarro:
Research assessment by percentile-based double rank analysis. - Jaber J. Hasbestan, Inanc Senocak:
Binarized octree generation for Cartesian adaptive mesh refinement around immersed geometries. - Joel Hestness, Sharan Narang, Newsha Ardalani, Gregory F. Diamos, Heewoo Jun, Hassan Kianinejad, Md. Mostofa Ali Patwary, Yang Yang, Yanqi Zhou:
Deep Learning Scaling is Predictable, Empirically. - Jordi Vallverdú, Òscar Castro Garcia, Richard Mayne, Max Talanov, Michael Levin, Frantisek Baluska, Yukio-Pegio Gunji, Audrey Dussutour, Hector Zenil, Andrew Adamatzky:
Slime mould: the fundamental mechanisms of cognition. - M. Scot Breitenfeld, Neil Fortner, Jordan Henderson, Jérome Soumagne, Mohamad Chaarawi, Johann Lombardi, Quincey Koziol:
DAOS for Extreme-scale Systems in Scientific Applications. - Debanshu Ratha, Avik Bhattacharya, Alejandro C. Frery:
Unsupervised Classification of PolSAR Data Using a Scattering Similarity Measure Derived from a Geodesic Distance. - Oliver Bent, Sekou L. Remy, Stephen J. Roberts, Aisha Walcott-Bryant:
Novel Exploration Techniques (NETs) for Malaria Policy Interventions. - Zhishuai Zhang, Siyuan Qiao, Cihang Xie, Wei Shen, Bo Wang, Alan L. Yuille:
Single-Shot Object Detection with Enriched Semantics. - Nikola Banic, Sven Loncaric:
Unsupervised Learning for Color Constancy. - Xiaoyu Liu, Diyu Yang, Aly El Gamal:
Deep Neural Network Architectures for Modulation Classification. - Eirik Keilegavlen, Alessio Fumagalli, Runar Berge, Ivar Stefansson, Inga Berre:
PorePy: An Open-Source Simulation Tool for Flow and Transport in Deformable Fractured Rocks. - Samaneh Nasiri Ghosheh Bolagh, Gari D. Clifford:
Subject Selection on a Riemannian Manifold for Unsupervised Cross-subject Seizure Detection. - Zak Murez, Soheil Kolouri, David J. Kriegman, Ravi Ramamoorthi, Kyungnam Kim:
Image to Image Translation for Domain Adaptation. - Abhinav Gupta, Yajie Miao, Leonardo Neves, Florian Metze:
Visual Features for Context-Aware Speech Recognition. - Onur Ozdemir, Benjamin Woodward, Andrew A. Berlin:
Propagating Uncertainty in Multi-Stage Bayesian Convolutional Neural Networks with Application to Pulmonary Nodule Detection. - Karthik Ramachandra, Kwanghyun Park, K. Venkatesh Emani, Alan Halverson, César A. Galindo-Legaria, Conor Cunningham:
Optimization of Imperative Programs in a Relational Database. - Michael C. Hughes, Gabriel Hope, Leah Weiner, Thomas H. McCoy Jr., Roy H. Perlis, Erik B. Sudderth, Finale Doshi-Velez:
Prediction-Constrained Topic Models for Antidepressant Recommendation. - Rui Luo, Weinan Zhang, Xiaojun Xu, Jun Wang:
A Neural Stochastic Volatility Model. - Janani Kalyanam, Timothy Mackey:
Detection and Characterization of Illegal Marketing and Promotion of Prescription Drugs on Twitter. - Jumana Dakka, Pouya Bashivan, Mina Gheiratmand, Irina Rish, Shantenu Jha, Russell Greiner:
Learning Neural Markers of Schizophrenia Disorder Using Recurrent Neural Networks. - Paulo André Sperandio Giacomin, Elder Moreira Hemerly:
An Optimal Algorithm for Changing from Latitudinal to Longitudinal Formation of Autonomous Aircraft Squadrons. - Samaneh Azadi, Matthew Fisher, Vladimir G. Kim, Zhaowen Wang, Eli Shechtman, Trevor Darrell:
Multi-Content GAN for Few-Shot Font Style Transfer. - Thang Nguyen, Holly Warner, Hung M. La, Hanieh Mohammadi, Dan Simon, Hanz Richter:
State Estimation For An Agonistic-Antagonistic Muscle System. - Vikram Krishnamurthy, Anup Aprem, Sujay Bhatt:
Multiple Stopping Time POMDPs: Structural Results & Application in Interactive Advertising in Social Media. - Guy Blanc, Steffen Rendle:
Adaptive Sampled Softmax with Kernel Based Sampling. - Vinitha Ranganeni, Oren Salzman, Maxim Likhachev:
Effective Footstep Planning for Humanoids Using Homotopy-Class Guidance. - Haojun Yang, Kan Zheng, Long Zhao, Kuan Zhang, Periklis Chatzimisios, Yong Teng:
High Reliability and Low Latency for Vehicular Networks: Challenges and Solutions. - Jeemin Kim, Jihong Park, Seunghwan Kim, Seong-Lyun Kim, Ki Won Sung, Kwang Soon Kim:
Millimeter-Wave Interference Avoidance via Building-Aware Associations. - Yuankai Huo, Zhoubing Xu, Shunxing Bao, Camilo Bermudez, Andrew J. Plassard, Jiaqi Liu, Yuang Yao, Albert Assad, Richard G. Abramson, Bennett A. Landman:
Splenomegaly Segmentation using Global Convolutional Kernels and Conditional Generative Adversarial Networks. - Yuankai Huo, Shunxing Bao, Prasanna Parvathaneni, Bennett A. Landman:
Improved Stability of Whole Brain Surface Parcellation with Multi-Atlas Segmentation. - Tim Miller, Piers Howe, Liz Sonenberg:
Explainable AI: Beware of Inmates Running the Asylum Or: How I Learnt to Stop Worrying and Love the Social and Behavioural Sciences. - Haojun Yang, Long Zhao, Lei Lei, Kan Zheng:
A Two-Stage Allocation Scheme for Delay-Sensitive Services in Dense Vehicular Networks. - Qing Tang, Hang Long, Haojun Yang, Yuli Li:
An Enhanced LMMSE Channel Estimation under High Speed Railway Scenarios. - Aaron Tuor, Ryan Baerwolf, Nicolas Knowles, Brian Hutchinson, Nicole Nichols, Robert Jasper:
Recurrent Neural Network Language Models for Open Vocabulary Event-Level Cyber Anomaly Detection. - Chanh Nguyen, Georgi Georgiev, Yujie Ji, Ting Wang:
Where Classification Fails, Interpretation Rises. - Chenxi Liu, Barret Zoph, Jonathon Shlens, Wei Hua, Li-Jia Li, Li Fei-Fei, Alan L. Yuille, Jonathan Huang, Kevin Murphy:
Progressive Neural Architecture Search. - Gabriel G. Erion, Hugh Chen, Scott M. Lundberg, Su-In Lee:
Anesthesiologist-level forecasting of hypoxemia with only SpO2 data using deep learning. - Daisuke Ishii, Alexandre Goldsztejn:
HySIA: Tool for Simulating and Monitoring Hybrid Automata Based on Interval Analysis. - Zihao Hu, Xiyi Luo, Hongtao Lu, Yong Yu:
Supervised Hashing based on Energy Minimization. - Di Ma, Xi Zhang, Xu Ouyang, Gady Agam:
Lecture video indexing using boosted margin maximizing neural networks. - Yan Zhu, Shaoting Zhang, Dimitris N. Metaxas:
Interactive Reinforcement Learning for Object Grounding via Self-Talking. - Chen-Yu Wei, Yi-Te Hong, Chi-Jen Lu:
Tracking the Best Expert in Non-stationary Stochastic Environments. - Chen-Yu Wei, Yi-Te Hong, Chi-Jen Lu:
Online Reinforcement Learning in Stochastic Games. - Horea Muresan, Mihai Oltean:
Fruit recognition from images using deep learning. - Minji Yoon, Woojeong Jin, U Kang:
Fast and Accurate Random Walk with Restart on Dynamic Graphs with Guarantees. - Elias Vansteenkiste, Patrick Kern:
Taming Adversarial Domain Transfer with Structural Constraints for Image Enhancement. - Mengyu Liu, Yuan Liu:
Price-Based Distributed Offloading for Mobile-Edge Computing with Computation Capacity Constraints. - Lianmin Zheng, Jiacheng Yang, Han Cai, Weinan Zhang, Jun Wang, Yong Yu:
MAgent: A Many-Agent Reinforcement Learning Platform for Artificial Collective Intelligence. - Anshu Shukla, Yogesh Simmhan:
Toward Reliable and Rapid Elasticity for Streaming Dataflows on Clouds. - Nattakarn Phaphoom, Xiaofeng Wang, Sarah Samuel, Sven Helmer, Pekka Abrahamsson:
A survey study on major technical barriers affecting the decision to adopt cloud services. - Kang Min Yoo, Youhyun Shin, Sang-goo Lee:
Improving Visually Grounded Sentence Representations with Self-Attention. - Nader H. Bshouty, Vivian E. Bshouty-Hurani, George Haddad, Thomas Hashem, Fadi Khoury, Omar Sharafy:
Adaptive Group Testing Algorithms to Estimate the Number of Defectives. - Amaia Salvador, Miriam Bellver, Manel Baradad, Ferran Marqués, Jordi Torres, Xavier Giró-i-Nieto:
Recurrent Neural Networks for Semantic Instance Segmentation. - Chongyi Li, Jichang Guo, Fatih Porikli, Chunle Guo, Huazhu Fu, Xi Li:
DR-Net: Transmission Steered Single Image Dehazing Network with Weakly Supervised Refinement. - Minhae Kwon, Hyunggon Park:
Distributed Topology Design for Network Coding Deployed Large-scale Sensor Networks. - Stefan Richthofer, Laurenz Wiskott:
PFAx: Predictable Feature Analysis to Perform Control. - Minhae Kwon, Hyunggon Park:
Network Coding Based Evolutionary Network Formation for Dynamic Wireless Networks. - Chao-Yuan Wu, Manzil Zaheer, Hexiang Hu, R. Manmatha, Alexander J. Smola, Philipp Krähenbühl:
Compressed Video Action Recognition. - Vaisakh Shaj, Puranjoy Bhattacharya:
Learning Sparse Adversarial Dictionaries For Multi-Class Audio Classification. - Maggie Makar, John V. Guttag, Jenna Wiens:
Learning the Probability of Activation in the Presence of Latent Spreaders. - Eyke Hüllermeier:
From knowledge-based to data-driven modeling of fuzzy rule-based systems: A critical reflection. - Nitish Mital, Deniz Gündüz, Cong Ling:
Coded Caching in a Multi-Server System with Random Topology. - Mihai Oltean:
An optical solution for the set splitting problem. - Wei-Hung Weng, Mingwu Gao, Ze He, Susu Yan, Peter Szolovits:
Representation and Reinforcement Learning for Personalized Glycemic Control in Septic Patients. - Noyan Evirgen, Alper Köse, Hakan Gökcesu:
An Asymptotically Optimal Algorithm for Communicating Multiplayer Multi-Armed Bandit Problems. - Alper Köse, Noyan Evirgen, Hakan Gökcesu, Kaan Gökcesu, Muriel Médard:
Nearly Optimal Scheduling of Wireless Ad Hoc Networks in Polynomial Time. - Stanislav Sobolevsky, Ekaterina Levitskaya, Henry C. B. Chan, Shefali Enaker, Joe Bailey, Marc Postle, Yuriy Loukachev, Melinda Rolfs, Constantine E. Kontokosta:
Impact Of Urban Technology Deployments On Local Commercial Activity. - Xiaohang Zhan, Ziwei Liu, Ping Luo, Xiaoou Tang, Chen Change Loy:
Mix-and-Match Tuning for Self-Supervised Semantic Segmentation. - Srikanth Peetha, Michael L. McIntyre:
Adaptive Nonlinear Control of High-Performance motors through Multi-Level Inverters. - Javad Doliskani, Anand Kumar Narayanan, Éric Schost:
Drinfeld Modules with Complex Multiplication, Hasse Invariants and Factoring Polynomials over Finite Fields. - Xuanqing Liu, Minhao Cheng, Huan Zhang, Cho-Jui Hsieh:
Towards Robust Neural Networks via Random Self-ensemble. - Anh Nguyen-Duc, Xiaofeng Wang, Pekka Abrahamsson:
What influences the speed of prototyping? An empirical investigation of twenty software startups. - Anh Nguyen-Duc:
The impact of software complexity on cost and quality - A comparative analysis between Open source and proprietary software. - Jay Jay Billings, Alexander J. McCaskey, Geoffroy Vallée, Gregory R. Watson:
Will humans even write code in 2040 and what would that mean for extreme heterogeneity in computing? - Jean Kossaifi, Linh Tran, Yannis Panagakis, Maja Pantic:
GAGAN: Geometry-Aware Generative Adversarial Networks. - Xiangying Chen:
Digraph Polynomials for Counting Cycles and Paths. - Steven M. Kast:
An Introduction to Adjoints and Output Error Estimation in Computational Fluid Dynamics. - Rajeev Ranjan, Swami Sankaranarayanan, Carlos Domingo Castillo, Rama Chellappa:
Improving Network Robustness against Adversarial Attacks with Compact Convolution. - Morteza Hashemi, Ashutosh Sabharwal, C. Emre Koksal, Ness B. Shroff:
Efficient Beam Alignment in Millimeter Wave Systems Using Contextual Bandits. - Yicong He, Fei Wang, Shiyuan Wang, Badong Chen:
Diffusion Adaptation Framework for Compressive Sensing Reconstruction. - Shengke Xue, Wenyuan Qiu, Fan Liu, Xinyu Jin:
Low-Rank Tensor Completion by Truncated Nuclear Norm Regularization. - Alper Köse, Berke Aral Sonmez:
Study of the Sparse Superposition Codes and the Generalized Approximate Message Passing Decoder for the Communication over Binary Symmetric and Z Channels. - Alper Köse, Berke Aral Sonmez, Metin Balaban:
Simulated Annealing Algorithm for Graph Coloring. - Nader Akoury, Anh Nguyen:
Spatial PixelCNN: Generating Images from Patches. - Austin Graham, Yan Liang, Le Gruenwald, Christan Grant:
Formalizing Interruptible Algorithms for Human over-the-loop Analytics. - Huichao Hong, Lixin Zheng, Jianqing Zhu, Shuwan Pan, Kaiting Zhou:
Automatic Recognition of Coal and Gangue based on Convolution Neural Network. - Jialiang Zhang, Xiongwei Wu, Jianke Zhu, Steven C. H. Hoi:
Feature Agglomeration Networks for Single Stage Face Detection. - Sivaranjani S., James Richard Forbes, Peter Seiler, Vijay Gupta:
Conic-sector-based analysis and control synthesis for linear parameter varying systems. - Laura Graesser, Abhinav Gupta, Lakshay Sharma, Evelina Bakhturina:
Sentiment Classification using Images and Label Embeddings. - Zhaowei Cai, Nuno Vasconcelos:
Cascade R-CNN: Delving into High Quality Object Detection. - Guohao Li, Hang Su, Wenwu Zhu:
Incorporating External Knowledge to Answer Open-Domain Visual Questions with Dynamic Memory Networks. - Takeshi Koshiba:
Fourier-based Function Secret Sharing with General Access Structure. - Xingyu Chen, Junzhi Yu, Shihan Kong, Zhengxing Wu, Xi Fang, Li Wen:
Towards Quality Advancement of Underwater Machine Vision with Generative Adversarial Networks. - Morad Behandish, Horea T. Ilies:
Haptic Assembly and Prototyping: An Expository Review. - Marcel Wild:
ALLSAT compressed with wildcards. Part 4: An invitation for C-programmers. - Lyudmila Grigoryeva, Juan-Pablo Ortega:
Universal discrete-time reservoir computers with stochastic inputs and linear readouts using non-homogeneous state-affine systems. - Dan He, Yuan Luo:
Arbitrarily Varying Wiretap Channel with State Sequence Known or Unknown at the Receiver. - Petar D. Bojovic, K. Savic:
Analiza bezbednosnih mehanizama OSPF protokola. - Petar D. Bojovic, K. Savic, Aleksandra Smiljanic:
Multikast rutiranje open-source platformom - XORP. - Simon S. Du, Jason D. Lee, Yuandong Tian, Barnabás Póczos, Aarti Singh:
Gradient Descent Learns One-hidden-layer CNN: Don't be Afraid of Spurious Local Minima. - Ziv Scully, Mor Harchol-Balter, Alan Scheller-Wolf:
SOAP: One Clean Analysis of All Age-Based Scheduling Policies. - Giorgos Bouritsas, Petros Koutras, Athanasia Zlatintsi, Petros Maragos:
Multimodal Visual Concept Learning with Weakly Supervised Techniques. - Hayden Jananthan, Ziqi Zhou, Vijay Gadepally, Dylan Hutchison, Suna Kim, Jeremy Kepner:
Polystore Mathematics of Relational Algebra. - Juste Raimbault:
Exploration of an Interdisciplinary Scientific Landscape. - Ioannis Kokkinis:
The Complexity of Satisfiability in Non-Iterated and Iterated Probabilistic Logics. - Hamoon Mousavi:
Lower Bounds on Regular Expression Size. - Daniel Scharstein, Tatsunori Taniai, Sudipta N. Sinha:
Semi-Global Stereo Matching with Surface Orientation Priors. - Giuseppe Sellaroli:
An algorithm to reconstruct convex polyhedra from their face normals and areas. - Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron:
Tensor Train Neighborhood Preserving Embedding. - Jakob Suchan, Mehul Bhatt, Przemyslaw Andrzej Walega, Carl Schultz:
Visual Explanation by High-Level Abduction: On Answer-Set Programming Driven Reasoning about Moving Objects. - Rudra Prasad Baksi, Shambhu J. Upadhyaya:
Kidemonas: The Silent Guardian. - Kyle Hundman, Thamme Gowda, Mayank Kejriwal, Benedikt Boecking:
Always Lurking: Understanding and Mitigating Bias in Online Human Trafficking Detection. - Alberto Pedrouzo-Ulloa, Juan Ramón Troncoso-Pastoriza, Fernando Pérez-González:
Multivariate Cryptosystems for Secure Processing of Multidimensional Signals. - Soham R. Phade, Venkat Anantharam:
On the Geometry of Nash and Correlated Equilibria with Cumulative Prospect Theoretic Preferences. - Yueru Chen, Pranav Aggarwal, Jongmoo Choi, C.-C. Jay Kuo:
A Deep Learning Approach to Drone Monitoring. - Mohammed Abufouda, Hadil Abukwaik:
On Using Network Science in Mining Developers Collaboration in Software Engineering: A Systematic Literature Review. - Jongpil Lee, Taejun Kim, Jiyoung Park, Juhan Nam:
Raw Waveform-based Audio Classification Using Sample-level CNN Architectures. - Laurence Boxer:
The Saukas-Song Selection Algorithm and Coarse Grained Parallel Sorting. - Chris Culnane, Benjamin I. P. Rubinstein, Vanessa Teague:
Vulnerabilities in the use of similarity tables in combination with pseudonymisation to preserve data privacy in the UK Office for National Statistics' Privacy-Preserving Record Linkage. - Zhiqiang Shen, Honghui Shi, Rogério Schmidt Feris, Liangliang Cao, Shuicheng Yan, Ding Liu, Xinchao Wang, Xiangyang Xue, Thomas S. Huang:
Learning Object Detectors from Scratch with Gated Recurrent Feature Pyramids. - Mostafa Rahmani, George K. Atia:
Data Dropout in Arbitrary Basis for Deep Network Regularization. - Catherine Dubois, Bruno Woltzenlogel Paleo:
Proceedings of the Fifth Workshop on Proof eXchange for Theorem Proving, PxTP 2017, Brasília, Brazil, 23-24 September 2017. EPTCS 262, 2017 [contents] - Fei Gao, Shengjie Shi, Jun Yu, Qingming Huang:
Composition-aided Sketch-realistic Portrait Generation. - Junse Lee, François Baccelli:
On the Effect of Shadowing Correlation on Wireless Network Performance. - Muhammad Raza Khan:
Cascading Behavior in Yelp Reviews. - Haoyuan Wang, Zhiwei Luo:
Data Cache Prefetching with Perceptron Learning. - Shahram Shahsavari, David Ramírez, Elza Erkip:
Joint User Scheduling and Power optimization in Full-Duplex Cells with Successive Interference Cancellation. - Jaejun Yoo, Sohail Sabir, Duchang Heo, Kee Hyun Kim, Abdul Wahab, Yoonseok Choi, Seul-I Lee, Eun Young Chae, Hak Hee Kim, Young Min Bae, Young-Wook Choi, Seungryong Cho, Jong Chul Ye:
Deep Learning Can Reverse Photon Migration for Diffuse Optical Tomography. - Avinash Siravuru, Allan Wang, Quan Nguyen, Koushil Sreenath:
Deep Visual Perception for Dynamic Walking on Discrete Terrain. - Rishi Charan, Manisha A, Karthik R, Rajesh Kumar Muthu:
A text-independent speaker verification model: A comparative analysis. - Anindya De:
Boolean function analysis meets stochastic optimization: An approximation scheme for stochastic knapsack. - Bolun Cai, Xiangmin Xu, Kailing Guo, Kui Jia, Dacheng Tao:
Learning Reduced-Resolution and Super-Resolution Networks in Synch. - Tomoaki Nakamura, Takayuki Nagai, Tadahiro Taniguchi:
SERKET: An Architecture for Connecting Stochastic Models to Realize a Large-Scale Cognitive Model. - Jiongyue Xing, Li Chen, Martin Bossert:
Algebraic Soft Decoding Algorithms for Reed-Solomon Codes Using Module. - Divesh Aggarwal, Noah Stephens-Davidowitz:
(Gap/S)ETH Hardness of SVP. - Yumeng Gao, Xiaoli Xu, Yong Liang Guan, Peter Han Joo Chong:
V2X Content Distribution Using Batched Network Code. - Andrew Levy, Robert Platt Jr., Kate Saenko:
Hierarchical Actor-Critic. - Jingdong Wang, Ting Zhang:
Composite Quantization. - Zuoxin Li, Fuqiang Zhou:
FSSD: Feature Fusion Single Shot Multibox Detector. - Giambattista Parascandolo, Mateo Rojas-Carulla, Niki Kilbertus, Bernhard Schölkopf:
Learning Independent Causal Mechanisms. - Johannes Lengler:
Drift Analysis. - Christoph Wick, Frank Puppe:
Leaf Identification Using a Deep Convolutional Neural Network. - Zhiwu Huang, Bernhard Kratzwald, Danda Pani Paudel, Jiqing Wu, Luc Van Gool:
Face Translation between Images and Videos using Identity-aware CycleGAN. - Dat Thanh Tran, Alexandros Iosifidis, Juho Kanniainen, Moncef Gabbouj:
Temporal Attention augmented Bilinear Network for Financial Time-Series Data Analysis. - Yongqin Xian, Tobias Lorenz, Bernt Schiele, Zeynep Akata:
Feature Generating Networks for Zero-Shot Learning. - Zhen Mei, Bin Dai, Martin Johnston, Rolando A. Carrasco:
Design of Polar Codes with Single and Multi-Carrier Modulation on Impulsive Noise Channels using Density Evolution. - Sachin Pawar, Pushpak Bhattacharyya, Girish K. Palshikar:
End-to-End Relation Extraction using Markov Logic Networks. - Girish Keshav Palshikar, Sachin Pawar, Saheb Chourasia, Nitin Ramrakhiyani:
Mining Supervisor Evaluation and Peer Feedback in Performance Appraisals. - Paolo Meloni, Alessandro Capotondi, Gianfranco Deriu, Michele Brian, Francesco Conti, Davide Rossi, Luigi Raffo, Luca Benini:
NEURAghe: Exploiting CPU-FPGA Synergies for Efficient and Flexible CNN Inference Acceleration on Zynq SoCs. - Leopoldo E. Bertossi:
Characterizing and Computing Causes for Query Answers in Databases from Database Repairs and Repair Programs. - Hyungui Lim, Seungyeon Rhyu, Kyogu Lee:
Chord Generation from Symbolic Melody Using BLSTM Networks. - Francesco Dagnino:
Generalizing inference systems by coaxioms. - Nikolai Dokuchaev:
On data recovery with restraints on the spectrum range and the process range. - Florian Glaser, Stefan Mach, Abbas Rahimi, Frank K. Gürkaynak, Qiuting Huang, Luca Benini:
An 826 MOPS, 210 uW/MHz Unum ALU in 65 nm. - Matús Sulír, Jaroslav Porubän:
A Quantitative Study of Java Software Buildability. - Jiqing Wu, Zhiwu Huang, Janine Thoma, Luc Van Gool:
Energy-relaxed Wasserstein GANs(EnergyWGAN): Towards More Stable and High Resolution Image Generation. - Peihua Li, Jiangtao Xie, Qilong Wang, Zilin Gao:
Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization. - Zhengfa Liang, Yiliu Feng, Yulan Guo, Hengzhu Liu, Linbo Qiao, Wei Chen, Li Zhou, Jianfeng Zhang:
Learning Deep Correspondence through Prior and Posterior Feature Constancy. - Trevor Brown:
Reclaiming memory for lock-free data structures: there has to be a better way. - Yiren Zhou, Seyed-Mohsen Moosavi-Dezfooli, Ngai-Man Cheung, Pascal Frossard:
Adaptive Quantization for Deep Neural Network. - Anil S. Baslamisli, Hoang-An Le, Theo Gevers:
CNN based Learning using Reflection and Retinex Models for Intrinsic Image Decomposition. - Franziska Mueller, Florian Bernard, Oleksandr Sotnychenko, Dushyant Mehta, Srinath Sridhar, Dan Casas, Christian Theobalt:
GANerated Hands for Real-time 3D Hand Tracking from Monocular RGB. - Qizheng He, Jia-Nan Wu, Gang Yu, Chi Zhang:
SOT for MOT. - Alejandro Grez, Cristian Riveros, Martín Ugarte, Stijn Vansummeren:
A Second-Order Approach to Complex Event Recognition. - Tribhuvanesh Orekondy, Mario Fritz, Bernt Schiele:
Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images. - Shivin Yadav, Karthik Gopinath, Jayanthi Sivaswamy:
A Generalized Motion Pattern and FCN based approach for retinal fluid detection and segmentation. - Huimiao Chen, Zechun Hu, Hongcai Zhang, Haocheng Luo:
Coordinated Charging and Discharging Strategies for Plug-in Electric Bus Fast Charging Station with Energy Storage System. - Ranko Sredojevic, Shaoyi Cheng, Lazar Supic, Rawan Naous, Vladimir Stojanovic:
Structured Deep Neural Network Pruning via Matrix Pivoting. - Mengyuan Liu, Hong Liu, Chen Chen:
Robust 3D Action Recognition through Sampling Local Appearances and Global Distributions. - Christoph Adami:
The mind as a computational system. - Thomas Kollar, Stefanie Tellex, Matthew R. Walter, Albert Huang, Abraham Bachrach, Sachithra Hemachandra, Emma Brunskill, Ashis Gopal Banerjee, Deb Roy, Seth J. Teller, Nicholas Roy:
Generalized Grounding Graphs: A Probabilistic Framework for Understanding Grounded Commands. - Neda Nasiriani, Yuquan Shan, George Kesidis, Daniel Fleck, Angelos Stavrou:
Changing proxy-server identities as a proactive moving-target defense against reconnaissance for DDoS attacks. - Elizabeth Firman, Shahar Maoz, Jan Oliver Ringert:
Performance Heuristics for GR(1) Synthesis and Related Algorithms. 62-80 - David Isele, Akansel Cosgun:
Transferring Autonomous Driving Knowledge on Simulated and Real Intersections. - Rui Hou, Chen Chen, Mubarak Shah:
An End-to-end 3D Convolutional Neural Network for Action Detection and Segmentation in Videos. - Fredrik Dahlqvist, Louis Parlant, Alexandra Silva:
Layer by layer - Combining Monads. - Guangming Lang:
Related families-based attribute reduction of dynamic covering information systems with variations of object sets. - Yinghao Jia, Yide Zhao, Ziyang Guo, Yu Xin, Huimiao Chen:
Optimizing Electric Taxi Charging System: A Data-Driven Approach from Transport Energy Supply Chain Perspective. - Pavel Tokmakov, Cordelia Schmid, Karteek Alahari:
Learning to Segment Moving Objects. - Merav Parter, Eylon Yogev:
Distributed Computing Made Secure: A New Cycle Cover Theorem. - Ruimin Sun, Xiaoyong Yuan, Pan He, Qile Zhu, Aokun Chen, André Grégio, Daniela Oliveira, Xiaolin Li:
Learning Fast and Slow: PROPEDEUTICA for Real-time Malware Detection. - DeVon Ingram:
An Upper Bound on the GKS Game via Max Bipartite Matching. - Abhinav Sinha, Rajiv Kumar Mishra:
Consensus tracking in multi agent system with nonlinear and non identical dynamics via event driven sliding modes. - Laure Philips, Joeri De Koster, Wolfgang De Meuter, Coen De Roover:
Search-based Tier Assignment for Optimising Offline Availability in Multi-tier Web Applications. - Manuel Rigger, Rene Mayrhofer, Roland Schatz, Matthias Grimmer, Hanspeter Mössenböck:
Introspection for C and its Applications to Library Robustness. - David G. Nagy, Gergo Orbán:
Episodic memory for continual model learning. - John Noll, Mohammad Abdur Razzak, Julian M. Bass, Sarah Beecham:
A Study of the Scrum Master's Role. - Gerald Friedland, Alfredo Metere:
A Data-Centric View on Computational Complexity: P != NP. - Thang Xuan Duong, Laura De Lorenzis, Roger Andrew Sauer:
A segmentation-free isogeometric extended mortar contact method. - Claus Danielson, Avishai Weiss, Karl Berntorp, Stefano Di Cairano:
Path Planning using Positive Invariant Sets. - S. R. Nandakumar, Manuel Le Gallo, Irem Boybat, Bipin Rajendran, Abu Sebastian, Evangelos Eleftheriou:
Mixed-precision training of deep neural networks using computational memory. - Madhav Nimishakavi, Pratik Jawanpuria, Bamdev Mishra:
A Dual Framework for Low-rank Tensor Completion. - Kunal Swami, Pranav P. Deshpande, Gaurav Khandelwal, Ajay Vijayvargiya:
Why my photos look sideways or upside down? Detecting Canonical Orientation of Images using Convolutional Neural Networks. - Aaron T. Becker, Erik D. Demaine, Sándor P. Fekete, Jarrett Lonsford, Rose Morris-Wright:
Particle Computation: Complexity, Algorithms, and Logic. - Evangelos E. Papalexakis, Konstantinos Pelechrinis:
tHoops: A Multi-Aspect Analytical Framework Spatio-Temporal Basketball Data Using Tensor Decomposition. - Ruslan Rezin, Ilya Afanasyev, Manuel Mazzara, Victor Rivera:
Model Checking in multiplayer games development. - Tim Kraska, Alex Beutel, Ed H. Chi, Jeffrey Dean, Neoklis Polyzotis:
The Case for Learned Index Structures. - C. H. Bryan Liu, Benjamin Paul Chamberlain:
Speeding Up BigClam Implementation on SNAP. - Jeffrey Quesnelle:
On the linkability of Zcash transactions. - Elena Tutubalina, Zulfat Miftahutdinov:
An Encoder-Decoder Model for ICD-10 Coding of Death Certificates. - Shreyas Sen, Jinkyu Koo, Saurabh Bagchi:
TRIFECTA: Security, Energy-Efficiency, and Communication Capacity Comparison for Wireless IoT Devices. - Carles Ventura, Jordi Pont-Tuset, Sergi Caelles, Kevis-Kokitsi Maninis, Luc Van Gool:
Iterative Deep Learning for Network Topology Extraction. - Andrew Gacek, John Backes, Mike Whalen, Lucas G. Wagner, Elaheh Ghassabani:
The JKind Model Checker. - Morteza Varasteh, Borzoo Rassouli, Bruno Clerckx:
On Capacity-Achieving Distributions Over Complex AWGN Channels Under Nonlinear Power Constraints and their Applications to SWIPT. - Abhinav Jauhri, Carlee Joe-Wong, John Paul Shen:
On the Real-time Vehicle Placement Problem. - Ishan Misra, Ross B. Girshick, Rob Fergus, Martial Hebert, Abhinav Gupta, Laurens van der Maaten:
Learning by Asking Questions. - Abhratanu Dutta, Aravindan Vijayaraghavan, Alex Wang:
Clustering Stable Instances of Euclidean k-means. - Sven Jacobsson, Giuseppe Durisi, Mikael Coldrey, Christoph Studer:
On Out-of-Band Emissions of Quantized Precoding in Massive MU-MIMO-OFDM. - Wei Ma, Jun Lu:
An Equivalence of Fully Connected Layer and Convolutional Layer. - F. Merrikh Bayat, Mirko Prezioso, Bhaswar Chakrabarti, Irina Kataeva, Dmitri B. Strukov:
Implementation of Multilayer Perceptron Network with Highly Uniform Passive Memristive Crossbar Circuits. - Sakib Mahmud Khan, Sababa Islam, Zadid Khan, Kakan C. Dey, Mashrur Chowdhury, Nathan Huynh:
Development of Statewide AADT Estimation Model from Short-Term Counts: A Comparative Study for South Carolina. - Yannick Hold-Geoffroy, Kalyan Sunkavalli, Jonathan Eisenmann, Matthew Fisher, Emiliano Gambaretto, Sunil Hadap, Jean-François Lalonde:
A Perceptual Measure for Deep Single Image Camera Calibration. - Soumyadip Sengupta, Angjoo Kanazawa, Carlos Domingo Castillo, David W. Jacobs:
SfSNet : Learning Shape, Reflectance and Illuminance of Faces in the Wild. - Yong-Siang Shih, Kai-Yueh Chang, Hsuan-Tien Lin, Min Sun:
Compatibility Family Learning for Item Recommendation and Generation. - Anh Nguyen Duc, Hilde Gudvangen:
A Context-aware Recommender System for Hyperlocal News: A Conceptual Framework. - Thanh T. Nguyen, Jaesik Choi:
Layer-wise Learning of Stochastic Neural Networks with Information Bottleneck. - Shangtong Zhang, Richard S. Sutton:
A Deeper Look at Experience Replay. - Rakshit Agrawal, Anwar Habeeb, Chih-Hsin Hsueh:
Learning User Intent from Action Sequences on Interactive Systems. - Mircea Mironenco, Dana Kianfar, Ke M. Tran, Evangelos Kanoulas, Efstratios Gavves:
Examining Cooperation in Visual Dialog Models. - Amit Chakrabarti, Yining Chen:
Time-Space Tradeoffs for the Memory Game. - Hsiao-Yu Fish Tung, Hsiao-Wei Tung, Ersin Yumer, Katerina Fragkiadaki:
Self-supervised Learning of Motion Capture. - Simon Rohou, Peter Franek, Clément Aubry, Luc Jaulin:
Proving the existence of loops in robot trajectories. - Abhinav Moudgil, Vineet Gandhi:
Long-Term Visual Object Tracking Benchmark. - Jae Shin Yoon, Ziwei Li, Hyun Soo Park:
3D Semantic Trajectory Reconstruction from 3D Pixel Continuum. - Hieu Le, Tomas F. Yago Vicente, Vu Nguyen, Minh Hoai, Dimitris Samaras:
A+D-Net: Shadow Detection with Adversarial Shadow Attenuation. - Ittai Abraham, Guy Gueta, Dahlia Malkhi, Lorenzo Alvisi, Ramakrishna Kotla, Jean-Philippe Martin:
Revisiting Fast Practical Byzantine Fault Tolerance. - Yizhe Zhu, Mohamed Elhoseiny, Bingchen Liu, Ahmed M. Elgammal:
Imagine it for me: Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts. - Yipin Zhou, Zhaowen Wang, Chen Fang, Trung Bui, Tamara L. Berg:
Visual to Sound: Generating Natural Sound for Videos in the Wild. - Mark Martinez, Chawin Sitawarin, Kevin Finch, Lennart Meincke, Alex Yablonski, Alain L. Kornhauser:
Beyond Grand Theft Auto V for Training, Testing and Enhancing Deep Learning in Self Driving Cars. - Huazhen Fang, Ning Tian, Yebin Wang, MengChu Zhou, Mulugeta A. Haile:
Nonlinear Bayesian Estimation: From Kalman Filtering to a Broader Horizon. - Ian Stewart, Stevie Chancellor, Munmun De Choudhury, Jacob Eisenstein:
#anorexia, #anarexia, #anarexyia: Characterizing Online Community Practices with Orthographic Variation. - Otávio A. B. Penatti, Milton F. S. Santos:
Human activity recognition from mobile inertial sensors using recurrence plots. - Lingyu Duan, Yihang Lou, Shiqi Wang, Wen Gao, Yong Rui:
AI Oriented Large-Scale Video Management for Smart City: Technologies, Standards and Beyond. - Ayan Kumar Bhunia, Partha Pratim Roy, Umapada Pal:
Zone-based Keyword Spotting in Bangla and Devanagari Documents. - Shiyang Cheng, Irene Kotsia, Maja Pantic, Stefanos Zafeiriou:
4DFAB: A Large Scale 4D Facial Expression Database for Biometric Applications. - Rico Mendrzik, Henk Wymeersch, Gerhard Bauch, Zohair Abu-Shaban:
Harnessing NLOS Components for Position and Orientation Estimation in 5G mmWave MIMO. - Georgios Bakirtzis, Bryan T. Carter, Cody H. Fleming, Carl R. Elks:
MISSION AWARE: Evidence-Based, Mission-Centric Cybersecurity Analysis. - Shuaifang Zhang, Dongdong He, Dongsheng Li, Zhifeng Zhang, Yu Liu, Wei Shen:
Wave analysis in one dimensional structures with a wavelet finite element model and precise integration method. - Zhiqian Chen, Xuchao Zhang, Arnold P. Boedihardjo, Jing Dai, Chang-Tien Lu:
Multimodal Storytelling via Generative Adversarial Imitation Learning. - Zhiqian Chen, Chih-Wei Wu, Yen-Cheng Lu, Alexander Lerch, Chang-Tien Lu:
Learning to Fuse Music Genres with Generative Adversarial Dual Learning. - Willie Boag, Hassan Kané:
AWE-CM Vectors: Augmenting Word Embeddings with a Clinical Metathesaurus. - Parisa Hassanzadeh, Antonia M. Tulino, Jaime Llorca, Elza Erkip:
Broadcast Caching Networks with Two Receivers and Multiple Correlated Sources. - Weisheng Zhong, Fanglan Chen, Kaiqun Fu, Chang-Tien Lu:
SAFEBIKE: A Bike-sharing Route Recommender with Availability Prediction and Safe Routing. - Parami Wijesinghe, Aayush Ankit, Abhronil Sengupta, Kaushik Roy:
An All-Memristor Deep Spiking Neural Network: A Step Towards Realizing the Low Power, Stochastic Brain. - Thomas Laurent, James von Brecht:
Deep linear neural networks with arbitrary loss: All local minima are global. - Júlio Hoffimann, Youli Mao, Avinash Wesley, Aimee Taylor:
Sequence Mining and Pattern Analysis in Drilling Reports with Deep Natural Language Processing. - Gilles Dowek:
Analyzing Individual Proofs as the Basis of Interoperability between Proof Systems. 3-12 - Haniel Barbosa, Jasmin Christian Blanchette, Simon Cruanes, Daniel El Ouraoui, Pascal Fontaine:
Language and Proofs for Higher-Order SMT (Work in Progress). 15-22 - Silvio Ghilardi, Elena Pagani:
Counter Simulations via Higher Order Quantifier Elimination: a preliminary report. 39-53 - Tomer Libal, Xaviera Steele:
Determinism in the Certification of UNSAT Proofs. 55-76 - Dennis Müller, Colin Rothgang, Yufei Liu, Florian Rabe:
Alignment-based Translations Across Formal Systems Using Interface Theories. 77-93 - Hoa Van Nguyen, Michael Chesser, Seyed Hamid Rezatofighi, Damith Chinthana Ranasinghe:
Real-Time Localization and Tracking of Multiple Radio-Tagged Animals with an Autonomous Aerial Vehicle System. - Zhou Yin, Wei-Shi Zheng, Ancong Wu, Hong-Xing Yu, Hai Wang, Jianhuang Lai:
Learning a Semantically Discriminative Joint Space for Attribute Based Person Re-identification. - Zhanli Chen, Rashid Ansari, Diana J. Wilkie:
Learning Pain from Action Unit Combinations: A Weakly Supervised Approach via Multiple Instance Learning. - Xiaohuan Wu, Wei-Ping Zhu, Jun Yan:
Gridless Two-dimensional DOA Estimation With L-shaped Array Based on the Cross-covariance Matrix. - Hardik Sharma, Jongse Park, Naveen Suda, Liangzhen Lai, Benson Chau, Joon Kyung Kim, Vikas Chandra, Hadi Esmaeilzadeh:
Bit Fusion: Bit-Level Dynamically Composable Architecture for Accelerating Deep Neural Networks. - Erkai Chen, Meixia Tao, Ya-Feng Liu:
Joint Base Station Clustering and Beamforming for Non-Orthogonal Multicast and Unicast Transmission with Backhaul Constraints. - Rens Janssens, Guodong Zeng, Guoyan Zheng:
Fully Automatic Segmentation of Lumbar Vertebrae from CT Images using Cascaded 3D Fully Convolutional Networks. - Jiayun Wang, Patrick Virtue, Stella X. Yu:
Joint Embedding and Classification for SAR Target Recognition. - Li Xie, Yiqun Zhang, Junyan Xu:
Hohmann Transfer via Constrained Optimization. - Bolin Ding, Janardhan Kulkarni, Sergey Yekhanin:
Collecting Telemetry Data Privately. - Jwo-Yuh Wu, Ming-Hsun Yang, Tsang-Yi Wang:
Energy-Efficient Sensor Censoring for Compressive Distributed Sparse Signal Recovery. - Peng-Shuai Wang, Yang Liu, Yu-Xiao Guo, Chun-Yu Sun, Xin Tong:
O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis. - Manuela Geiß, Marc Hellmuth, Yangjing Long, Peter F. Stadler:
A Short Note on Undirected Fitch Graphs. - Renzo Angles, Marcelo Arenas, Pablo Barceló, Peter A. Boncz, George H. L. Fletcher, Claudio Gutierrez, Tobias Lindaaker, Marcus Paradies, Stefan Plantikow, Juan F. Sequeda, Oskar van Rest, Hannes Voigt:
G-CORE: A Core for Future Graph Query Languages. - Zhiwu Huang, Jiqing Wu, Luc Van Gool:
Manifold-valued Image Generation with Wasserstein Adversarial Networks. - Roy Cerqueti, Giovanna Ferraro, Antonio Iovanella:
Social triangles and generalized clustering coefficient for weighted networks. - Kuntal Dey, Ritvik Shrivastava, Saroj Kaushik, L. Venkata Subramaniam:
EmTaggeR: A Word Embedding Based Novel Method for Hashtag Recommendation on Twitter. - Zhixing Tan, Mingxuan Wang, Jun Xie, Yidong Chen, Xiaodong Shi:
Deep Semantic Role Labeling with Self-Attention. - Chuadhry Mujeeb Ahmed, Aditya Mathur, Martín Ochoa:
NoiSense: Detecting Data Integrity Attacks on Sensor Measurements using Hardware based Fingerprints. - Amina Ben Hamida, Alexandre Benoît, Patrick Lambert, Louis Klein, Chokri Ben Amar, Nicolas Audebert, Sébastien Lefèvre:
Deep learning for semantic segmentation of remote sensing images with rich spectral content. - Rizlène Raoui-Outach, Cécile Million-Rousseau, Alexandre Benoît, Patrick Lambert:
Deep Learning for automatic sale receipt understanding. - Soubhagya Sutar, Arnab Raha, Vijay Raghunathan:
Memory-based Combination PUFs for Device Authentication in Embedded Systems. - Adam Kortylewski, Bernhard Egger, Andreas Schneider, Thomas Gerig, Andreas Morel-Forster, Thomas Vetter:
Empirically Analyzing the Effect of Dataset Biases on Deep Face Recognition Systems. - Pierre-Yves Oudeyer:
Autonomous development and learning in artificial intelligence and robotics: Scaling up deep learning to human-like learning. - Morteza Ashraphijuo, Vaneet Aggarwal, Xiaodong Wang:
On Deterministic Sampling Patterns for Robust Low-Rank Matrix Completion. - Pedro Soares, António Ravara, Simão Melo de Sousa:
Revisiting concurrent separation logic. - Rafael Ballester-Ripoll, Enrique G. Paredes, Renato Pajarola:
Tensor Approximation of Advanced Metrics for Sensitivity Analysis. - Ibrahim Abdelkader, Yasser El-Sonbaty, Mohamed El-Habrouk:
Keypoint-based object tracking and localization using networks of low-power embedded smart cameras. - Hojjat Salehinejad, Shahrokh Valaee, Tim Dowdell, Errol Colak, Joseph Barfett:
Generalization of Deep Neural Networks for Chest Pathology Classification in X-Rays Using Generative Adversarial Networks. - Yu Li, Hu Wang, Juanjuan Liu:
Can CNNs Construct Highly Accurate Model Efficiently with Limited Training Samples? - Malinda Vania, Dawit Mureja, Deukhee Lee:
Automatic Spine Segmentation using Convolutional Neural Network via Redundant Generation of Class Labels for 3D Spine Modeling. - Xuemei Xie, Jiang Du, Chenye Wang, Guangming Shi, Xun Xu, Yuxiang Wang:
Fully-Convolutional Measurement Network for Compressive Sensing Image Reconstruction. - Qingxiang Feng, Yicong Zhou:
Color Face Recognition using High-Dimension Quaternion-based Adaptive Representation. - Qingxiang Feng, Yicong Zhou:
Discriminant Projection Representation-based Classification for Vision Recognition. - Qingxiang Feng, Yicong Zhou:
Vision Recognition using Discriminant Sparse Optimization Learning. - Stefania Bandini, Luca Crociani, Giuseppe Vizzari, Flávio Soares Corrêa da Silva, Andrea Gorrini:
The Role of Compliance in Heterogeneous Interacting Agents: Data from Observations. - Shun Miao, Sebastien Piat, Peter Walter Fischer, Ahmet Tuysuzoglu, Philip W. Mewes, Tommaso Mansi, Rui Liao:
Dilated FCN for Multi-Agent 2D/3D Medical Image Registration. - Zeng Yu, Tianrui Li, Ning Yu, Xun Gong, Ke Chen, Yi Pan:
Three-Stream Convolutional Networks for Video-based Person Re-Identification. - Aysegul Dundar, Ignacio Garcia-Dorado:
Context Augmentation for Convolutional Neural Networks. - (Withdrawn) A Pitfall of Unsupervised Pre-Training.
- Michele Alberti, Manuel Bouillon, Rolf Ingold, Marcus Liwicki:
Open Evaluation Tool for Layout Analysis of Document Images. - Danping Liao, Yuntao Qian, Yuan Yan Tang:
Constrained Manifold Learning for Hyperspectral Imagery Visualization. - Avirup Bhattacharyya, Rajkumar Saini, Partha Pratim Roy, Debi Prosad Dogra, Samarjit Kar:
Recognizing Gender from Human Facial Regions using Genetic Algorithm. - Jamie R. Nuñez, Christopher R. Anderton, Ryan S. Renslow:
Optimizing colormaps with consideration for color vision deficiency to enable accurate interpretation of scientific data. - Si-yu Yu, Nanning Zheng, Yongqiang Ma, Hao Wu, Badong Chen:
A Novel Brain Decoding Method: a Correlation Network Framework for Revealing Brain Connections. - Mengwei Xu, Xuanzhe Liu, Yunxin Liu, Felix Xiaozhu Lin:
Accelerating Convolutional Neural Networks for Continuous Mobile Vision via Cache Reuse. - Hui Xu, Zirui Zhao, Yangfan Zhou, Michael R. Lyu:
On Benchmarking the Capability of Symbolic Execution Tools with Logic Bombs. - Jyoti Islam, Yanqing Zhang:
An Ensemble of Deep Convolutional Neural Networks for Alzheimer's Disease Detection and Classification. - Jose Alvarez, Stephane Maag, Fatiha Zaïdi:
DHYMON: a Continuous Decentralized Hybrid Monitoring Architecture for MANETs. - Maciej J. Mrowinski, Piotr Fronczak, Agata Fronczak, Marcel Ausloos, Olgica Nedic:
Artificial intelligence in peer review: How can evolutionary computation support journal editors? - Paul Wagenseller III, Feng Wang:
Size Matters: A Comparative Analysis of Community Detection Algorithms. - Pedram Gharani, Brian Suffoletto, Tammy Chung, Hassan A. Karimi:
An Artificial Neural Network for Gait Analysis to Estimate Blood Alcohol Content Level. - Wellington Pinheiro dos Santos, Francisco Marcos de Assis, Ricardo Emmanuel de Souza, Priscilla Batista Mendes, Henrique Specht de Souza Monteiro, Havana Diogo Alves:
Fuzzy-Based Dialectical Non-Supervised Image Classification and Clustering. - Higor Neto Lima, Wellington Pinheiro dos Santos, Mêuser Jorge Silva Valença:
Triagem virtual de imagens de imuno-histoquímica usando redes neurais artificiais e espectro de padrões. - Wellington Pinheiro dos Santos, Francisco Marcos de Assis:
Avaliação do método dialético na quantização de imagens multiespectrais. - Wellington Pinheiro dos Santos, Francisco Marcos de Assis, Ricardo Emmanuel de Souza, Plínio Batista dos Santos Filho, Fernando Buarque de Lima Neto:
Dialectical Multispectral Classification of Diffusion-Weighted Magnetic Resonance Images as an Alternative to Apparent Diffusion Coefficients Maps to Perform Anatomical Analysis. - Wellington Pinheiro dos Santos, Ricardo Emmanuel de Souza, Ascendino Flávio Dias e Silva, Plínio Batista dos Santos Filho:
Avaliação da doença de Alzheimer pela análise multiespectral de imagens DW-MR por redes RBF como alternativa aos mapas ADC. - Chaolu Feng:
IEOPF: An Active Contour Model for Image Segmentation with Inhomogeneities Estimated by Orthogonal Primary Functions. - Gen Li, Yuchen Jiao, Yuantao Gu:
Linear Convergence of An Iterative Phase Retrieval Algorithm with Data Reuse. - Ronny Tschüter, Johannes Ziegenbalg, Bert Wesarg, Matthias Weber, Christian Herold, Sebastian Döbel, Ronny Brendel:
An LLVM Instrumentation Plug-in for Score-P. - Kevin Shu, Andrew Ortegaray, Robert C. Berwick, Matilde Marcolli:
Phylogenetics of Indo-European Language families via an Algebro-Geometric Analysis of their Syntactic Structures. - Franco Manessi, Alessandro Rozza, Simone Bianco, Paolo Napoletano, Raimondo Schettini:
Automated Pruning for Deep Neural Network Compression. - David Cohen-Steiner, Weihao Kong, Christian Sohler, Gregory Valiant:
Approximating the Spectrum of a Graph. - José Lezama, Qiang Qiu, Pablo Musé, Guillermo Sapiro:
OLÉ: Orthogonal Low-rank Embedding, A Plug and Play Geometric Loss for Deep Learning. - Tuba Yavuz:
Partial Predicate Abstraction and Counter-Example Guided Refinement. - Qingzhi Liu, Wieger IJntema, Anass Drif, Przemyslaw Pawelczak, Marco Zuniga:
WiPLoc: Perpetual Indoor Localization with RF Wireless Power Transfer. - Svetlana Kiritchenko, Saif M. Mohammad:
Capturing Reliable Fine-Grained Sentiment Associations by Crowdsourcing and Best-Worst Scaling. - Manuele Rusci, Lukas Cavigelli, Luca Benini:
Design Automation for Binarized Neural Networks: A Quantum Leap Opportunity? - Chen Qin, Jo Schlemper, Jose Caballero, Anthony Price, Joseph V. Hajnal, Daniel Rueckert:
Convolutional Recurrent Neural Networks for Dynamic MR Image Reconstruction. - Robert M. Corless, Robert H. C. Moir, Marc Moreno Maza, Ning Xie:
Symbolic-Numeric Integration of Rational Functions. - Mate Boban, Apostolos Kousaridas, Konstantinos Manolakis, Joseph Eichinger, Wen Xu:
Use Cases, Requirements, and Design Considerations for 5G V2X. - Svetlana Kiritchenko, Saif M. Mohammad:
Best-Worst Scaling More Reliable than Rating Scales: A Case Study on Sentiment Intensity Annotation. - Uwe Der, Stefan Jähnichen, Jan Sürmeli:
Self-sovereign Identity - Opportunities and Challenges for the Digital Revolution. - Chung-Cheng Chiu, Tara N. Sainath, Yonghui Wu, Rohit Prabhavalkar, Patrick Nguyen, Zhifeng Chen, Anjuli Kannan, Ron J. Weiss, Kanishka Rao, Katya Gonina, Navdeep Jaitly, Bo Li, Jan Chorowski, Michiel Bacchiani:
State-of-the-art Speech Recognition With Sequence-to-Sequence Models. - Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard:
Tech Report: A Fast Multiscale Spatial Regularization for Sparse Hyperspectral Unmixing. - Gloria Beraldo, Morris Antonello, Andrea Cimolato, Emanuele Menegatti, Luca Tonin:
Brain-Computer Interface meets ROS: A robotic approach to mentally drive telepresence robots. - Stefan Bamberger, Felix Krahmer:
Optimal Fast Johnson-Lindenstrauss Embeddings for Large Data Sets. - Eran Assaf, Ran Ben-Basat, Gil Einziger, Roy Friedman:
Pay for a Sliding Bloom Filter and Get Counting, Distinct Elements, and Entropy for Free. - Michael Mitzenmacher:
Arithmetic Progression Hypergraphs: Examining the Second Moment Method. - Kexin Pei, Yinzhi Cao, Junfeng Yang, Suman Jana:
Towards Practical Verification of Machine Learning: The Case of Computer Vision Systems. - Svetlana Kiritchenko, Saif M. Mohammad:
The Effect of Negators, Modals, and Degree Adverbs on Sentiment Composition. - Makan Arastuie, Kevin S. Xu:
Link Formation in Egocentric Networks: Impacts of Local Degrees and Implications for Link Recommendation. - Avirup Sil, Radu Florian:
One for All: Towards Language Independent Named Entity Linking. - Carlo Angiuli, Kuen-Bang Hou (Favonia), Robert Harper:
Computational Higher Type Theory III: Univalent Universes and Exact Equality. - Bharat Singh, Hengduo Li, Abhishek Sharma, Larry S. Davis:
R-FCN-3000 at 30fps: Decoupling Detection and Classification. - Tara N. Sainath, Chung-Cheng Chiu, Rohit Prabhavalkar, Anjuli Kannan, Yonghui Wu, Patrick Nguyen, Zhifeng Chen:
Improving the Performance of Online Neural Transducer Models. - Shubham Tulsiani, Saurabh Gupta, David F. Fouhey, Alexei A. Efros, Jitendra Malik:
Factoring Shape, Pose, and Layout from the 2D Image of a 3D Scene. - Avirup Sil, Gourab Kundu, Radu Florian, Wael Hamza:
Neural Cross-Lingual Entity Linking. - David Silver, Thomas Hubert, Julian Schrittwieser, Ioannis Antonoglou, Matthew Lai, Arthur Guez, Marc Lanctot, Laurent Sifre, Dharshan Kumaran, Thore Graepel, Timothy P. Lillicrap, Karen Simonyan, Demis Hassabis:
Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm. - Yaron Gonen:
Analyzing Large-Scale, Distributed and Uncertain Data. - Rohit Prabhavalkar, Tara N. Sainath, Yonghui Wu, Patrick Nguyen, Zhifeng Chen, Chung-Cheng Chiu, Anjuli Kannan:
Minimum Word Error Rate Training for Attention-based Sequence-to-Sequence Models. - Mercedes García-Martínez, Loïc Barrault, Fethi Bougares:
Neural Machine Translation by Generating Multiple Linguistic Factors. - Sihao Ding, Andreas Wallin:
Towards Recovery of Conditional Vectors from Conditional Generative Adversarial Networks. - Diptarka Chakraborty, Debarati Das, Michal Koucký, Nitin Saurabh:
Optimal Quasi-Gray Codes: Does the Alphabet Matter? - Tara N. Sainath, Rohit Prabhavalkar, Shankar Kumar, Seungji Lee, Anjuli Kannan, David Rybach, Vlad Schogol, Patrick Nguyen, Bo Li, Yonghui Wu, Zhifeng Chen, Chung-Cheng Chiu:
No Need for a Lexicon? Evaluating the Value of the Pronunciation Lexica in End-to-End Models. - Jonghyun Choi, Jayant Krishnamurthy, Aniruddha Kembhavi, Ali Farhadi:
Structured Set Matching Networks for One-Shot Part Labeling. - Hadi Sarieddeen, Mohammad M. Mansour, Ali Chehab:
Large MIMO Detection Schemes Based on Channel Puncturing: Performance and Complexity Analysis. - Samuel J. Weisenthal, Haofu Liao, Philip Ng, Martin S. Zand:
Sum of previous inpatient serum creatinine measurements predicts acute kidney injury in rehospitalized patients. - Yujun Lin, Song Han, Huizi Mao, Yu Wang, William J. Dally:
Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training. - Hanwang Zhang, Yulei Niu, Shih-Fu Chang:
Grounding Referring Expressions in Images by Variational Context. - André Mastmeyer, Matthias Wilms, Heinz Handels:
Population-based Respiratory 4D Motion Atlas Construction and its Application for VR Simulations of Liver Punctures. - Joel Veness, Tor Lattimore, Avishkar Bhoopchand, Agnieszka Grabska-Barwinska, Christopher Mattern, Peter Toth:
Online Learning with Gated Linear Networks. - Jens Dede, Anna Förster, Enrique Hernández-Orallo, Jorge Herrera-Tapia, Koojana Kuladinithi, Vishnupriya Kuppusamy, Pietro Manzoni, Anas Bin Muslim, Asanga Udugama, Zeynep Vatandas:
Simulating Opportunistic Networks: Survey and Future Directions. - Junsik Kim, Seokju Lee, Tae-Hyun Oh, In So Kweon:
Co-domain Embedding using Deep Quadruplet Networks for Unseen Traffic Sign Recognition. - Alexey Grigorev:
Approaching the Ad Placement Problem with Online Linear Classification: The winning solution to the NIPS'17 Ad Placement Challenge. - Stepan Holub:
State spaces of convolutional codes, codings and encoders. - (Withdrawn) Optimal Sample Complexity for Stable Matrix Recovery.
- Omid Hosseini Jafari, Siva Karthik Mustikovela, Karl Pertsch, Eric Brachmann, Carsten Rother:
The Best of Both Worlds: Learning Geometry-based 6D Object Pose Estimation. - Long Chen, Hanwang Zhang, Jun Xiao, Wei Liu, Shih-Fu Chang:
Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Network. - Kyriaki Kalimeri, Mariano G. Beiró, Matteo Delfino, Robert Raleigh, Ciro Cattuto:
Predicting Demographics, Moral Foundations, and Human Values from Digital Behaviors. - Dung T. Phan, Radu Grosu, Nicola Paoletti, Scott A. Smolka, Scott D. Stoller:
How to Learn a Model Checker. - Mohammad Tofighi, Yuelong Li, Vishal Monga:
Blind Image Deblurring Using Row-Column Sparse Representations. - A. J. Piergiovanni, Michael S. Ryoo:
Learning Latent Super-Events to Detect Multiple Activities in Videos. - Darine Ameyed, Fehmi Jaafar, Jaouhar Fattahi:
A Slow Read attack Using Cloud. - Yantian Zha, Yikang Li, Sriram Gopalakrishnan, Baoxin Li, Subbarao Kambhampati:
Recognizing Plans by Learning Embeddings from Observed Action Distributions. - Mengyao Zhai, Jiacheng Chen, Ruizhi Deng, Lei Chen, Ligeng Zhu, Greg Mori:
Learning to Forecast Videos of Human Activity with Multi-granularity Models and Adaptive Rendering. - Nelson Marcelo Romero Aquino, Adolfo Gustavo Serra Seca Neto, Heitor Silvério Lopes:
A Study on the Perception of Researchers about the Application of Agile Software Development Methods in Research. - Salman Mohammed, Peng Shi, Jimmy Lin:
Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks. - Amina E. Hussein:
What's in my closet?: Image classification using fuzzy logic. - Yi Li, Vasileios Nakos:
Deterministic Heavy Hitters with Sublinear Query Time. - Nand Sharma, Prathamesh Verlekar, Rehab Ashary, Majdi Khaled, Sui Zhiquan:
Sparsity Regularization for classification of large dimensional data. - Nand Sharma:
Single-trial P300 Classification using PCA with LDA, QDA and Neural Networks. - Milo R. Dorr, Phillip Colella, Mikhail A. Dorf, Debojyoti Ghosh, Jeffrey A. F. Hittinger, Peter O. Schwartz:
High-order Discretization of a Gyrokinetic Vlasov Model in Edge Plasma Geometry. - Erich Grädel, Val Tannen:
Semiring Provenance for First-Order Model Checking. - Kyeong Soo Kim, Sanghyuk Lee, Kaizhu Huang:
A Scalable Deep Neural Network Architecture for Multi-Building and Multi-Floor Indoor Localization Based on Wi-Fi Fingerprinting. - Xiaohuan Wu, Wei-Ping Zhu, Jun Yan:
A High-resolution DOA Estimation Method with a Family of Nonconvex Penalties. - Ronald A. Metoyer, Walter J. Scheirer, Qiyu Zhi, Bart Janczuk:
Coupling Story to Visualization: Using Textual Analysis as a Bridge Between Data and Interpretation. - Hu Xu, Sihong Xie, Lei Shu, Philip S. Yu:
Dual Attention Network for Product Compatibility and Function Satisfiability Analysis. - Jinseok Choi, Junmo Sung, Brian L. Evans, Alan Gatherer:
ADC Bit Optimization for Spectrum- and Energy-Efficient Millimeter Wave Communications. - Xiaojun Liu, Wenbo Wang, Dusit Niyato, Narisa Zhao, Ping Wang:
Evolutionary Game for Mining Pool Selection in Blockchain Networks. - Aditya Devarakonda, Maxim Naumov, Michael Garland:
AdaBatch: Adaptive Batch Sizes for Training Deep Neural Networks. - Ryan Hermle:
Projection Method for Solving Stokes Flow. - Sushant Kafle, Matt Huenerfauth:
Evaluating the Usability of Automatically Generated Captions for People who are Deaf or Hard of Hearing. - Yan Huang, Qi Wu, Liang Wang:
Learning Semantic Concepts and Order for Image and Sentence Matching. - Peter Henderson, Thang Doan, Riashat Islam, David Meger:
Bayesian Policy Gradients via Alpha Divergence Dropout Inference. - Borui Wang, Geoffrey Gordon:
Learning General Latent-Variable Graphical Models with Predictive Belief Propagation and Hilbert Space Embeddings. - Jinbae Im, Sungzoon Cho:
Distance-based Self-Attention Network for Natural Language Inference. - Shivanthan A. C. Yohanandan, Adrian G. Dyer, Dacheng Tao, Andy Song:
Saliency Preservation in Low-Resolution Grayscale Images. - Le Hui, Xiang Li, Jiaxin Chen, Hongliang He, Chen Gong, Jian Yang:
Unsupervised Multi-Domain Image Translation with Domain-Specific Encoders/Decoders. - Hongge Chen, Huan Zhang, Pin-Yu Chen, Jinfeng Yi, Cho-Jui Hsieh:
Show-and-Fool: Crafting Adversarial Examples for Neural Image Captioning. - Kartik Mohta, Michael Watterson, Yash Mulgaonkar, Sikang Liu, Chao Qu, Anurag Makineni, Kelsey Saulnier, Ke Sun, Alex Zihao Zhu, Jeffrey A. Delmerico, Konstantinos Karydis, Nikolay Atanasov, Giuseppe Loianno, Davide Scaramuzza, Kostas Daniilidis, Camillo Jose Taylor, Vijay Kumar:
Fast, Autonomous Flight in GPS-Denied and Cluttered Environments. - ChenYang Xia, YouZhe Fan, Ji Chen, Chi-Ying Tsui:
On Path Memory in List Successive Cancellation Decoder of Polar Codes. - Mikhail Vilgelm, Sebastian Schiessl, Hussein Al-Zubaidy, Wolfgang Kellerer, James Gross:
On the Reliability of LTE Random Access: Performance Bounds for Machine-to-Machine Burst Resolution Time. - Alex Varghese, Mohammed Safwan K. P., Ganapathy Krishnamurthi:
Automatic Segmentation and Overall Survival Prediction in Gliomas using Fully Convolutional Neural Network and Texture Analysis. - Michael Schapira, Gal Shahaf:
Oblivious Routing via Random Walks. - Yongsheng Tang, Ting Yao, Shixin Zhu, Xiaoshan Kai:
A family of constacyclic codes over F2m+uF2m and application to quantum codes. - David Barmherzig, Ju Sun:
A Local Analysis of Block Coordinate Descent for Gaussian Phase Retrieval. - Pierre-François Marteau:
Sequence Covering for Efficient Host-Based Intrusion Detection. - Feng Shu, Yaolu Qin, Tingting Liu, Linqing Gui, Yijin Zhang, Jun Li, Zhu Han:
Low-Complexity and High-Resolution DOA Estimation for Hybrid Analog and Digital Massive MIMO Receive Array. - Patrick Wieschollek, Orazio Gallo, Jinwei Gu, Jan Kautz:
Separating Reflection and Transmission Images in the Wild. - Lei Shang:
Exact Algorithms With Worst-case Guarantee For Scheduling: From Theory to Practice. - Feng Shu, Siming Wan, Yongpeng Wu, Shihao Yan, Riqing Chen, Jun Li, Jinhui Lu:
Adaptive Robust Null-Space Projection Beamforming Scheme for Secure Wireless Transmission with AN-aided Directional Modulation. - Hao Xiong, Zhongjun He, Xiaoguang Hu, Hua Wu:
Multi-channel Encoder for Neural Machine Translation. - Huy Phan, Philipp Koch, Ian McLoughlin, Alfred Mertins:
Enabling Early Audio Event Detection with Neural Networks. - Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Q. Phung:
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network. - Frédéric Rayar, Masanori Goto, Seiichi Uchida:
CNN training with graph-based sample preselection: application to handwritten character recognition. - Hailong Huang, Andrey V. Savkin, Ming Ding, Mohamed Ali Kâafar:
Optimized Deployment of Autonomous Drones to Improve User Experience in Cellular Networks. - (Withdrawn) Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend Prediction.
- Emekcan Aras, Nicolas J. Small, Gowri Sankar Ramachandran, Stéphane Delbruel, Wouter Joosen, Danny Hughes:
Selective Jamming of LoRaWAN using Commodity Hardware. - Stefan Felsner, Manfred Scheucher:
Arrangements of Pseudocircles: On Circularizability. - Christopher Mattern:
Generalized Probability Smoothing. - Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez:
Guided Labeling using Convolutional Neural Networks. - Ricardo Gamelas Sousa, Luís A. Alexandre, Jorge M. Santos, Luís M. Silva, Joaquim Marques de Sá:
Distribution-Based Categorization of Classifier Transfer Learning. - Huan Yin, Yue Wang, Li Tang, Xiaqing Ding, Rong Xiong:
LocNet: Global localization in 3D point clouds for mobile robots. - Vlad Dragoi, Hervé Talé Kalachi:
Cryptanalysis of a public key encryption scheme based on QC-LDPC and QC-MDPC codes. - Yuliang Liu, Lianwen Jin, Shuaitao Zhang, Sheng Zhang:
Detecting Curve Text in the Wild: New Dataset and New Solution. - Alfonso Cevallos, Stefan Weltge, Rico Zenklusen:
Lifting Linear Extension Complexity Bounds to the Mixed-Integer Setting. - Hu Xu, Sihong Xie, Lei Shu, Philip S. Yu:
Product Function Need Recognition via Semi-supervised Attention Network. - Agata Mosinska, Pablo Márquez-Neila, Mateusz Kozinski, Pascal Fua:
Beyond the Pixel-Wise Loss for Topology-Aware Delineation. - Alexandros Mittos, Bradley A. Malin, Emiliano De Cristofaro:
Systematizing Genomic Privacy Research - A Critical Analysis. - Masaharu Sakamoto, Hiroki Nakano, Kun Zhao, Taro Sekiyama:
Lung Nodule Classification by the Combination of Fusion Classifier and Cascaded Convolutional Neural Networks. - Yang Luo, Qixun Zhang, Qingni Shen, Hongzhi Liu, Zhonghai Wu:
Android Multi-Level System Permission Management Approach. - Arkaitz Zubiaga, Elena Kochkina, Maria Liakata, Rob Procter, Michal Lukasik, Kalina Bontcheva, Trevor Cohn, Isabelle Augenstein:
Discourse-Aware Rumour Stance Classification in Social Media Using Sequential Classifiers. - (Withdrawn) Pose-Normalized Image Generation for Person Re-identification.
- Van Chan Ngo, Axel Legay:
Formal Verification of Probabilistic SystemC Models with Statistical Model Checking. - Lutz Bornmann, Robin Haunschild:
Normalization of zero-inflated data: An empirical analysis of a new indicator family and its use with altmetrics data. - Marcin Filo, Chuan Heng Foh, Seiamak Vahid, Rahim Tafazolli:
Stochastic Geometry Analysis of Ultra-Dense Networks: Impact of Antenna Height and Performance Limits. - Giannis Haralabopoulos, Ioannis Anagnostopoulos, Sherali Zeadally:
Viral content propagation in Online Social Networks. - Silviu S. Craciunas, Ramon Serna Oliver, Wilfried Steiner:
Formal Scheduling Constraints for Time-Sensitive Networks. - Gabriele Torre, Michael Graber:
An Efficient Algorithm for Non-Negative Matrix Factorization with Random Projections. - Bolin Wei, Shuai Lu, Lili Mou, Hao Zhou, Pascal Poupart, Ge Li, Zhi Jin:
Why Do Neural Dialog Systems Generate Short and Meaningless Replies? A Comparison between Dialog and Translation. - Nihal Tas, Sümeyra Uçar, Nihal Yilmaz Özgür, Öznur Öztunç Kaymak:
A New Coding/Decoding Algorithm using Fibonacci Numbers. - Rui A. P. Perdigão:
Polyadic Entropy, Synergy and Redundancy among Statistically Independent Processes in Nonlinear Statistical Physics with Microphysical Codependence. - Yunhan Zhao, Haider Ali, René Vidal:
Stretching Domain Adaptation: How far is too far? - Wonje Choi, Karthi Duraisamy, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu:
On-Chip Communication Network for Efficient Training of Deep Convolutional Networks on Heterogeneous Manycore Systems. - Jason Ku, Melissa Mozifian, Jungwook Lee, Ali Harakeh, Steven Lake Waslander:
Joint 3D Proposal Generation and Object Detection from View Aggregation. - Gangyuan Jing, Tarik Tosun, Mark Yim, Hadas Kress-Gazit:
Accomplishing High-Level Tasks with Modular Robots. - Michele Braccini:
Applications of Biological Cell Models in Robotics. - Su Li, Michael Gastpar:
Cooperative Data Exchange based on MDS Codes. - David F. Fouhey, Weicheng Kuo, Alexei A. Efros, Jitendra Malik:
From Lifestyle Vlogs to Everyday Interactions. - Vinay Verma, Nikita Agarwal, Nitin Khanna:
DCT-domain Deep Convolutional Neural Networks for Multiple JPEG Compression Classification. - Mahdi Namazifar:
Named Entity Sequence Classification. - Rana Soltani-Zarrin, Amin Zeiaee, Andrew Eib, Reza Langari, Reza Tafreshi:
Cleverarm: A Novel Exoskeleton For Rehabilitation Of Upper Limb Impairments. - Rana Soltani-Zarrin, Amin Zeiaee, Reza Langari, Richard J. Malak:
A Systematic Approach For Kinematic Design Of Upper Limb Rehabilitation Exoskeletons. - Ben Mildenhall, Jonathan T. Barron, Jiawen Chen, Dillon Sharlet, Ren Ng, Robert Carroll:
Burst Denoising with Kernel Prediction Networks. - Omid Poursaeed, Isay Katsman, Bicheng Gao, Serge J. Belongie:
Generative Adversarial Perturbations. - Stanislav Poslavsky:
Rings: an efficient Java/Scala library for polynomial rings. - (Withdrawn) Bivariate Separable-Dimension Glyphs can Improve Visual Analysis of Holistic Features.
- Rana Soltani-Zarrin, Amin Zeiaee, Reza Langari, Reza Tafreshi:
A Computational Approach for Human-like Motion Generation in Upper Limb Exoskeletons Supporting Scapulohumeral Rhythms. - Libing Wu, Cong Quan, Chenliang Li, Qian Wang, Bolong Zheng:
A Context-Aware User-Item Representation Learning for Item Recommendation. - Tanmoy Chakraborty, Noseong Park:
Ensemble-Based Discovery of Disjoint, Overlapping and Fuzzy Community Structures in Networks. - Márcia R. Cappelle, Les R. Foulds, Humberto J. Longo:
A note on searching sorted unbalanced three-dimensional arrays. - Guodong Zhang, Shengyang Sun, David Duvenaud, Roger B. Grosse:
Noisy Natural Gradient as Variational Inference. - Onur Çagirici:
Utilizing hyperplanar substructures to perform efficient range-based WSN localization. - Zhiwei Jia, Haoshen Hong, Siyang Wang, Zhuowen Tu:
Top-down Flow Transformer Networks. - Matthias Faessler, Antonio Franchi, Davide Scaramuzza:
Differential Flatness of Quadrotor Dynamics Subject to Rotor Drag for Accurate Tracking of High-Speed Trajectories. - Hongyu Xu, Xutao Lv, Xiaoyu Wang, Zhou Ren, Rama Chellappa:
Deep Regionlets for Object Detection. - Séverin Lemaignan, Charlotte Edmunds, Emmanuel Senft, Tony Belpaeme:
The Free-play Sandbox: a Methodology for the Evaluation of Social Robotics and a Dataset of Social Interactions. - Preeti Gopal, Ritwick Chaudhry, Sharat Chandran, Imants D. Svalbe, Ajit Rajwade:
Tomographic Reconstruction using Global Statistical Prior. - Liang Zhang, Gang Wang, Georgios B. Giannakis, Jie Chen:
Compressive Phase Retrieval via Reweighted Amplitude Flow. - Andrew Tulloch, Yangqing Jia:
High performance ultra-low-precision convolutions on mobile devices. - Ming-Hsiang Tsou, Hao Zhang, Chin-Te Jung:
Identifying Data Noises, User Biases, and System Errors in Geo-tagged Twitter Messages (Tweets). - Hailong Huang:
Performance Improvement by Introducing Mobility in Wireless Communication Networks. - Cristian Ionita, Alexandru Barbulescu:
Real-time Video Processing in Web Applications. - Farzaneh Sheikhnezhad Fard, Thomas Trappenberg:
A Novel Model for Arbitration between Planning and Habitual Control Systems. - Utkarsh R. Patel, Piero Triverio, Sean V. Hum:
A Macromodeling Approach to Efficiently Compute Scattering from Large Arrays of Complex Scatterers. - Dimitrios Stamoulis, Ermao Cai, Da-Cheng Juan, Diana Marculescu:
HyperPower: Power- and Memory-Constrained Hyper-Parameter Optimization for Neural Networks. - Konrad K. Dabrowski, Daniël Paulusma:
On Colouring (2P2, H)-Free and (P5, H)-Free Graphs. - Valdemar Vicente Graciano Neto, Luiz Fernando Batista Loja:
Towards Methods for Model-Based Software Development. - Dogancan Temel, Gukyeong Kwon, Mohit Prabhushankar, Ghassan AlRegib:
CURE-TSR: Challenging Unreal and Real Environments for Traffic Sign Recognition. - Jingke Xu, Zhifang Zhang:
On Sub-Packetization of Capacity-Achieving PIR Schemes for MDS Coded Databases. - Woon Sang Cho, Mengdi Wang:
Deep Primal-Dual Reinforcement Learning: Accelerating Actor-Critic using Bellman Duality. - Jurek Czyzowicz, Ryan Killick, Evangelos Kranakis, Danny Krizanc, Oscar Morales-Ponce:
Gathering in the Plane of Location-Aware Robots in the Presence of Spies. - Jifeng Wang, Xiang Li, Le Hui, Jian Yang:
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal. - Paul Reisert, Naoya Inoue, Naoaki Okazaki, Kentaro Inui:
A Corpus of Deep Argumentative Structures as an Explanation to Argumentative Relations. - Mozhgan Azimpourkivi, Umut Topkara, Bogdan Carbunar:
A Secure Mobile Authentication Alternative to Biometrics. - Jiajun Lu, Hussein Sibai, Evan Fabry:
Adversarial Examples that Fool Detectors. - Chen Huang, Chen Kong, Simon Lucey:
CNNs are Globally Optimal Given Multi-Layer Support. - Chen Kong, Simon Lucey:
Take it in your stride: Do we need striding in CNNs? - Tom Sercu, Youssef Mroueh:
Semi-Supervised Learning with IPM-based GANs: an Empirical Study. - Teng Zhang, Arnold Wiliem, Siqi Yang, Brian C. Lovell:
TV-GAN: Generative Adversarial Network Based Thermal to Visible Face Recognition. - Simyung Chang, John Yang, Seonguk Park, Nojun Kwak:
Broadcasting Convolutional Network. - Thomas-Peter Fries:
Higher-order surface FEM for incompressible Navier-Stokes flows on manifolds. - Mark Scanlon:
Enabling the Remote Acquisition of Digital Forensic Evidence through Secure Data Transmission and Verification. - Marcin Copik:
Parallel Prefix Algorithms for the Registration of Arbitrarily Long Electron Micrograph Series. - Haris Aziz, Anna Bogomolnaia, Hervé Moulin:
Fair mixing: the case of dichotomous preferences. - Jose Marques, Gabriel Falcão, Luís A. Alexandre:
Distributed learning of CNNs on heterogeneous CPU/GPU architectures. - Yunlong Wang, Lingdan Wu, Jan-Philipp Lange, Ahmed Fadhil, Harald Reiterer:
Persuasive Technology in Reducing Prolonged Sedentary Behavior at Work: A Systematic Review. - Yunlong Wang, Ahmed Fadhil, Jan-Philipp Lange, Harald Reiterer:
Towards a Holistic Approach to Designing Theory-based Mobile Health Interventions. - Nicolás Ruiz:
A multiplicative masking method for preserving the skewness of the original micro-records. - Qimin Xu, Bo Yang, Qiaoni Han, Cailian Chen, Xinping Guan:
Optimal Power Management for Failure Mode of AC/DC Microgrids in All-Electric Ships. - Han Xiao:
Hungarian Layer: Logics Empowered Neural Architecture. - Nicolás Ruiz:
A general cipher for individual data anonymization. - Kuniaki Saito, Kohei Watanabe, Yoshitaka Ushiku, Tatsuya Harada:
Maximum Classifier Discrepancy for Unsupervised Domain Adaptation. - Han-Mu Park, Kuk-Jin Yoon:
Multi-layer Random Walks Synchronization for Multi-attributed Multiple Graph Matching. - Zhifeng Yuan, Yuzhou Hu, Weimin Li, Jianqiang Dai:
Blind Multi-user Detection for Autonomous Grant-free High-Overloading MA without Reference Signal. - Pierre-Yves Chevalier, Vladimir V. Gusev, Raphaël M. Jungers, Julien M. Hendrickx:
Sets of Stochastic Matrices with Converging Products: Bounds and Complexity. - Samuel Rota Bulò, Lorenzo Porzi, Peter Kontschieder:
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs. - Piotr K. Tysowski, Xinhua Ling, Norbert Lütkenhaus, Michele Mosca:
The Engineering of a Scalable Multi-Site Communications System Utilizing Quantum Key Distribution (QKD). - Liqian Ma, Qianru Sun, Stamatios Georgoulis, Luc Van Gool, Bernt Schiele, Mario Fritz:
Disentangled Person Image Generation. - Darren Engwirda:
Generalised primal-dual grids for unstructured co-volume schemes. - Wei-Lin Hsiao, Kristen Grauman:
Creating Capsule Wardrobes from Fashion Images. - Chia-Yu Chen, Jungwook Choi, Daniel Brand, Ankur Agrawal, Wei Zhang, Kailash Gopalakrishnan:
AdaComp : Adaptive Residual Gradient Compression for Data-Parallel Distributed Training. - Ori Peled, Oron Sabag, Haim H. Permuter:
Feedback Capacity and Coding for the (0, k)-RLL Input-Constrained BEC. - Michele Polese, Marco Mezzavilla, Menglei Zhang, Jing Zhu, Sundeep Rangan, Shivendra S. Panwar, Michele Zorzi:
milliProxy: a TCP Proxy Architecture for 5G mmWave Cellular Systems. - Ayumi Igarashi, Robert Bredereck, Dominik Peters, Edith Elkind:
Group Activity Selection on Social Networks. - Xiaomin Chen, Douglas J. Leith:
Multi-destination Aggregation with Binary Symmetric Broadcast Channel Based Coding in 802.11 WLANs. - Syed Shakib Sarwar, Aayush Ankit, Kaushik Roy:
Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing. - Romeo Orsolino, Michele Focchi, Carlos Mastalli, Hongkai Dai, Darwin G. Caldwell, Claudio Semini:
The Actuation-consistent Wrench Polytope (AWP) and the Feasible Wrench Polytope (FWP). - Xiao Chen, Zhen Qian, Ram Rajagopal, Todd Stiers, Christopher Flores, Robert Kavaler, Floyd Williams III:
Parking Sensing and Information System: Sensors, Deployment, and Evaluation. - Adrian Galdran, Aitor Alvarez-Gila, Alessandro Bria, Javier Vazquez-Corral, Marcelo Bertalmío:
On the Duality Between Retinex and Image Dehazing. - Adrian Bulat, Georgios Tzimiropoulos:
Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs. - Sachin Pawar, Nitin Ramrakhiyani, Swapnil Hingmire, Girish K. Palshikar:
Topics and Label Propagation: Best of Both Worlds for Weakly Supervised Text Classification. - Christy Y. Li, Dimitris Konomis, Graham Neubig, Pengtao Xie, Carol Cheng, Eric P. Xing:
Convolutional Neural Networks for Medical Diagnosis from Admission Notes. - Ron Levie, Nir A. Sochen:
A wavelet Plancherel theory with application to sparse continuous wavelet transform. - Logan Engstrom, Dimitris Tsipras, Ludwig Schmidt, Aleksander Madry:
A Rotation and a Translation Suffice: Fooling CNNs with Simple Transformations. - Kian Ahrabian, Bagher BabaAli:
On Usage of Autoencoders and Siamese Networks for Online Handwritten Signature Verification. - Basant Agarwal, Heri Ramampiaro, Helge Langseth, Massimiliano Ruocco:
A Deep Network Model for Paraphrase Detection in Short Text Messages. - Alex Levinshtein, Edmund Phung, Parham Aarabi:
Hybrid eye center localization using cascaded regression and hand-crafted model fitting. - Ricardo Gamelas Sousa, Jorge M. Santos, Luís M. Silva, Luís A. Alexandre, Tiago Esteves, Sara Rocha, Paulo Monjardino, Joaquim Marques de Sá, Francisco Figueiredo, Pedro Quelhas:
Stacked Denoising Autoencoders and Transfer Learning for Immunogold Particles Detection and Recognition. - Panagiotis Strouthopoulos, Apostolos Papadopoulos:
Core Discovery in Hidden Graphs. - Li Zhou, Kevin Small, Oleg Rokhlenko, Charles Elkan:
End-to-End Offline Goal-Oriented Dialog Policy Learning via Policy Gradient. - Evan Byrne, Rémi Gribonval, Philip Schniter:
Sketched Clustering via Hybrid Approximate Message Passing. - Ragnar Freij-Hollanti, Oliver W. Gnilke, Camilla Hollanti, Anna-Lena Horlemann-Trautmann, David A. Karpuk, Ivo Kubjas:
t-Private Information Retrieval Schemes Using Transitive Codes. - Lukas Mosser, Olivier Dubrule, Martin J. Blunt:
Stochastic reconstruction of an oolitic limestone by generative adversarial networks. - Han He, Lei Wu, Hua Yan, Zhimin Gao, Yi Feng, George Townsend:
Effective Neural Solution for Multi-Criteria Word Segmentation. - Ayush Tewari, Michael Zollhöfer, Pablo Garrido, Florian Bernard, Hyeongwoo Kim, Patrick Pérez, Christian Theobalt:
Self-supervised Multi-level Face Model Learning for Monocular Reconstruction at over 250 Hz. - Aditya Ganeshan:
Per-Pixel Feedback for improving Semantic Segmentation. - Hemant Kumar Aggarwal, Merry P. Mani, Mathews Jacob:
MoDL: Model Based Deep Learning Architecture for Inverse Problems. - Hossein Talebi Esfandarani, Peyman Milanfar:
Learned Perceptual Image Enhancement. - Harold Boley, Gen Zou:
Perspectival Knowledge in PSOA RuleML: Representation, Model Theory, and Translation. - Sounaka Mishra, Shijin Rajakrishnan:
The Complexity of Maximum k-Order Bounded Component Set Proble. - Yassmeen Elderhalli, Osman Hasan, Waqar Ahmad, Sofiène Tahar:
Dynamic Fault Trees Analysis using an Integration of Theorem Proving and Model Checking. - Zhe Hu, Yinglan Ma, Lizhuang Ma:
Multi-Scale Video Frame-Synthesis Network with Transitive Consistency Loss. - Irina Pashchenko:
One More Way to Encrypt a Message. - Hojjat Abdollahi, Ali Mollahosseini, Joshua T. Lane, Mohammad H. Mahoor:
A Pilot Study on Using an Intelligent Life-like Robot as a Companion for Elderly Individuals with Dementia and Depression. - Brad Carlile, Akiko Marti, Guy Delamarter:
Columnar Database Techniques for Creating AI Features. - Michael Neunert, Markus Stäuble, Markus Giftthaler, Carmine Dario Bellicoso, Jan Carius, Christian Gehring, Marco Hutter, Jonas Buchli:
Whole-Body Nonlinear Model Predictive Control Through Contacts for Quadrupeds. - Hiroshi Kuwajima, Masayuki Tanaka:
Network Analysis for Explanation. - Kaiyue Lu, Shaodi You, Nick Barnes:
Deep Image Smoothing based on Texture and Structure Guidance. - Eric Chu, Deb Roy:
Audio-Visual Sentiment Analysis for Learning Emotional Arcs in Movies. - Sergey Shuvaev, Hamza Giaffar, Alexei A. Koulakov:
Representations of Sound in Deep Learning of Audio Features from Music. - Sukhpal Singh Gill, Rajkumar Buyya:
A Taxonomy and Future Directions for Sustainable Cloud Computing: 360 Degree View. - Pratyush Chakraborty, Enrique Baeyens, Kameshwar Poolla, Pramod P. Khargonekar, Pravin Varaiya:
Sharing Storage in a Smart Grid: A Coalitional Game Approach. - Yahui Sun:
Physarum-inspired Network Optimization: A Review. - Fabien André:
Exploiting Modern Hardware for High-Dimensional Nearest Neighbor Search. - Esther Ezra, Sariel Har-Peled, Haim Kaplan, Micha Sharir:
Decomposing arrangements of hyperplanes: VC-dimension, combinatorial dimension, and point location. - Vatsal Patel, Sanjay Krishnan, Aimee Goncalves, Carolyn Chen, Walter Doug Boyd, Ken Goldberg:
Using Intermittent Synchronization to Compensate for Rhythmic Body Motion During Autonomous Surgical Cutting and Debridement. - Vatsal Patel, Sanjay Krishnan, Aimee Goncalves, Ken Goldberg:
SPRK: A Low-Cost Stewart Platform For Motion Study In Surgical Robotics. - Yuan Yuan, Tracy Xiao Liu, Chenhao Tan, Jie Tang:
Online Red Packets: A Large-scale Empirical Study of Gift Giving on WeChat. - Saeed Anwar, Cong Phuoc Huynh, Fatih Porikli:
Chaining Identity Mapping Modules for Image Denoising. - Jinho Choi:
Layered Non-Orthogonal Random Access with SIC and Transmit Diversity for Reliable Transmissions. - Ken Sakurada, Weimin Wang, Nobuo Kawaguchi, Ryosuke Nakamura:
Dense Optical Flow based Change Detection Network Robust to Difference of Camera Viewpoints. - Asif Imran, Md. S. Q. Zulkar Nine, Kemal Guner, Tevfik Kosar:
OneDataShare: A Vision for Cloud-hosted Data Transfer Scheduling and Optimization as a Service. - Sariel Har-Peled, Mitchell Jones:
How to Net a Convex Shape. - Casey Chu, Andrey Zhmoginov, Mark Sandler:
CycleGAN, a Master of Steganography. - Akhilesh S. Thyagaturu:
Software Defined Applications in Cellular and Optical Networks. - Thanh-Toan Do, Dang-Khoa Le Tan, Tuan Hoang, Ngai-Man Cheung:
Compact Hash Code Learning with Binary Deep Neural Network. - Mehreen Alam, Sibt ul Hussain:
Sequence to Sequence Networks for Roman-Urdu to Urdu Transliteration. - Dawei Yang, Jia Deng:
Shape from Shading through Shape Evolution. - Yaqi Hao, Daizhan Cheng:
On Skew-Symmetric Games. - Ali Dorri, Salil S. Kanhere, Raja Jurdak, Praveen Gauravaram:
LSB: A Lightweight Scalable BlockChain for IoT Security and Privacy. - Kamaledin Ghiasi-Shirazi:
Learning 2D Gabor Filters by Infinite Kernel Learning Regression. - Chen Zhu, Hengshu Zhu, Hui Xiong, Pengliang Ding, Fang Xie:
Recruitment Market Trend Analysis with Sequential Latent Variable Models. - Fangzhou Liao, Ming Liang, Yinpeng Dong, Tianyu Pang, Jun Zhu, Xiaolin Hu:
Defense against Adversarial Attacks Using High-Level Representation Guided Denoiser. - Toru Niina:
Periortree: An Extention of R-Tree for Periodic Boundary Conditions. - Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan:
Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis. - Bob D. de Vos, Nikolas Leßmann, Pim A. de Jong, Max A. Viergever, Ivana Isgum:
Direct and Real-Time Cardiovascular Risk Prediction. - Shun Watanabe:
A Classification of Functions in Multiterminal Distributed Computing. - Hao Lin, Hengshu Zhu, Yuan Zuo, Chen Zhu, Junjie Wu, Hui Xiong:
Collaborative Company Profiling: Insights from an Employee's Perspective. - Farnood Salehi, Patrick Thiran, L. Elisa Celis:
Stochastic Dual Coordinate Descent with Bandit Sampling. - Claudio S. Pinhanez:
Computer Interfaces to Organizations: Perspectives on Borg-Human Interaction Design. - Ali Maatouk, Salah Eddine Hajri, Mohamad Assaad, Hikmet Sari, Serdar Sezginer:
Graph Theory Based Approach to Users Grouping and Downlink Scheduling in FDD Massive MIMO. - Thomas Hupperich, Dennis Tatang, Nicolai Wilkop, Thorsten Holz:
An Empirical Study on Price Differentiation Based on System Fingerprints. - Junxuan Li, Shaodi You, Antonio Robles-Kelly:
A Frequency Domain Neural Network for Fast Image Super-resolution. - Anuja Meetoo Appavoo, Seth Gilbert, Kian-Lee Tan:
Shrewd Selection Speeds Surfing: Use Smart EXP3! - Zengkun Li:
A Heuristic Search Algorithm Using the Stability of Learning Algorithms in Certain Scenarios as the Fitness Function: An Artificial General Intelligence Engineering Approach. - Gadi Pinkas, Shimon Cohen:
Artificial Neural Networks that Learn to Satisfy Logic Constraints. - Huu Phuoc Bui, Satyendra Tomar, Stéphane P. A. Bordas:
Corotational Cut Finite Element Method for real-time surgical simulation: application to needle insertion simulation. - Magnús M. Halldórsson, Tigran Tonoyan:
Wireless Aggregation at Nearly Constant Rate. - Ali Maatouk, Mohamad Assaad, Anthony Ephremides:
Energy Efficient and Throughput Optimal CSMA Scheme. - John MacCormick:
Strategies for basing the CS theory course on non-decision problems. - Mengwei Xu, Feng Qian, Saumay Pushp:
Enabling Cooperative Inference of Deep Learning on Wearables and Smartphones. - Leonardo Seiji Oyama, Carlo Kleber da Silva Rodrigues, Sérgio Simas Lopes Peres, Brian F. Goldiez:
Terrain Database Correlation Assessment Using an Open Source Tool. - Anh Nguyen-Duc, Pekka Abrahamsson:
Exploring the outsourcing relationship in software startups: A multiple case study. - Hassan Khosravi:
Recommendation in Personalised Peer-Learning Environments. - Adrian Kent:
Replication Ethics. - Ion Dronic:
A path to AI. - Montserrat Estañol, Francesco Masucci, Alessandro Mosca, Ismael Ràfols:
Mapping knowledge with ontologies: the case of obesity. - Dimitrios S. Alexiadis, Anargyros Chatzitofis, Nikolaos Zioulis, Olga Zoidi, Georgios Louizis, Dimitrios Zarpalas, Petros Daras:
An Integrated Platform for Live 3D Human Reconstruction and Motion Capturing. - Mayank Kejriwal, Jiayuan Ding, Runqi Shao, Anoop Kumar, Pedro A. Szekely:
FlagIt: A System for Minimally Supervised Human Trafficking Indicator Mining. - Tong Xu, Hengshu Zhu, Chen Zhu, Pan Li, Hui Xiong:
Measuring the Popularity of Job Skills in Recruitment Market: A Multi-Criteria Approach. - Ion Victor Gosea, Athanasios C. Antoulas:
On the H2 norm and iterative model order reduction of linear switched systems. - Pascal Laube, Michael Grunwald, Matthias O. Franz, Georg Umlauf:
Image Inpainting for High-Resolution Textures using CNN Texture Synthesis. - Tim Besard, Christophe Foket, Bjorn De Sutter:
Effective Extensible Programming: Unleashing Julia on GPUs. - Jameel Malik, Ahmed Elhayek, Didier Stricker:
Simultaneous Hand Pose and Skeleton Bone-Lengths Estimation from a Single Depth Image. - Luciano A. Abriata:
Concurrent interactive visualization and handling of molecular structures over the Internet in web browsers. - Charles A. Johnson, Enoch Yeung:
A Class of Logistic Functions for Approximating State-Inclusive Koopman Operators. - Kartik Audhkhasi, Brian Kingsbury, Bhuvana Ramabhadran, George Saon, Michael Picheny:
Building competitive direct acoustics-to-word models for English conversational speech recognition. - Richard Mayne:
When the path is never shortest: a reality check on shortest path biocomputation. - Mohamed Aturban, Michael L. Nelson, Michele C. Weigle:
Difficulties of Timestamping Archived Web Pages. - Battista Biggio, Fabio Roli:
Wild Patterns: Ten Years After the Rise of Adversarial Machine Learning. - Loic Guegan, Nour Murad, Jean Lebreton, Sylvain Bonhommeau:
Integrating Over Sea Radio Channel for Sea Turtles Localization in the Indian Ocean. - Yunpeng Chen, Jianshu Li, Bin Zhou, Jiashi Feng, Shuicheng Yan:
Weaving Multi-scale Context for Single Shot Detector. - Jared Markowitz, Aurora C. Schmidt, Philippe M. Burlina, I-Jeng Wang:
Combining Deep Universal Features, Semantic Attributes, and Hierarchical Classification for Zero-Shot Learning. - Thijs Laarhoven:
Graph-based time-space trade-offs for approximate near neighbors. - Pulak Purkait, Christopher Zach:
Minimal Solvers for Monocular Rolling Shutter Compensation under Ackermann Motion. - Qi Dong, Shaogang Gong, Xiatian Zhu:
Class Rectification Hard Mining for Imbalanced Deep Learning. - Valdemar Svábenský, Jan Vykopal:
Challenges Arising from Prerequisite Testing in Cybersecurity Games. - Wei Chen, Yingying Cao, Yifei Sun, Qunfeng Liu, Yun Li:
Improving Brain Storm Optimization Algorithm via Simplex Search. - Rafael Rodrigues Machado, Gustavo M. D. Vieira:
UEFI BIOS Accessibility for the Visually Impaired. - Hossein Azgomi, Masumeh Ghasemi Mahsayeh, Masoud Mohammadi, Milad Moradi:
A Method for Finding Similar Documents Relying on Adding Repetition of Symbols in Length Based Filtering. - Victor Akinwande, Sekou L. Remy:
Characterizing the hyper-parameter space of LSTM language models for mixed context applications. - Kui Liu, Dongsun Kim, Tegawendé F. Bissyandé, Shin Yoo, Yves Le Traon:
Mining Fix Patterns for FindBugs Violations. - Zhuo Chen, Diana Marculescu:
Task Scheduling for Heterogeneous Multicore Systems. - Mehmet Altan Toksöz:
Basic Thresholding Classification. - Majdi M. Mafarja, Seyedali Mirjalili:
S-Shaped vs. V-Shaped Transfer Functions for Antlion Optimization Algorithm in Feature Selection Problems. - Vladyslav Sarnatskyi, Vadym Ovcharenko, Mariia Tkachenko, Sergii G. Stirenko, Yuri G. Gordienko, Anis Rojbi:
Music Transcription by Deep Learning with Data and "Artificial Semantic" Augmentation. - Zhuo Chen, Diana Marculescu:
Priority-Aware Near-Optimal Scheduling for Heterogeneous Multi-Core Systems with Specialized Accelerators. - Florian Krebs, Bruno Lubascher, Tobias Moers, Pieter Schaap, Gerasimos Spanakis:
Social Emotion Mining Techniques for Facebook Posts Reaction Prediction. - Nicola Cadenelli, Jorda Polo, David Carrera:
Accelerating K-mer Frequency Counting with GPU and Non-Volatile Memory. - Dimitrios C. Gklezakos, Rajesh P. N. Rao:
Transformational Sparse Coding. - Milad Bakhshizadeh, Arian Maleki, Shirin Jalali:
Compressive Phase Retrieval of Structured Signal. - Ben Parr, Deepak Dilipkumar, Yuan Liu:
Nintendo Super Smash Bros. Melee: An "Untouchable" Agent. - Yasaman Keshtkarjahromi, Hulya Seferoglu, Rashid Ansari, Ashfaq Khokhar:
Device-to-Device Networking Meets Cellular via Network Coding. - Sushant Veer, Rakesh, Ioannis Poulakakis:
Poincaré Analysis for Hybrid Periodic Orbits of Systems with Impulse Effects under External Inputs. - Qunwei Li, Tiexing Wang, Donald J. Bucci, Yingbin Liang, Biao Chen, Pramod K. Varshney:
Nonparametric Composite Hypothesis Testing in an Asymptotic Regime. - Ke Chen, Adrian Dumitrescu:
On the Longest Spanning Tree with Neighborhoods. - Shankar Krishnan, Ying Xiao, Rif A. Saurous:
Neumann Optimizer: A Practical Optimization Algorithm for Deep Neural Networks. - Mengyuan Yan, Iuri Frosio, Stephen Tyree, Jan Kautz:
Sim-to-Real Transfer of Accurate Grasping with Eye-In-Hand Observations and Continuous Control. - Alejandro Cohen, Asaf Cohen, Omer Gurewitz:
Data Aggregation Over Multiple Access Wireless Sensors Network. - Daniel Gordon, Aniruddha Kembhavi, Mohammad Rastegari, Joseph Redmon, Dieter Fox, Ali Farhadi:
IQA: Visual Question Answering in Interactive Environments. - Xin Zhang:
Code Generation Techniques for Raw Data Processing. - Gencer Sumbul, Ramazan Gokberk Cinbis, Selim Aksoy:
Fine-Grained Object Recognition and Zero-Shot Learning in Remote Sensing Imagery. - Shuo Shao, Tie Liu, Chao Tian, Cong Shen:
Multilevel Diversity Coding with Secure Regeneration: Separate Coding Achieves the MBR Point. - Xinyu Lei, Guan-Hua Tu, Alex X. Liu, Chi-Yu Li, Tian Xie:
The Insecurity of Home Digital Voice Assistants - Amazon Alexa as a Case Study. - Marti Floriach-Pigem, Guillem Xercavins-Torregrosa, Vuk Marojevic, Antoni Gelonch Bosch:
Open Orchestration Cloud Radio Access Network (OOCRAN) Testbed. - Abu Zohran Qaiser, Muhammad Taha Khan:
Adaptive Interface for Accommodating Colour-Blind Users by Using Ishihara Test. - Zhaoyang Zhang, Kangjian Qin, Liang Zhang, Huazi Zhang, Guo Tai Chen:
Progressive Bit-Flipping Decoding of Polar Codes Over Layered Critical Sets. - Heejin Jeong, Daniel D. Lee:
Bayesian Q-learning with Assumed Density Filtering. - Xuanyu Cao, Junshan Zhang, H. Vincent Poor:
Mobile Edge Caching: An Optimal Auction Approach. - Chihao Zhang, Shihua Zhang:
Bayesian Joint Matrix Decomposition for Data Integration with Heterogeneous Noise. - Samarth Brahmbhatt, Jinwei Gu, Kihwan Kim, James Hays, Jan Kautz:
MapNet: Geometry-Aware Learning of Maps for Camera Localization. - Sankardeep Chakraborty, Seungbum Jo, Srinivasa Rao Satti:
Improved Space-efficient Linear Time Algorithms for Some Classical Graph Problems. - Boyang Deng, Junjie Yan, Dahua Lin:
Peephole: Predicting Network Performance Before Training. - Farid Feyzi, Saeed Parsa:
FPA-FL: Incorporating Static Fault-proneness Analysis into Statistical Fault Localization. - Abhinav Sinha, Rajiv Kumar Mishra:
Control of a nonlinear continuous stirred tank reactor via event triggered sliding modes. - Farid Feyzi, Saeed Parsa:
Inforence: Effective Fault Localization Based on Information-Theoretic Analysis and Statistical Causal Inference. - Panagiotis D. Michailidis:
An Efficient Multi-core Implementation of the Jaya Optimisation Algorithm. - Adam Kasperski, Pawel Zielinski:
Risk averse single machine scheduling - complexity and approximation. - Kiyoteru Miyashita, Timo Oude Vrielink, George P. Mylonas:
A cable-driven parallel manipulator with force sensing capabilities for high-accuracy tissue endomicroscopy. - Minh Le, Marten Postma, Jacopo Urbani:
Word Sense Disambiguation with LSTM: Do We Really Need 100 Billion Words? - Utkarsh Mall, G. Roshan Lal, Siddhartha Chaudhuri, Parag Chaudhuri:
A Deep Recurrent Framework for Cleaning Motion Capture Data. - Muktabh Mayank Srivastava, Sonaal Kant:
Visual aesthetic analysis using deep neural network: model and techniques to increase accuracy without transfer learning. - Timo J. C. Oude Vrielink, Ming Zhao, Ara Darzi, George P. Mylonas:
ESD CYCLOPS: A new robotic surgical system for GI surgery. - Colin Cooper, Andrew McDowell, Tomasz Radzik, Nicolas Rivera, Takeharu Shiraga:
Dispersion processes. - Konda Reddy Mopuri, Utkarsh Ojha, Utsav Garg, R. Venkatesh Babu:
NAG: Network for Adversary Generation. - Federico Baldassarre, Diego González Morín, Lucas Rodés-Guirao:
Deep Koalarization: Image Colorization using CNNs and Inception-ResNet-v2. - Dayong Tian, Maoguo Gong, Deyun Zhou, Jiao Shi, Yu Lei:
Semi-supervised Multimodal Hashing. - Mohammad Khodaei, Andreas Messing, Panos Papadimitratos:
RHyTHM: A Randomized Hybrid Scheme To Hide in the Mobile Crowd. - Guanshun Yu, Tom Y. Cheng, Blayne Kettlewell, Harrison Liew, Mingoo Seok, Peter R. Kinget:
FPGA with Improved Routability and Robustness in 130nm CMOS with Open-Source CAD Targetability. - Matteo Pirotta, Marcello Restelli:
Cost-Sensitive Approach to Batch Size Adaptation for Gradient Descent. - Sharmistha Dey:
Aspect Extraction and Sentiment Classification of Mobile Apps using App-Store Reviews. - Mohammad Mohammadi Amiri, Deniz Gündüz:
Caching and Coded Delivery over Gaussian Broadcast Channels for Energy Efficiency. - Rada Chirkova, Jon Doyle, Juan L. Reutter:
Assessing Achievability of Queries and Constraints. - Chanwoo Kim, Ehsan Variani, Arun Narayanan, Michiel Bacchiani:
Efficient Implementation of the Room Simulator for Training Deep Neural Network Acoustic Models. - Zicong Zhou, Xi Chen, Xianxin Cai, Guojun Liao:
Uniqueness of Transformation based on Jacobian Determinant and curl-Vector. - Jean-Benoit Delbrouck, Stéphane Dupont:
Modulating and attending the source image during encoding improves Multimodal Translation. - Xiaohan Jin, Ye Qi, Shangxuan Wu:
CycleGAN Face-off. - Pulak Purkait, Cheng Zhao, Christopher Zach:
SPP-Net: Deep Absolute Pose Regression with Synthetic Views. - Dushyant Mehta, Oleksandr Sotnychenko, Franziska Mueller, Weipeng Xu, Srinath Sridhar, Gerard Pons-Moll, Christian Theobalt:
Single-Shot Multi-Person 3D Body Pose Estimation From Monocular RGB Input. - Mark Scanlon:
Study of Peer-to-Peer Network Based Cybercrime Investigation: Application on Botnet Technologies. - Yonatan Bisk, Kevin J. Shih, Yejin Choi, Daniel Marcu:
Learning Interpretable Spatial Operations in a Rich 3D Blocks World. - Lingxiao Song, Zhihe Lu, Ran He, Zhenan Sun, Tieniu Tan:
Geometry Guided Adversarial Facial Expression Synthesis. - Xuan-Thuan Nguyen, Trong-Tu Bui, Huu-Thuan Huynh, Duc-Hung Le, Cong-Kha Pham:
A Flexible High-Bandwidth Low-Latency Multi-Port Memory Controller. - Xuan-Thuan Nguyen, Hong-Thu Nguyen, Cong-Kha Pham:
A Scalable High-Performance Priority Encoder Using 1D-Array to 2D-Array Conversion. - Xiao Lu, Hai Jiang, Dusit Niyato, Dong In Kim, Zhu Han:
Wireless-Powered Device-to-Device Communications with Ambient Backscattering: Performance Modeling and Analysis. - Pedro Silva, Sepehr Akhavan-Masouleh, Li Li:
Improving Malware Detection Accuracy by Extracting Icon Information. - Shahar Stein Ioushua, Yonina C. Eldar:
Hybrid Analog-Digital Beamforming for Massive MIMO Systems. - Fanzi Wu, Songnan Li, Tianhao Zhao, King Ngi Ngan:
3D Facial Expression Reconstruction using Cascaded Regression. - Stefano Berardi, Makoto Tatsuta:
Equivalence of Intuitionistic Inductive Definitions and Intuitionistic Cyclic Proofs under Arithmetic. - Ron Kupfer:
A Note on Approximate Revenue Maximization with Two Items. - Michal Moshkovitz, Naftali Tishby:
A General Memory-Bounded Learning Algorithm. - Sihem Amer-Yahia, Behrooz Omidvar-Tehrani, João Comba, Viviane P. Moreira, Fabian Colque Zegarra:
Exploration of User Groups in VEXUS. - Mohammad Noormohammadpour, Cauligi S. Raghavendra:
Datacenter Traffic Control: Understanding Techniques and Trade-offs. - Wissam J. Baddar, Geonmo Gu, Sangmin Lee, Yong Man Ro:
Dynamics Transfer GAN: Generating Video by Transferring Arbitrary Temporal Dynamics from a Source Video to a Single Target Image. - Adrian Benton, Margaret Mitchell, Dirk Hovy:
Multi-Task Learning for Mental Health using Social Media Text. - Abien Fred Agarap:
An Architecture Combining Convolutional Neural Network (CNN) and Support Vector Machine (SVM) for Image Classification. - Xiaoli Xu, Yong Zeng, Yong Liang Guan, Rui Zhang:
Overcoming Endurance Issue: UAV-Enabled Communications with Proactive Caching. - Chandrahas, Tathagata Sengupta, Cibi Pragadeesh, Partha Pratim Talukdar:
Inducing Interpretability in Knowledge Graph Embeddings. - Long Dinh Nguyen, Hoang Duong Tuan, Trung Quang Duong, H. Vincent Poor:
Multi-cell Massive MIMO Beamforming in Assuring QoS for Large Numbers of Users. - Héctor J. García, Igor L. Markov:
Simulation of Quantum Circuits via Stabilizer Frames. - Xiaodong Liu, Yelong Shen, Kevin Duh, Jianfeng Gao:
Stochastic Answer Networks for Machine Reading Comprehension. - Alessandro Cinti, Filippo Maria Bianchi, Antonello Rizzi:
A novel algorithm for online inexact string matching and its FPGA implementation. - Bo Wu, Yang Liu, Bo Lang, Lei Huang:
DGCNN: Disordered Graph Convolutional Neural Network Based on the Gaussian Mixture Model. - Faheem Zafari, Jian Li, Kin K. Leung, Don Towsley, Ananthram Swami:
Optimal Energy Tradeoff among Communication, Computation and Caching with QoI-Guarantee. - Vladimir P. Burskii:
The organization of a three-manual keyboard for 53-tone tempered and other tempered systems. - Juyong Zhang, Bailin Deng, Yang Hong, Yue Peng, Wenjie Qin, Ligang Liu:
Static/Dynamic Filtering for Mesh Geometry. - Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Steering the distribution of agents in mean-field and cooperative games. - Mohi Reza, Warida Rashid, Moin Mostakim:
Prodorshok I: A Bengali Isolated Speech Dataset for Voice-Based Assistive Technologies - A comparative analysis of the effects of data augmentation on HMM-GMM and DNN classifiers. - Daniyal Shahrokhian, Alejandro Vera de Juan:
SneakPeek: Interest Mining of Images based on User Interaction. - Reuben Binns:
Fairness in Machine Learning: Lessons from Political Philosophy. - AmirAbbas Davari, Armin Häberle, Vincent Christlein, Andreas K. Maier, Christian Riess:
Sketch Layer Separation in Multi-Spectral Historical Document Images. - Stephan Eismann, Stefan Bartzsch, Stefano Ermon:
Shape optimization in laminar flow with a label-guided variational autoencoder. - Alexander Gruenstein, Raziel Alvarez, Chris Thornton, Mohammadali Ghodrat:
A Cascade Architecture for Keyword Spotting on Mobile Devices. - (Withdrawn) Gradient Normalization & Depth Based Decay For Deep Learning.
- Philipp Oettershagen, Florian Achermann, Benjamin Müller, Daniel Schneider, Roland Siegwart:
Towards Fully Environment-Aware UAVs: Real-Time Path Planning with Online 3D Wind Field Prediction in Complex Terrain. - Shimi Salant, Jonathan Berant:
Contextualized Word Representations for Reading Comprehension. - Hanzhou Wu, Wei Wang, Jing Dong, Hongxia Wang:
A Simply Study to Steganography on Social Networks. - George Philipp, Ryen W. White:
Interactions between Health Searchers and Search Engines. - David Barrera, Ian M. Molloy, Heqing Huang:
IDIoT: Securing the Internet of Things like it's 1994. - Olaf Beyersdorff, Joshua Blinkhorn, Luke Hinde:
Size, Cost, and Capacity: A Semantic Technique for Hard Random QBFs. - Anay Pattanaik, Zhenyi Tang, Shuijing Liu, Gautham Bommannan, Girish Chowdhary:
Robust Deep Reinforcement Learning with Adversarial Attacks. - Justin Kong:
Ulam Sphere Size Analysis for Permutation and Multipermutation Codes Correcting Translocation Errors. - Kumiko Tanaka-Ishii:
Long-Range Correlation Underlying Childhood Language and Generative Models. - Samira Samadi, Santosh S. Vempala, Adam Tauman Kalai:
Usability of Humanly Computable Passwords. - Yifan Gu, He Chen, Yonghui Li, Lingyang Song, Branka Vucetic:
Short-Packet Two-Way Amplify-and-Forward Relaying. - Kongrath Suankaewmanee, Dinh Thai Hoang, Dusit Niyato, Suttinee Sawadsitang, Ping Wang, Zhu Han:
Performance Analysis and Application of Mobile Blockchain. - Mustafa Hajij, Basem Assiri, Paul Rosen:
Distributed Mapper. - Ying Zeng, Yansong Feng, Rong Ma, Zheng Wang, Rui Yan, Chongde Shi, Dongyan Zhao:
Scale Up Event Extraction Learning via Automatic Training Data Generation. - Weishu Liu, Fang Liu, Chao Zuo, Junwen Zhu:
The effect of publishing a highly cited paper on journal's impact factor: a case study of the Review of Particle Physics. - Gayathri R. Prabhu, Srikrishna Bhashyam, Aditya Gopalan, Rajesh Sundaresan:
Optimal Odd Arm Identification with Fixed Confidence. - Zexun Zhou, Zhongshi He, Ziyu Chen, Yuanyuan Jia, Haiyan Wang, Jinglong Du, Dingding Chen:
FHEDN: A based on context modeling Feature Hierarchy Encoder-Decoder Network for face detection. - Andrea Asperti, Claudio Mastronardo:
The Effectiveness of Data Augmentation for Detection of Gastrointestinal Diseases from Endoscopical Images. - Pin-Hsun Lin, Eduard A. Jorswieck, Rafael F. Schaefer, Martin Mittelbach, Carsten Rudolf Janda:
On Stochastic Orders and Fast Fading Multiuser Channels with Statistical CSIT. - David Harvey, Joris van der Hoeven:
Faster integer and polynomial multiplication using cyclotomic coefficient rings. - Emmanouil Vasilomanolakis, Jan Helge Wolf, Leon Böck, Shankar Karuppayah, Max Mühlhäuser:
I Trust my Zombies: A Trust-enabled Botnet. - Arnaud Mary, Yann Strozecki:
Efficient enumeration of solutions produced by closure operations. - Timo J. C. Oude Vrielink, Y. W. Pang, Ming Zhao, Su-Lin Lee, Ara Darzi, George P. Mylonas:
Surgical task-space optimisation of the CYCLOPS robotic system. - Rakesh Rameshrao Pimplikar, Kushal Mukherjee, Gyana R. Parija, Harit Vishwakarma, Ramasuri Narayanam, Sarthak Ahuja, Rohith Dwarakanath Vallam, Ritwik Chaudhuri, Joydeep Mondal:
Cogniculture: Towards a Better Human-Machine Co-evolution. - Mihai-Sorin Badea, Corneliu Florea, Laura Florea, Constantin Vertan:
Can We Teach Computers to Understand Art? Domain Adaptation for Enhancing Deep Networks Capacity to De-Abstract Art. - Prashant Singh, Ekta Vats, Anders Hast:
Learning Surrogate Models of Document Image Quality Metrics for Automated Document Image Processing. - Jaeyoon Yoo, Yongjun Hong, Sungroh Yoon:
Autonomous UAV Navigation with Domain Adaptation. - Xudong Li, Liming Ma, Chaoping Xing:
Optimal locally repairable codes via elliptic curves. - José Bernal, Kaisar Kushibar, Daniel S. Asfaw, Sergi Valverde, Arnau Oliver, Robert Marti, Xavier Lladó:
Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review. - Zhichao Sheng, Hoang Duong Tuan, Trung Quang Duong, H. Vincent Poor, Yong Fang:
Low-Latency Multiuser Two-Way Wireless Relaying for Spectral and Energy Efficiencies. - Lei You, Lei Lei, Di Yuan, Sumei Sun, Symeon Chatzinotas, Björn E. Ottersten:
A Framework for Optimizing Multi-cell NOMA: Delivering Demand with Less Resource. - Dietrich Kuske, Jiamou Liu, Anastasia Moskvina:
Infinite and Bi-infinite Words with Decidable Monadic Theories. - Eunwoo Kim, Chanho Ahn, Songhwai Oh:
Learning Nested Sparse Structures in Deep Neural Networks. - Yu-Hui Huang, Xu Jia, Stamatios Georgoulis, Tinne Tuytelaars, Luc Van Gool:
Error Correction for Dense Semantic Image Labeling. - Chun Pong Lau, Yu Hin Lai, Lok Ming Lui:
Variational models for joint subsampling and reconstruction of turbulence-degraded images. - Antonio Bucciarelli, Delia Kesner, Simona Ronchi Della Rocca:
Inhabitation for Non-idempotent Intersection Types. - Matthias Meyer, Jan Beutel, Lothar Thiele:
Unsupervised Feature Learning for Audio Analysis. - Matias Martinez, Martin Monperrus:
Open-ended Exploration of the Program Repair Search Space with Mined Templates: the Next 8935 Patches for Defects4J. - Paschalis Panteleris, Iason Oikonomidis, Antonis A. Argyros:
Using a single RGB frame for real time 3D hand pose estimation in the wild. - Gundeep Arora, Vinay Kumar Verma, Ashish Mishra, Piyush Rai:
Generalized Zero-Shot Learning via Synthesized Examples. - Christopher Streiffer, Huan Chen, Theophilus Benson, Asim Kadav:
DeepConfig: Automating Data Center Network Topologies Management with Machine Learning. - Andrew Bedford:
Coqatoo: Generating Natural Language Versions of Coq Proofs. - Kenneth Leidal, David Harwath, James R. Glass:
Learning Modality-Invariant Representations for Speech and Images. - Siddhartha Kumar, Hsuan-Yin Lin, Eirik Rosnes, Alexandre Graell i Amat:
Achieving Private Information Retrieval Capacity in Distributed Storage Using an Arbitrary Linear Code. - Ivens Portugal, Paulo S. C. Alencar, Donald D. Cowan:
Developing a Spatial-Temporal Contextual and Semantic Trajectory Clustering Framework. - Dan Liu, Ching Yee Suen, Olga Ormandjieva:
A Novel Way of Identifying Cyber Predators. - Mahdi Rad, Markus Oberweger, Vincent Lepetit:
Feature Mapping for Learning Fast and Accurate 3D Pose Inference from Synthetic Images. - Shanxin Yuan, Guillermo Garcia-Hernando, Björn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, Junsong Yuan, Xinghao Chen, Guijin Wang, Fan Yang, Kai Akiyama, Yang Wu, Qingfu Wan, Meysam Madadi, Sergio Escalera, Shile Li, Dongheui Lee, Iason Oikonomidis, Antonis A. Argyros, Tae-Kyun Kim:
3D Hand Pose Estimation: From Current Achievements to Future Goals. - Manolis Savva, Angel X. Chang, Alexey Dosovitskiy, Thomas A. Funkhouser, Vladlen Koltun:
MINOS: Multimodal Indoor Simulator for Navigation in Complex Environments. - Gaurav Bhatt, Aman Sharma, Shivam Sharma, Ankush Nagpal, Balasubramanian Raman, Ankush Mittal:
On the Benefit of Combining Neural, Statistical and External Features for Fake News Identification. - Gautam Singh, Gargi Dasgupta, Yu Deng:
Fast Nearest-Neighbor Classification using RNN in Domains with Large Number of Classes. - Michael Tschannen, Aran Khanna, Anima Anandkumar:
StrassenNets: Deep learning with a multiplication budget. - Carlton Shepherd, Raja Naeem Akram, Konstantinos Markantonakis:
EmLog: Tamper-Resistant System Logging for Constrained Devices with TEEs. - Ahmed Arafa, Sennur Ulukus:
Age Minimization in Energy Harvesting Communications: Energy-Controlled Delays. - Yanxiang Huang:
Cross-Layer Optimization for Power-Efficient and Robust Digital Circuits and Systems. - Yaodong Yu, Difan Zou, Quanquan Gu:
Saving Gradient and Negative Curvature Computations: Finding Local Minima More Efficiently. - Merima Kulin, Tarik Kazaz, Ingrid Moerman, Eli De Poorter:
End-to-end Learning from Spectrum Data: A Deep Learning approach for Wireless Signal Identification in Spectrum Monitoring applications. - Jianshu Zhang, Jun Du, Li-Rong Dai:
A GRU-based Encoder-Decoder Approach with Attention for Online Handwritten Mathematical Expression Recognition. - Arash Ardakani, Carlo Condo, Warren J. Gross:
Multi-Mode Inference Engine for Convolutional Neural Networks. - Brian Dolhansky, Cristian Canton-Ferrer:
Eye In-Painting with Exemplar Generative Adversarial Networks. - Alexander Bagnall, Razvan C. Bunescu, Gordon Stewart:
Training Ensembles to Detect Adversarial Examples. - Mark Giesbrecht, Joseph Haraldson, George Labahn:
Computing Lower Rank Approximations of Matrix Polynomials. - Michael Bernico, Yuntao Li, Dingchao Zhang:
Investigation on How Data Volume Affects Transfer Learning Performances in Business Applications. - Tathagata Mukherjee, Alexander Veremyev, Piyush Kumar, Eduardo L. Pasiliao Jr.:
The Minimum Edge Compact Spanner Network Design Problem. - Roman V. Yampolskiy:
Detecting Qualia in Natural and Artificial Agents. - Maryam Fazel-Zarandi, Shang-Wen Li, Jin Cao, Jared Casale, Peter Henderson, David Whitney, Alborz Geramifard:
Learning Robust Dialog Policies in Noisy Environments. - Elad Domanovitz, Uri Erez:
Diversity Combining via Universal Orthogonal Space-Time Transformations. - Eduard Eiben, Iyad A. Kanj:
How to navigate through obstacles? - Jason Poulos, Rafael Valle:
Attention networks for image-to-text. - Hao Zhang, Shizhen Xu, Graham Neubig, Wei Dai, Qirong Ho, Guangwen Yang, Eric P. Xing:
Cavs: A Vertex-centric Programming Interface for Dynamic Neural Networks. - Philippe Jacquet, Dalia Georgiana Popescu, Bernard Mans:
Information Dissemination in Vehicular Networks in an Urban Hyperfractal Topology. - Dingwen Yuan, Hsuan-Yin Lin, Joerg Widmer, Matthias Hollick:
Optimal Joint Routing and Scheduling in Millimeter-Wave Cellular Networks. - Saptarshi Bandyopadhyay, Soon-Jo Chung:
Distributed Bayesian Filtering using Logarithmic Opinion Pool for Dynamic Sensor Networks. - Miao Liu, Marlos C. Machado, Gerald Tesauro, Murray Campbell:
The Eigenoption-Critic Framework. - Thomas Bartz-Beielstein, Lorenzo Gentile, Martin Zaefferer:
In a Nutshell: Sequential Parameter Optimization. - Yu-Chuan Su, Kristen Grauman:
Learning Compressible 360° Video Isomers. - Zinan Lin, Ashish Khetan, Giulia Fanti, Sewoong Oh:
PacGAN: The power of two samples in generative adversarial networks. - Derrik E. Asher, Justine Caylor, Mark R. Mittrick, John T. Richardson, Eric Heilman, Elizabeth K. Bowman, György Korniss, Boleslaw K. Szymanski:
The Investigation of Social Media Data Thresholds for Opinion Formation. - Nicolas Bougie, Ryutaro Ichise:
Deep Reinforcement Learning Boosted by External Knowledge. - Yan Shuo Tan:
Sparse Phase Retrieval via Sparse PCA Despite Model Misspecification: A Simplified and Extended Analysis. - Kannan Balakrishnan, Divya Sindhu Lekha:
Vulnerability of Complex Networks in Center-Based Attacks. - Gábor Szárnyas:
Incremental View Maintenance for Property Graph Queries. - Ruohan Gao, Bo Xiong, Kristen Grauman:
Im2Flow: Motion Hallucination from Static Images for Action Recognition. - Peixian Chen, Zhourong Chen, Nevin L. Zhang:
Document Generation with Hierarchical Latent Tree Models. - Haitao Zhao:
Neural Component Analysis for Fault Detection. - Junshen Xu, Enhao Gong, John M. Pauly, Greg Zaharchuk:
200x Low-dose PET Reconstruction using Deep Learning. - He Huang, et al.:
Ergodic Capacity of Composite Fading Channels in Cognitive Radios with the Product of κ-μ and α-μ Variates. - Utkarsh Porwal, Smruthi Mukund:
Outlier Detection by Consistent Data Selection Method. - Fatemeh Hosseinigoki, Oliver Kosut:
The Gaussian Interference Channel in the Presence of Malicious Jammers. - Aidin Ferdowsi, Ursula Challita, Walid Saad:
Deep Learning for Reliable Mobile Edge Analytics in Intelligent Transportation Systems. - Shuang Liu, Mete Ozay, Takayuki Okatani, Hongli Xu, Kai Sun, Yang Lin:
A vision based system for underwater docking. - Yair Rivenson, Hatice Ceylan Koydemir, Hongda Wang, Zhensong Wei, Zhengshuang Ren, Harun Gunaydin, Yibo Zhang, Zoltan Gorocs, Kyle Liang, Derek Tseng, Aydogan Ozcan:
Deep learning enhanced mobile-phone microscopy. - Xiaowei Hu, Lei Zhu, Chi-Wing Fu, Jing Qin, Pheng-Ann Heng:
Direction-aware Spatial Context Features for Shadow Detection. - Boyi Li, Wenqi Ren, Dengpan Fu, Dacheng Tao, Dan Feng, Wenjun Zeng, Zhangyang Wang:
RESIDE: A Benchmark for Single Image Dehazing. - Sho Sonoda, Noboru Murata:
Transportation analysis of denoising autoencoders: a novel method for analyzing deep neural networks. - Salman Salloum, Yu-Lin He, Joshua Zhexue Huang, Xiaoliang Zhang, Tamer Z. Emara:
A Random Sample Partition Data Model for Big Data Analysis. - Jingyi Wang, Jun Sun, Yifan Jia:
Toward 'verifying' a Water Treatment System. - Xihu Zhang, Chu Wei, Hai Zhao:
Tracing a Loose Wordhood for Chinese Input Method Engine. - Niek Tax, Marlon Dumas:
Mining Non-Redundant Sets of Generalizing Patterns from Sequence Databases. - Ziyao Zhang, Liang Ma, Kin K. Leung, Franck Le, Sastry Kompella, Leandros Tassiulas:
How Better is Distributed SDN? An Analytical Approach. - Massimo Narizzano, Luca Pulina, Armando Tacchella, Simone Vuotto:
Consistency of Property Specification Patterns with Boolean and Constrained Numerical Signals. - Irene Teinemaa, Marlon Dumas, Anna Leontjeva, Fabrizio Maria Maggi:
Temporal Stability in Predictive Process Monitoring. - Ahmed Zeeshan Pervaiz, Brian M. Sutton, Lakshmi Anirudh Ghantasala, Kerem Yunus Çamsari:
Weighted p-bits for FPGA implementation of probabilistic circuits. - Daniel Hein, Steffen Udluft, Thomas A. Runkler:
Interpretable Policies for Reinforcement Learning by Genetic Programming. - Yueh-Hua Wu, Shou-De Lin:
A Low-Cost Ethics Shaping Approach for Designing Reinforcement Learning Agents. - Wasiur R. KhudaBukhsh, Bastian Alt, Sounak Kar, Amr Rizk, Heinz Koeppl:
Collaborative Uploading in Heterogeneous Networks: Optimal and Adaptive Strategies. - Seung Gyu Hyun, Vincent Neiger, Hamid Rahkooy, Éric Schost:
Block-Krylov techniques in the context of sparse-FGLM algorithms. - Wenpin Jiao:
Contradiction-Centricity: A Uniform Model for Formation of Swarm Intelligence and its Simulations. - Vsevolod I. Avrutskiy:
Backpropagation generalized for output derivatives. - Abla Hussein, Ghassan Samara:
Mathematical Modeling and Analysis of ZigBee Node Battery Characteristics and Operation. - Ghassan Samara:
A Practical Approach for Detecting Logical Error in Object Oriented Environment. - Tareq Alhmiedat, Ghassan Samara:
A Low Cost ZigBee Sensor Network Architecture for Indoor Air Quality Monitoring. - Deena P. Francis, Kumudha Raimond:
Empirical Evaluation of Kernel PCA Approximation Methods in Classification Tasks. - Bin Yang, Guoqiang Mao, Xiaohu Ge, Ming Ding, Xuan Yang:
On the Energy-Efficient Deployment for Ultra-Dense Heterogeneous Networks with NLoS and LoS Transmissions. - Adam Agocs, Dimitris Dardanis, Jean-Marie Le Goff, Dimitris Proios:
Interactive graph query language for multidimensional data in Collaboration Spotting visual analytics framework. - Quentin Galvane, Christophe Lino, Marc Christie, Julien Fleureau, Fabien Servant, François-Louis Tariolle, Philippe Guillotel:
Directing Cinematographic Drones. - Andreas Alpers, Peter Gritzmann:
Dynamic Discrete Tomography. - Daniel Lehmann:
Ultra valuations. - Abla Hussein, Ghassan Samara:
Coordinator Location Effects in AODV Routing Protocol in ZigBee Mesh Network. - Maimuna Khatari, Ghassan Samara:
Congestion Control Approach based on Effective Random Early Detection and Fuzzy Logic. - Nicola Milano, Paolo Pagliuca, Stefano Nolfi:
Robustness, Evolvability and Phenotypic Complexity: Insights from Evolving Digital Circuits. - Muzammil Behzad, Manal Abdullah, Muhammad Talal Hassan, Yao Ge, Mahmood Ashraf Khan:
Layer-Adaptive Communication and Collaborative Transformed-Domain Representations for Performance Optimization in WSNs. - Krzysztof Czuszynski, Jacek Ruminski, Jerzy Wtorek:
The passive operating mode of the linear optical gesture sensor. - Ghassan Samara, Yousef Al-Raba'nah:
Security Issues in Vehicular Ad Hoc Networks (VANET): a survey. - Muhammad Farhan, Juvaria Tariq, Arif Zaman, Mudassir Shabbir, Imdadullah Khan:
Efficient Approximation Algorithms for String Kernel Based Sequence Classification. - Jingjing Zhang, Osvaldo Simeone:
Fundamental Limits of Cloud and Cache-Aided Interference Management with Multi-Antenna Base Stations. - Rick Fritschek, Gerhard Wunder:
On the Gaussian Multiple Access Wiretap Channel and the Gaussian Wiretap Channel with a Helper: Achievable Schemes and Upper Bounds. - Soumitro Chakrabarty, Emanuël A. P. Habets:
Multi-Speaker Localization Using Convolutional Neural Network Trained with Noise. - Håvard Bakke Bjerkevik, Magnus Bakke Botnan:
Computational Complexity of the Interleaving Distance. - Luoyi Fu, Xinyu Wu, Zhongzhao Hu, Xinzhe Fu, Xinbing Wang:
De-anonymizing Social Networks with Overlapping Community Structure. - Patrick Klampfl, Robert Könighofer, Roderick Bloem, Ayrat Khalimov, Aiman Abu-Yonis, Shiri Moran:
OpenSEA: Semi-Formal Methods for Soft Error Analysis. - Amir M. Ghalamzan E., Nikos Mavrakis, Rustam Stolkin:
Grasp that optimises objectives along post-grasp trajectories. - Mehdi Mohammadi, Ala I. Al-Fuqaha, Sameh Sorour, Mohsen Guizani:
Deep Learning for IoT Big Data and Streaming Analytics: A Survey. - Julien Fleureau, Quentin Galvane, François-Louis Tariolle, Philippe Guillotel:
Generic Drone Control Platform for Autonomous Capture of Cinema Scenes. - Jayvant Anantpur, Nagendra Dwarakanath Gulur, Shivaram Kalyanakrishnan, Shalabh Bhatnagar, R. Govindarajan:
RLWS: A Reinforcement Learning based GPU Warp Scheduler. - Mihai Nadin:
In folly ripe. In reason rotten. Putting machine theology to rest. - Gopal P. Sarma, Nick J. Hay, Adam Safron:
AI Safety and Reproducibility: Establishing Robust Foundations for the Neuroscience of Human Values. - Christian Berzi, Andrea Gorrini, Giuseppe Vizzari:
Mining the Social Media Data for a Bottom-Up Evaluation of Walkability. - Ewan Dunbar, Xuan-Nga Cao, Juan Benjumea, Julien Karadayi, Mathieu Bernard, Laurent Besacier, Xavier Anguera, Emmanuel Dupoux:
The Zero Resource Speech Challenge 2017. - Serhii Hamotskyi, Sergii G. Stirenko, Yuri G. Gordienko, Anis Rojbi:
Generating and Estimating Nonverbal Alphabets for Situated and Multimodal Communications. - Kamel Abdelouahab, Maxime Pelcat, Cédric Bourrasset, François Berry, Jocelyn Sérot:
Tactics to Directly Map CNN graphs on Embedded FPGAs. - Claudio Gallicchio, Alessio Micheli:
Deep Echo State Network (DeepESN): A Brief Survey. - Chuang Wang, Jonathan Mattingly, Yue M. Lu:
Scaling Limit: Exact and Tractable Analysis of Online Learning Algorithms with Applications to Regularized Regression and PCA. - Alexandre Hollocou, Julien Maudet, Thomas Bonald, Marc Lelarge:
A Streaming Algorithm for Graph Clustering. - Hassan Nazeer, Waheed Iqbal, Fawaz S. Bokhari, Faisal Bukhari, Shuja Ur Rehman Baig:
Real-time Text Analytics Pipeline Using Open-source Big Data Tools. - Luis Perez:
Predicting Yelp Star Reviews Based on Network Structure with Deep Learning. - Quentin Galvane, Julien Fleureau, François-Louis Tariolle, Philippe Guillotel:
Automated Cinematography with Unmanned Aerial Vehicles. - Farshid Rayhan, Sajid Ahmed, Asif Mahbub, Md. Rafsan Jani, Swakkhar Shatabda, Dewan Md. Farid:
CUSBoost: Cluster-based Under-sampling with Boosting for Imbalanced Classification. - Patrick Klose, Rudolf Mester:
Simulated Autonomous Driving on Realistic Road Networks using Deep Reinforcement Learning. - Tung Lam Nguyen, Quoc Tuan Tran, Raphaël Caire, Catalin Gavriluta, Van Hoa Nguyen:
Agent Based Distributed Control of Islanded Microgrid - Real-Time Cyber-Physical Implementation. - Jean-Pierre Briot, François Pachet:
Music Generation by Deep Learning - Challenges and Directions. - Lawrence C. Paulson:
Computational Logic: Its Origins and Applications. - Mostafa H. Ammar:
ex uno pluria: The Service-Infrastructure Cycle, Ossification, and the Fragmentation of the Internet. - Michael Freitag, Shahin Amiriparian, Sergey Pugachevskiy, Nicholas Cummins, Björn W. Schuller:
auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks. - Rinat Mukhometzianov, Ying Wang:
Review. Machine learning techniques for traffic sign detection. - Carole Delporte-Gallet, Hugues Fauconnier, Sergio Rajsbaum, Nayuta Yanagisawa:
A characterization of colorless anonymous t-resilient task computability. - Ignacio Martín, José Alberto Hernández, Alfonso Muñoz, Antonio Guzmán:
Android Malware Characterization using Metadata and Machine Learning Techniques. - Alexander Sage, Eirikur Agustsson, Radu Timofte, Luc Van Gool:
Logo Synthesis and Manipulation with Clustered Generative Adversarial Networks. - Zhe Wu, Bharat Singh, Larry S. Davis, V. S. Subrahmanian:
Deception Detection in Videos. - Binanda Sengupta, Sushmita Ruj:
Keyword-Based Delegable Proofs of Storage. - Dianna Radpour, Vivek Bheda:
Conditional Generative Adversarial Networks for Emoji Synthesis with Word Embedding Manipulation. - Zhangjie Cao, Qixing Huang, Karthik Ramani:
3D Object Classification via Spherical Projections. - Bainan Xia, Srinivas Shakkottai, Vijay G. Subramanian:
Small-Scale Markets for Bilateral Resource Trading in the Sharing Economy. - Bernardo Alves Furtado:
Machine Learning simulates Agent-Based Model. - Amir Gholami, Ariful Azad, Kurt Keutzer, Aydin Buluç:
Integrated Model and Data Parallelism in Training Neural Networks. - Ilija Radosavovic, Piotr Dollár, Ross B. Girshick, Georgia Gkioxari, Kaiming He:
Data Distillation: Towards Omni-Supervised Learning. - Bo Wu, Wen-Huang Cheng, Yongdong Zhang, Qiushi Huang, Jintao Li, Tao Mei:
Sequential Prediction of Social Media Popularity with Deep Temporal Context Networks. - Vsevolod I. Avrutskiy:
Enhancing approximation abilities of neural networks by training derivatives. - Himalaya Jain, Joaquin Zepeda, Patrick Pérez, Rémi Gribonval:
Learning a Complete Image Indexing Pipeline. - AmirAbbas Davari, Tobias Lindenberger, Armin Häberle, Vincent Christlein, Andreas K. Maier, Christian Riess:
Image Registration for the Alignment of Digitized Historical Documents. - Tarang Chugh, Kai Cao, Anil K. Jain:
Fingerprint Spoof Buster. - Carlos Reaño, Federico Silla, Dimitrios S. Nikolopoulos, Blesson Varghese:
Intra-node Memory Safe GPU Co-Scheduling. - Matthew Ferland, Kyle Burke:
Computational Properties of Slime Trail. - Mark S. Drew, Hamid Reza Vaezi Joze, Graham D. Finlayson:
Camera Calibration for Daylight Specular-Point Locus. - David Lillis, Frank Breitinger, Mark Scanlon:
Hierarchical Bloom Filter Trees for Approximate Matching. - Changchuan Yin:
Encoding DNA sequences by integer chaos game representation. - Israel Cole, Liswani Sibamba, Abdi Hilowle, Jaye Jallow:
IT Risk Assessment for Group6 Healthcare Clinic Report. - Cailin O'Connor, James Owen Weatherall:
Scientific Polarization. - Avrim Blum, Vladimir Braverman, Ananya Kumar, Harry Lang, Lin F. Yang:
Approximate Convex Hull of Data Streams. - Ruben Martinez-Cantin, Kevin Tee, Michael McCourt:
Practical Bayesian optimization in the presence of outliers. - Shuran Song, Andy Zeng, Angel X. Chang, Manolis Savva, Silvio Savarese, Thomas A. Funkhouser:
Im2Pano3D: Extrapolating 360 Structure and Semantics Beyond the Field of View. - Reza Arablouei:
Fusing Multiple Multiband Images. - Ashish Khetan, Zachary C. Lipton, Anima Anandkumar:
Learning From Noisy Singly-labeled Data. - Timothy J. O'Shea, Tamoghna Roy, T. Charles Clancy:
Over the Air Deep Learning Based Radio Signal Classification. - Nikhil Bansal, Anupam Gupta:
Potential-Function Proofs for First-Order Methods. - Anastasios Sidiropoulos, Kritika Singhal, Vijay Sridhar:
Fractal dimension and lower bounds for geometric problems. - Son-Il Kwak, Oh-Chol Gwon, Chung-Jin Kwak:
Consideration on Example 2 of "An Algorithm of General Fuzzy InferenceWith The Reductive Property". - Jinyoung Choi, Beom-Jin Lee, Byoung-Tak Zhang:
Multi-focus Attention Network for Efficient Deep Reinforcement Learning. - Chase J. Gaudet, Anthony S. Maida:
Deep Quaternion Networks. - Zhihui Zhu, Santhosh Karnik, Michael B. Wakin, Mark A. Davenport, Justin Romberg:
ROAST: Rapid Orthogonal Approximate Slepian Transform. - Mohamed Abdelhamid, Skanda Koppula:
Applying the Residue Number System to Network Inference. - Zhangjie Cao, Mingsheng Long, Chao Huang, Jianmin Wang:
Transfer Adversarial Hashing for Hamming Space Retrieval. - Luis Perez, Jason Wang:
The Effectiveness of Data Augmentation in Image Classification using Deep Learning. - Amer O. Abu Salem, Ghassan Samara, Tareq Alhmiedat:
Performance Analysis of Dynamic Source Routing Protocol. - Samin Aref:
Balance and Frustration in Signed Networks under Different Contexts. - Sanjeev Saxena:
Ellipsoid Method for Linear Programming made simple. - Amal K. Saha:
Review of Design of Speech Recognition and Text Analytics based Digital Banking Customer Interface and Future Directions of Technology Adoption. - Branislav Kveton, Csaba Szepesvári, Anup Rao, Zheng Wen, Yasin Abbasi-Yadkori, S. Muthukrishnan:
Stochastic Low-Rank Bandits. - Zhihang Li, Yibo Hu, Ran He:
Learning Disentangling and Fusing Networks for Face Completion Under Structured Occlusions. - Theodosis Mourouzis, Chrysostomos Filipou:
The Blockchain Revolution: Insights from Top-Management. - Alber J. Christianto, Peng Chen, Osheen Walawedura, Annie Vuong, Jun Feng, Dong Wang, Maria Spichkova:
Software Engineering Solutions To Support Vertical Transportation. - Loet Leydesdorff, Lutz Bornmann, Caroline S. Wagner:
The relative influences of government funding and international collaboration on citation impact. - Gilles Hubert, José G. Moreno, Karen Pinel-Sauvagnat, Yoann Pitarch:
Everything You Always Wanted to Know About TREC RTS* (*But Were Afraid to Ask). - Andrew Adamatzky:
Maze solvers demystified and some other thoughts. - Atchutananda Surampudi, Sankalp Shirish Chapalgaonkar, Arumugam Paventhan:
Can Balloons Produce Li-Fi? A Disaster Management Perspective. - Yanqing Xu, Chao Shen, Tsung-Hui Chang, Shih-Chun Lin, Yajun Zhao, Gang Zhu:
Energy-Efficient Non-Orthogonal Transmission under Reliability and Finite Blocklength Constraints. - Atchutananda Surampudi, Radha Krishna Ganti:
Interference Characterization in Downlink Li-Fi Optical Attocell Networks. - Jiankang Deng, Shiyang Cheng, Niannan Xue, Yuxiang Zhou, Stefanos Zafeiriou:
UV-GAN: Adversarial Facial UV Map Completion for Pose-invariant Face Recognition. - Hong-Yen Chen, Chung-Yen Su:
The Enhanced Hybrid MobileNet. - Mehdi Mohammadi, Ala I. Al-Fuqaha, Zijiang James Yang:
A High-Level Rule-based Language for Software Defined Network Programming based on OpenFlow. - Vlad Zhukov, Maksim Kretov:
Differentiable lower bound for expected BLEU score. - Pushparaja Murugan, Shanmugasundaram Durairaj:
Regularization and Optimization strategies in Deep Convolutional Neural Network. - René Vidal, Joan Bruna, Raja Giryes, Stefano Soatto:
Mathematics of Deep Learning. - Sultangali Arzykulov, Galymzhan Nauryzbayev, Theodoros A. Tsiftsis, Mohamed M. Abdallah:
Error Performance of Wireless Powered Cognitive Relay Networks with Interference Alignment. - Sultangali Arzykulov, Galymzhan Nauryzbayev, Theodoros A. Tsiftsis, Mohamed M. Abdallah:
On the Capacity of Wireless Powered Cognitive Relay Network with Interference Alignment. - Galymzhan Nauryzbayev, Khaled M. Rabie, Mohamed M. Abdallah, Bamidele Adebisi:
Ergodic Capacity Analysis of Wireless Powered AF Relaying Systems over α-μ Fading Channels. - Loucas Pillaud-Vivien, Alessandro Rudi, Francis R. Bach:
Exponential convergence of testing error for stochastic gradient methods. - Himank Yadav, Juliang Li:
Social Media Writing Style Fingerprint. - Qingjiang Shi, Mingyi Hong, Xiao Fu, Tsung-Hui Chang:
Penalty Dual Decomposition Method For Nonsmooth Nonconvex Optimization. - Chao Wang, Wenqi Lou, Lei Gong, Lihui Jin, Luchao Tan, Yahui Hu, Xi Li, Xuehai Zhou:
Reconfigurable Hardware Accelerators: Opportunities, Trends, and Challenges. - AmirAbbas Davari, Erchan Aptoula, Berrin A. Yanikoglu, Andreas K. Maier, Christian Riess:
GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data. - Prabhu Ramachandran:
Automan: a simple, Python-based, automation framework for numerical computing. - Ingmar Steiner, Sébastien Le Maguer:
Creating New Language and Voice Components for the Updated MaryTTS Text-to-Speech Synthesis Platform. - Arif Khan, Ingmar Steiner, Yusuke Sugano, Andreas Bulling, Ross G. MacDonald:
A Multimodal Corpus of Expert Gaze and Behavior during Phonetic Segmentation Tasks. - Nguyen Van Huynh, Dinh Thai Hoang, Xiao Lu, Dusit Niyato, Ping Wang, Dong In Kim:
Ambient Backscatter Communications: A Contemporary Survey. - D. Siva Santosh Kumar, Dasari Kalyani:
Secure Encryption scheme with key exchange for Two server Architecture. - Zhizhen Zhong, Nan Hua, Yufang Yu, Zhongying Wu, Juhao Li, Haozhe Yan, Shangyuan Li, Ruijie Luo, Jialong Li, Yanhe Li, Xiaoping Zheng:
Throughput Scaling for MMF-Enabled Optical Datacenter Networks by Time-Slicing-Based Crosstalk Mitigation. - Kun He, Pan Shi, David Bindel, John E. Hopcroft:
Krylov Subspace Approximation for Local Community Detection. - Frank D. Julca-Aguilar, Nina S. T. Hirata:
Symbol detection in online handwritten graphics using Faster R-CNN. - Liang-Chieh Chen, Alexander Hermans, George Papandreou, Florian Schroff, Peng Wang, Hartwig Adam:
MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features. - Huaizu Jiang, Erik G. Learned-Miller, Gustav Larsson, Michael Maire, Greg Shakhnarovich:
Self-Supervised Depth Learning for Urban Scene Understanding. - Saining Xie, Chen Sun, Jonathan Huang, Zhuowen Tu, Kevin Murphy:
Rethinking Spatiotemporal Feature Learning For Video Understanding. - Sariya Karimova, Patrick Simianer, Stefan Riezler:
A User-Study on Online Adaptation of Neural Machine Translation to Human Post-Edits. - Ian Orton, Andrew M. Pitts:
Axioms for Modelling Cubical Type Theory in a Topos. - Dominik Kempa:
Closing in on Time and Space Optimal Construction of Compressed Indexes. - Ian Orton, Andrew M. Pitts:
Decomposing the Univalence Axiom. - Nirmal Prajapati, Sanjay V. Rajopadhye, Hristo N. Djidjev, Nandakishore Santhi, Tobias Grosser, Rumen Andonov:
Accelerator Codesign as Non-Linear Optimization. - Gabor Hannak, Alessandro Perelli, Norbert Goertz, Gerald Matz, Mike E. Davies:
Performance Analysis of Approximate Message Passing for Distributed Compressed Sensing. - Abdallah Cheikh, Gianmarco Cerutti, Antonio Mastrandrea, Francesco Menichelli, Mauro Olivieri:
The microarchitecture of a multi-threaded RISC-V compliant processing core family for IoT end-nodes. - Tom Leinster:
A short characterization of relative entropy. - Subhash C. Kak:
Reasoning in Systems with Elements that Randomly Switch Characteristics. - Sheng Lin, Ning Liu, Mahdi Nazemi, Hongjia Li, Caiwen Ding, Yanzhi Wang, Massoud Pedram:
FFT-Based Deep Learning Deployment in Embedded Systems. - Yongjie Yang:
Recognizing Linked Domain in Polynomial Time. - Tao Deng, Xiao-Yang Liu, Feng Qian, Anwar Walid:
Multidimensional Data Tensor Sensing for RF Tomographic Imaging. - Klaus Jansen, Malin Rau:
Closing the gap for pseudo-polynomial strip packing. - Siddharth Srivastava, Prerana Mukherjee, Brejesh Lall, Kamlesh Jaiswal:
Object Classification using Ensemble of Local and Deep Features. - Aarushi Agrawal, Prerana Mukherjee, Siddharth Srivastava, Brejesh Lall:
Enhanced Characterness for Text Detection in the Wild. - Ahmed A. Zewail, Aylin Yener:
Combination Networks with or without Secrecy Constraints: The Impact of Caching Relays. - Rohit Pandey, Marie White, Pavel Pidlypenskyi, Xue Wang, Christine Kaeser-Chen:
Real-time Egocentric Gesture Recognition on Mobile Head Mounted Displays. - Mithun Babu, Yash Oza, Arun Kumar Singh, K. Madhava Krishna, Shanti Medasani:
Model Predictive Control for Autonomous Driving Based on Time Scaled Collision Cone. - Mithun Babu, Yash Oza, C. A. Balaji, Arun Kumar Singh, Bharath Gopalakrishnan, K. Madhava Krishna:
Trajectory Optimization for Curvature Bounded Non-Holonomic Vehicles: Application to Autonomous Driving. - Abbas Kiani, Nirwan Ansari:
Edge Computing Aware NOMA for 5G Networks. - Bin Dai:
An Improved Feedback Coding Scheme for the Wire-tap Channel. - Chong Tang, Kevin J. Sullivan, Jian Xiang, Trent Weiss, Baishakhi Ray:
Interpreted Formalisms for Configurations. - Ajay Singh, Marc Shapiro, Gaël Thomas:
Persistent Memory Programming Abstractions in Context of Concurrent Applications. - Vahid Towhidlou, Mohammad Shikh-Bahaei:
Cross-layer Design in Cognitive Radio Standards. - Haichao Wang, Guoru Ding, Feifei Gao, Jin Chen, Jinlong Wang, Le Wang:
Power Control in UAV-Supported Ultra Dense Networks: Communications, Caching, and Energy Transfer. - Glencora Borradaile, Hung Le, Christian Wulff-Nilsen:
Greedy spanners are optimal in doubling metrics. - Édouard Bonnet, Panos Giannopoulos, Eun Jung Kim, Pawel Rzazewski, Florian Sikora:
QPTAS and Subexponential Algorithm for Maximum Clique on Disk Graphs. - Pouya Tavousi, Morad Behandish, Horea T. Ilies, Kazem Kazerounian:
Protofold II: Enhanced Model and Implementation for Kinetostatic Protein Folding. - (Withdrawn) Learning Low-shot facial representations via 2D warping.
- Trevor Brown:
B-slack trees: Highly Space Efficient B-trees. - Le Hou, Ayush Agarwal, Dimitris Samaras, Tahsin M. Kurç, Rajarsi R. Gupta, Joel H. Saltz:
Unsupervised Histopathology Image Synthesis. - Niklas Ueter, Georg von der Brüggen, Jian-Jia Chen, Jing Li, Kunal Agrawal:
Reservation-Based Federated Scheduling for Parallel Real-Time Tasks. - Yanan Sun, Bing Xue, Mengjie Zhang:
A Particle Swarm Optimization-based Flexible Convolutional Auto-Encoder for Image Classification. - Yanan Sun, Gary G. Yen, Zhang Yi:
Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations. - Vladimir Iglovikov, Alexander Rakhlin, Alexandr A. Kalinin, Alexey Shvets:
Pediatric Bone Age Assessment Using Deep Convolutional Neural Networks. - Lu Jiang, Zhengyuan Zhou, Thomas Leung, Li-Jia Li, Li Fei-Fei:
MentorNet: Regularizing Very Deep Neural Networks on Corrupted Labels. - Vsevolod I. Avrutskiy:
Neural networks catching up with finite differences in solving partial differential equations in higher dimensions. - Bertrand Meyer:
Fourteen Years of Software Engineering at ETH Zurich. - Phuc Nguyen, Ting Liu, Gautam Prasad, Bohyung Han:
Weakly Supervised Action Localization by Sparse Temporal Pooling Network. - (Withdrawn) Minimum Area All-flush Triangles Circumscribing a Convex Polygon.
- Anh Tuan Tran, Tal Hassner, Iacopo Masi, Eran Paz, Yuval Nirkin, Gérard G. Medioni:
Extreme 3D Face Reconstruction: Looking Past Occlusions. - Thushan Ganegedara, Lionel Ott, Fabio Ramos:
Learning to Navigate by Growing Deep Networks. - Yi-Hsuan Tsai, Ming-Yu Liu, Deqing Sun, Ming-Hsuan Yang, Jan Kautz:
Learning Binary Residual Representations for Domain-specific Video Streaming. - Zhao-Hui Du, Zhiwei Ying, Zhenke Ma, Yufei Mai, Phoebe Wang, Jesse Liu, Jesse Fang:
Secure Encrypted Virtualization is Unsecure. - Amogh Agrawal, Akhilesh Jaiswal, Kaushik Roy:
X-SRAM: Enabling In-Memory Boolean Computations in CMOS Static Random Access Memories. - Zhihong Liu, Jiajia Liu, Yong Zeng, Li Yang, Jianfeng Ma:
The Sound and the Fury: Hiding Communications in Noisy Wireless Networks with Interference Uncertainty. - Trevor Brown, Hillel Avni:
Range Queries in Non-blocking k-ary Search Trees. - Kanata Suzuki, Hiroki Mori, Tetsuya Ogata:
Online Motion Generation with Sensory Information and Instructions by Hierarchical RNN. - Stanislav Sobolevsky, Alexander Belyi, Carlo Ratti:
Optimality Of Community Structure In Complex Networks. - Huanshen Wei, Jason Zhang, Dongwon Lee:
Inequalities, Preferences and Rankings in US Sports Coach Hiring Networks. - Ning Li, Haopeng Liu, Bin Qiu, Wei Guo, Shijun Zhao, Kungang Li, Jie He:
Detection and Attention: Diagnosing Pulmonary Lung Cancer from CT by Imitating Physicians. - Longtao Chen, Jing Lou, Wei Zhu, Qingyuan Xia, Mingwu Ren:
Multi-appearance Segmentation and Extended 0-1 Program for Dense Small Object Tracking. - Yeonwoo Jeong, Keunwoo Choi, Hosan Jeong:
DLR : Toward a deep learned rhythmic representation for music content analysis. - Jian Su, Kexiong Liu, Yu Han:
A novel time-efficient frame adjustment strategy for RFID anti-collision. - Pedro Delfino, Bruno Cuconato, Edward Hermann Haeusler, Alexandre Rademaker:
Passing the Brazilian OAB Exam: data preparation and some experiments. - Yong Niu, Yu Liu, Yong Li, Xinlei Chen, Zhangdui Zhong, Zhu Han:
Device-to-Device Communications Enabled Energy Efficient Multicast Scheduling in mmWave Small Cells. - Taehoon Kim, Dong-Min Kim, Nuno Pratas, Petar Popovski, Dan Keun Sung:
An Enhanced Access Reservation Protocol with a Partial Preamble Transmission Mechanism in NB-IoT Systems. - Jinmian Ye, Linnan Wang, Guangxi Li, Di Chen, Shandian Zhe, Xinqi Chu, Zenglin Xu:
Learning Compact Recurrent Neural Networks with Block-Term Tensor Decomposition. - Yunquan Dong, Pingyi Fan:
Queueing Analysis for Block Fading Rayleigh Channels in the Low SNR Regime. - Yunquan Dong, Zhengchuan Chen, Pingyi Fan:
Age of Information in Two-way Updating Systems Using Wireless Power Transfer. - Djalal F. Bendimerad, Hartmut Hafermann, Huijian Zhang:
Nonlinearity-tolerant 8D modulation formats by set-partitioning PDM-QPSK. - Michael Gene Dobbins, Linda Kleist, Tillmann Miltzow, Pawel Rzazewski:
∀∃R-completeness and area-universality. - Jimmy Jessen Nielsen, Rongkuan Liu, Petar Popovski:
Optimized Interface Diversity for Ultra-Reliable Low Latency Communication (URLLC). - Giovanni Giambene, Van Anh Le:
Analysis of LTE-A Heterogeneous Networks with SIR-based Cell Association and Stochastic Geometry. - René B. Sørensen, Dong-Min Kim, Jimmy Jessen Nielsen, Petar Popovski:
Analysis of Latency and MAC-layer Performance for Class A LoRaWAN. - Tom Bocklisch, Joey Faulkner, Nick Pawlowski, Alan Nichol:
Rasa: Open Source Language Understanding and Dialogue Management. - Sachin Pawar, Girish K. Palshikar, Pushpak Bhattacharyya:
Relation Extraction : A Survey. - Nandan Sudarsanam, Nishanth Kumar, Abhishek Sharma, Balaraman Ravindran:
Rate of Change Analysis for Interestingness Measures. - Francisco Raposo, David Martins de Matos, Ricardo Ribeiro, Suhua Tang, Yi Yu:
Towards Deep Modeling of Music Semantics using EEG Regularizers. - Sulaiman Vesal, Andres Diaz-Pinto, Nishant Ravikumar, Stephan Ellmann, AmirAbbas Davari, Andreas K. Maier:
Semi-Automatic Algorithm for Breast MRI Lesion Segmentation Using Marker-Controlled Watershed Transformation. - Michail-Antisthenis I. Tsompanas, Nikolaos I. Dourvas, Konstantinos Ioannidis, Georgios Ch. Sirakoulis, Rolf Hoffmann, Andrew Adamatzky:
Cellular Automata Applications in Shortest Path Problem. - Thomas Bosman, Martijn van Ee, Yang Jiao, Alberto Marchetti-Spaccamela, R. Ravi, Leen Stougie:
Approximation Algorithms for Replenishment Problems with Fixed Turnover Times. - Oleksiy Kurganskyy, Alexandra Maximova:
On co-counter-fragments of automata. - Yang Li, Jianke Zhu, Wenjie Song, Zhefeng Wang, Hantang Liu, Steven C. H. Hoi:
Robust Estimation of Similarity Transformation for Visual Object Tracking with Correlation Filters. - Samiya Khan, Kashish Ara Shakil, Mansaf Alam:
Big Data Computing Using Cloud-Based Technologies, Challenges and Future Perspectives. - Laurent Heirendt, Sylvain Arreckx, Christophe Trefois, Yohan Yarosz, Maharshi Vyas, Venkata P. Satagopam, Reinhard Schneider, Ines Thiele, Ronan M. T. Fleming:
ARTENOLIS: Automated Reproducibility and Testing Environment for Licensed Software. - Brian Cloteaux:
One-Pass Graphic Approximation of Integer Sequences. - Minh Tri Le, Van Hoa Nguyen, Quoc Tuan Tran, Yvon Besanger, Thierry Braconnier, Antoine Labonne, Herve Buttin:
CIM compliant multiplatform approach for cyber-physical energy system assessment. - Enrico Piovano, Hamdi Joudeh, Bruno Clerckx:
Generalized Degrees of Freedom of the Symmetric Cache-Aided MISO Broadcast Channel with Partial CSIT. - Binh-Son Hua, Minh-Khoi Tran, Sai-Kit Yeung:
Point-wise Convolutional Neural Network. - Matthew Piekenbrock, Derek Doran:
Intrinsic Point of Interest Discovery from Trajectory Data. - Hailiang Li, Kin-Man Lam, Miaohui Wang:
Image Super-resolution via Feature-augmented Random Forest. - Freek Stulp, Pierre-Yves Oudeyer:
Proximodistal Exploration in Motor Learning as an Emergent Property of Optimization. - David Broman:
A Brief Overview of the KTA WCET Tool. - Bin Fan, Qingqun Kong, Xinchao Wang, Zhiheng Wang, Shiming Xiang, Chunhong Pan, Pascal Fua:
A Performance Evaluation of Local Features for Image Based 3D Reconstruction. - Tuhin Sarkar, Mardavij Roozbehani, Munther A. Dahleh:
Asymptotic Network Robustness. - Jian Wu, Changran Hu, Yulong Wang, Xiaolin Hu, Jun Zhu:
A Hierarchical Recurrent Neural Network for Symbolic Melody Generation. - Guido Borghi, Matteo Fabbri, Roberto Vezzani, Simone Calderara, Rita Cucchiara:
Face-from-Depth for Head Pose Estimation on Depth Images. - Philipp J. Meyer, Matthias Rungger, Michael Luttenberger, Javier Esparza, Majid Zamani:
Quantitative Implementation Strategies for Safety Controllers. - Gianluca Brero, Sébastien Lahaie:
A Bayesian Clearing Mechanism for Combinatorial Auctions. - Jianan Cao, David J. Farnham, Upmanu Lall:
Spatial-temporal wind field prediction by Artificial Neural Networks. - Damla Kizilay, Deniz Türsel Eliiyi, Pascal Van Hentenryck:
Constraint and Mathematical Programming Models for Integrated Port Container Terminal Operations. - Soufian Toufga, Philippe Owezarski, Slim Abdellatif, Thierry Villemur:
An SDN hybrid architecture for vehicular networks: Application to Intelligent Transport System. - Hans van Ditmarsch, Tim French:
Quantifying over boolean announcements. - Jose Dolz, Christian Desrosiers, Li Wang, Jing Yuan, Dinggang Shen, Ismail Ben Ayed:
Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation. - Arjun Anand, Gustavo de Veciana, Sanjay Shakkottai:
Joint Scheduling of URLLC and eMBB Traffic in 5G Wireless Networks. - Jace Robinson, Derek Doran:
Seasonal Stochastic Blockmodeling for Anomaly Detection in Dynamic Networks. - Robert L. Robinson:
Prevalence of DNSSEC for hospital websites in Illinois. - Ronald de Wolf:
The Potential Impact of Quantum Computers on Society. - Chung-Cheng Chiu, Colin Raffel:
Monotonic Chunkwise Attention. - Yi Tay, Anh Tuan Luu, Siu Cheung Hui:
Learning to Attend via Word-Aspect Associative Fusion for Aspect-based Sentiment Analysis. - Christian Bartz, Haojin Yang, Christoph Meinel:
SEE: Towards Semi-Supervised End-to-End Scene Text Recognition. - Trevor Brown:
Techniques for Constructing Efficient Lock-free Data Structures. - Catherine Wong:
DANCin SEQ2SEQ: Fooling Text Classifiers with Adversarial Text Example Generation. - Elad Domanovitz, Uri Erez:
Achievability Performance Bounds for Integer-Forcing Source Coding. - George Philipp, Jaime G. Carbonell:
Nonparametric Neural Networks. - Jeffrey Pawlick, Edward Colbert, Quanyan Zhu:
A Game-Theoretic Taxonomy and Survey of Defensive Deception for Cybersecurity and Privacy. - Hongyu Ren, Diqi Chen, Yizhou Wang:
RAN4IQA: Restorative Adversarial Nets for No-Reference Image Quality Assessment. - Nitish Korula, Vahab S. Mirrokni, Morteza Zadimoghaddam:
Online Submodular Welfare Maximization: Greedy Beats 1/2 in Random Order. - Fabrizio Montesi, Marco Peressotti:
Choreographies meet Communication Failures. - Eric Kolve, Roozbeh Mottaghi, Daniel Gordon, Yuke Zhu, Abhinav Gupta, Ali Farhadi:
AI2-THOR: An Interactive 3D Environment for Visual AI. - Hans Gersbach, Akaki Mamageishvili, Oriol Tejada:
Sophisticated Attacks on Decoy Ballots: The Devil's Menu and the Market for Lemons. - Qiao-Long Huang, Xiao-Shan Gao:
Revisit Randomized Kronecker Substitution based Sparse Polynomial Interpolation. - Shailja, Soumabha Bhowmick, Jayanta Mukhopadhyay:
Visual Based Navigation of Mobile Robots. - Alexander Rosenberg Johansen, Richard Socher:
Learning when to skim and when to read. - Ruben Becker, Michael Sagraloff:
Counting Solutions of a Polynomial System Locally and Exactly. - Pritam Bhattacharya, Subir Kumar Ghosh, Sudebkumar Prasant Pal:
Constant Approximation Algorithms for Guarding Simple Polygons using Vertex Guards. - Zhiyuan Wan, David Lo, Xin Xia, Liang Cai, Shanping Li:
Mining Sandboxes for Linux Containers. - Ashwin Khadke, Manuela M. Veloso:
What Can This Robot Do? Learning from Appearance and Experiments. - Daniel de Carvalho:
Taylor expansion in linear logic is invertible. - Yuxiao Chen, Ayonga Hereid, Huei Peng, Jessy W. Grizzle:
Synthesis of safe controller via supervised learning for truck lateral control. - Aditya Dhawale, Kumar Shaurya Shankar, Nathan Michael:
Fast Monte-Carlo Localization on Aerial Vehicles using Approximate Continuous Belief Representations. - Alexander LeNail, Ludwig Schmidt, Johnathan Li, Tobias Ehrenberger, Karen Sachs, Stefanie Jegelka, Ernest Fraenkel:
Graph-Sparse Logistic Regression. - Saptarshi Sengupta, Sanchita Basak, Richard Alan Peters II:
Data Clustering using a Hybrid of Fuzzy C-Means and Quantum-behaved Particle Swarm Optimization. - P. Madhusudan, Umang Mathur, Shambwaditya Saha, Mahesh Viswanathan:
A Decidable Fragment of Second Order Logic With Applications to Synthesis. - Siddharthan Rajasekaran, Jinwei Zhang, Jie Fu:
Inverse Reinforce Learning with Nonparametric Behavior Clustering. - Tatsuya Akutsu, Jesper Jansson, Ruiming Li, Atsuhiro Takasu, Takeyuki Tamura:
New Algorithms for Unordered Tree Inclusion. - Xinyun Chen, Chang Liu, Bo Li, Kimberly Lu, Dawn Song:
Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning. - Man-Kwun Chiu, Elena Khramtcova, Matias Korman, Aleksandar Markovic, Yoshio Okamoto, Aurélien Ooms, André van Renssen, Marcel Roeloffzen:
Rectilinear Link Diameter and Radius in a Rectilinear Polygonal Domain. - Nipun Wijerathne, Sanjana Kadaba Viswanath, Marakkalage Sumudu Hasala, Victoria Beltran, Chau Yuen, Hock Beng Lim:
Towards Comfortable Cycling: A Practical Approach to Monitor the Conditions in Cycling Paths. - Ashley Suh, Mustafa Hajij, Bei Wang, Carlos Scheidegger, Paul Rosen:
Driving Interactive Graph Exploration Using 0-Dimensional Persistent Homology Features. - Yi Liang, Shilu Chang, Chao Su:
A Workload-Specific Memory Capacity Configuration Approach for In-Memory Data Analytic Platforms. - Jin-Hwa Kim, Devi Parikh, Dhruv Batra, Byoung-Tak Zhang, Yuandong Tian:
CoDraw: Visual Dialog for Collaborative Drawing. - Yi Liu, Hongying Meng, Mohammad Rafiq Swash, Yona Falinie A. Gaus, Rui Qin:
Holoscopic 3D Micro-Gesture Database for Wearable Device Interaction. - Avikalp Srivastava, Madhav Datt:
Soft Seeded SSL Graphs for Unsupervised Semantic Similarity-based Retrieval. - George Philipp, Dawn Song, Jaime G. Carbonell:
Gradients explode - Deep Networks are shallow - ResNet explained. - Samy Ait-Aoudia, Adel Moussaoui, Khaled Abid, Dominique Michelucci:
On the reducibility of geometric constraint graphs. - Daniel Neider, Pranav Garg, P. Madhusudan, Shambwaditya Saha, Daejun Park:
Invariant Synthesis for Incomplete Verification Engines. - Christian Reul, Christoph Wick, Uwe Springmann, Frank Puppe:
Transfer Learning for OCRopus Model Training on Early Printed Books. - Niels Reijers, Chi-Sheng Shih:
Improved Ahead-of-Time Compilation of Stack-Based JVM Bytecode on Resource-Constrained Devices. - Ivor van der Hoog, Elena Khramtcova, Maarten Löffler:
Dynamic smooth compressed quadtrees (Fullversion). - Uwe Köcher:
Influence of the SIPG penalisation on the numerical properties of linear systems for elastic wave propagation. - Sri Harsha Dumpala, Rupayan Chakraborty, Sunil Kumar Kopparapu:
A Novel Approach for Effective Learning in Low Resourced Scenarios. - Egor I. Ershov, Simon M. Karpenko:
Fast Hough Transform and approximation properties of dyadic patterns. - Denis G. Fedorenko, Nikita Smetanin, Artem Rodichev:
Avoiding Echo-Responses in a Retrieval-Based Conversation System. - Chris Culnane, Benjamin I. P. Rubinstein, Vanessa Teague:
Health Data in an Open World. - Helen Gibson, Paul Vickers:
graphTPP: A multivariate based method for interactive graph layout and analysis. - Ribana Roscher, Katja Herzog, Annemarie Kunkel, Anna Kicherer, Reinhard Töpfer, Wolfgang Förstner:
Automated Image Analysis Framework for the High-Throughput Determination of Grapevine Berry Sizes Using Conditional Random Fields. - Davide Sanvito, Ilario Filippini, Antonio Capone, Stefano Paris, Jeremie Leguay:
Adaptive Robust Traffic Engineering in Software Defined Networks. - Jack Lindsey:
Pre-training Attention Mechanisms. - Keehang Kwon:
A Heuristic Proof Procedure for First-Order Logic. - Rodrigo Costas, Jeroen van Honk, Thomas Franssen:
Scholars on Twitter: who and how many are they? - Zai Yang, Jinhui Tang, Yonina C. Eldar, Lihua Xie:
On the Sample Complexity of Multichannel Frequency Estimation via Convex Optimization. - Kun Chen, Longbo Huang:
Timely-Throughput Optimal Scheduling with Prediction. - Felix Hieber, Tobias Domhan, Michael J. Denkowski, David Vilar, Artem Sokolov, Ann Clifton, Matt Post:
Sockeye: A Toolkit for Neural Machine Translation. - Altaf H. Khan:
Lightweight Neural Networks. - Holger Boche, Minglai Cai, Christian Deppe, Janis Nötzel:
Secret Message Transmission over Quantum Channels under Adversarial Quantum Noise: Secrecy Capacity and Super-Activation. - Diane Castonguay, Elisângela Silva Dias, Leslie Richard Foulds:
Results for the maximum weight planar subgraph problem. - Ghislain Fourny:
Perfect Prediction in Normal Form: Superrational Thinking Extended to Non-Symmetric Games. - Gourab Ghatak, Antonio De Domenico, Marceau Coupechoux:
Coverage Analysis and Load Balancing in HetNets with mmWave Multi-RAT Small Cells. - Erwin van de Wiel, Mark Scanlon, Nhien-An Le-Khac:
Network Intell: Enabling the Non-Expert Analysis of Large Volumes of Intercepted Network Traffic. - Amine Mezghani, Josef A. Nossek, A. Lee Swindlehurst:
Low SNR Asymptotic Rates of Vector Channels with One-Bit Outputs. - Krishnamoorthy Dinesh, Jayalal Sarma:
Alternation, Sparsity and Sensitivity : Bounds and Exponential Gaps. - Pol Van Aubel, Kostas Papagiannopoulos, Lukasz Chmielewski, Christian Doerr:
Side-channel based intrusion detection for industrial control systems. - Emma Pierson, Tim Althoff, Jure Leskovec:
Modeling Individual Cyclic Variation in Human Behavior. - Xingyi Zhou, Arjun Karpur, Chuang Gan, Linjie Luo, Qixing Huang:
Unsupervised Domain Adaptation for 3D Keypoint Prediction from a Single Depth Scan. - Ralph C. Bottesch:
On W[1]-Hardness as Evidence for Intractability. - Johannes L. Schönberger, Marc Pollefeys, Andreas Geiger, Torsten Sattler:
Semantic Visual Localization. - Jordan Prosky, Xingyou Song, Andrew Tan, Michael Zhao:
Sentiment Predictability for Stocks. - Clément Godard, Kevin Matzen, Matt Uyttendaele:
Deep Burst Denoising. - Stanislav Sobolevsky:
Inferring hierarchical structure of spatial and generic complex networks through a modeling framework. - Kotaro Hara, Abi Adams, Kristy Milland, Saiph Savage, Chris Callison-Burch, Jeffrey P. Bigham:
A Data-Driven Analysis of Workers' Earnings on Amazon Mechanical Turk. - Chams Lahlou, Laurent Truffet:
Self-organization and the Maximum Empower Principle in the Framework of max-plus Algebra. - Stylianos Moschoglou, Evangelos Ververas, Yannis Panagakis, Mihalis A. Nicolaou, Stefanos Zafeiriou:
Multi-Attribute Robust Component Analysis for Facial UV Maps. - Stuart Armstrong, Sören Mindermann:
Impossibility of deducing preferences and rationality from human policy. - Kyle Brown, Derek Doran:
Realistic Traffic Generation for Web Robots. - Amine Mezghani, A. Lee Swindlehurst:
mmWave Massive MIMO with Simple RF and Appropriate DSP. - Markus Lohrey, Carl Philipp Reh, Kurt Sieber:
Optimal top dag compression. - Nate Veldt, David F. Gleich, Anthony Wirth:
Unifying Sparsest Cut, Cluster Deletion, and Modularity Clustering Objectives with Correlation Clustering. - Mizanur Rahman, Mashrur Chowdhury, Anjan Rayamajhi, Kakan C. Dey, James Martin:
Adaptive Queue Prediction Algorithm for an Edge Centric Cyber Physical System Platform in a Connected Vehicle Environment. - Mashrur Chowdhury, Mizanur Rahman, Anjan Rayamajhi, Sakib Mahmud Khan, Mhafuzul Islam, Zadid Khan, James Martin:
Lessons Learned from the Real-world Deployment of a Connected Vehicle Testbed. - Tobias G. Tiecke, Xianming Liu, Amy Zhang, Andreas Gros, Nan Li, Gregory Yetman, Talip Kilic, Siobhan Murray, Brian Blankespoor, Espen B. Prydz, Hai-Anh H. Dang:
Mapping the world population one building at a time. - Daniel Björkegren, Darrell Grissen:
Behavior Revealed in Mobile Phone Usage Predicts Loan Repayment. - José Horta, Daniel Kofman, David Menga:
Novel paradigms for advanced distribution grid energy management. - Ding Li, Dongjin Song:
Detecting Low Rating Android Apps Before They Have Reached the Market. - Denis Yarats, Mike Lewis:
Hierarchical Text Generation and Planning for Strategic Dialogue. - Shagun Jhaver, Larry Chan, Amy S. Bruckman:
The View from the Other Side: The Border Between Controversial Speech and Harassment on Kotaku in Action. - Ion Stoica, Dawn Song, Raluca Ada Popa, David A. Patterson, Michael W. Mahoney, Randy H. Katz, Anthony D. Joseph, Michael I. Jordan, Joseph M. Hellerstein, Joseph E. Gonzalez, Ken Goldberg, Ali Ghodsi, David E. Culler, Pieter Abbeel:
A Berkeley View of Systems Challenges for AI. - Anusha Lalitha, Nancy Ronquillo, Tara Javidi:
Improved Target Acquisition Rates with Feedback Codes. - Tai-Xiang Jiang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng:
A novel nonconvex approach to recover the low-tubal-rank tensor data: when t-SVD meets PSSV. - Ross Hartley, Josh Mangelson, Lu Gan, Maani Ghaffari Jadidi, Jeffrey M. Walls, Ryan M. Eustice, Jessy W. Grizzle:
Legged Robot State-Estimation Through Combined Forward Kinematic and Preintegrated Contact Factors. - Ferdinando Cicalese, Zsuzsanna Lipták, Massimiliano Rossi:
Bubble-Flip - A New Generation Algorithm for Prefix Normal Words. - Benoit Jacob, Skirmantas Kligys, Bo Chen, Menglong Zhu, Matthew Tang, Andrew G. Howard, Hartwig Adam, Dmitry Kalenichenko:
Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference. - Dustin Anderson, Jean-Roch Vlimant, Maria Spiropulu:
An MPI-Based Python Framework for Distributed Training with Keras. - Jin-Yi Cai, Tianyu Liu, Pinyan Lu:
Approximability of the Six-vertex Model. - Zahra Mahoor, Jack Felag, Josh C. Bongard:
Morphology dictates a robot's ability to ground crowd-proposed language. - Junghoon Seo, Taegyun Jeon:
On reproduction of On the regularization of Wasserstein GANs. - Jonathan Shen, Ruoming Pang, Ron J. Weiss, Mike Schuster, Navdeep Jaitly, Zongheng Yang, Zhifeng Chen, Yu Zhang, Yuxuan Wang, R. J. Skerry-Ryan, Rif A. Saurous, Yannis Agiomyrgiannakis, Yonghui Wu:
Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions. - Stelios Doudalis, Ios Kotsogiannis, Samuel Haney, Ashwin Machanavajjhala, Sharad Mehrotra:
One-sided Differential Privacy. - Philipp Moritz, Robert Nishihara, Stephanie Wang, Alexey Tumanov, Richard Liaw, Eric Liang, William Paul, Michael I. Jordan, Ion Stoica:
Ray: A Distributed Framework for Emerging AI Applications. - Andrew Fielder, Sandra König, Emmanouil Panaousis, Stefan Schauer, Stefan Rass:
Uncertainty in Cyber Security Investments. - Chih-Cheng Chang, Pin-Chun Chen, Teyuh Chou, I-Ting Wang, Boris Hudec, Che-Chia Chang, Chia-Ming Tsai, Tian-Sheuan Chang, Tuo-Hung Hou:
Mitigating Asymmetric Nonlinear Weight Update Effects in Hardware Neural Network based on Analog Resistive Synapse. - Congrui Hetang, Hongwei Qin, Shaohui Liu, Junjie Yan:
Impression Network for Video Object Detection. - Yifan Peng, Xiaosong Wang, Le Lu, Mohammadhadi Bagheri, Ronald M. Summers, Zhiyong Lu:
NegBio: a high-performance tool for negation and uncertainty detection in radiology reports. - Jung-Woo Ha, Adrian Kim, Chanju Kim, Jangyeon Park, Sunghun Kim:
Automatic Music Highlight Extraction using Convolutional Recurrent Attention Networks. - Nako Sung, Minkyu Kim, Hyunwoo Jo, Youngil Yang, Jingwoong Kim, Leonard Lausen, Youngkwan Kim, Gayoung Lee, Dong-Hyun Kwak, Jung-Woo Ha, Sunghun Kim:
NSML: A Machine Learning Platform That Enables You to Focus on Your Models. - Shoufu Luo, Sven Dietrich:
Fingerprinting Cryptographic Protocols with Key Exchange using an Entropy Measure. - Dinh Thai Hoang, Dusit Niyato, Ping Wang, Antonio De Domenico, Emilio Calvanese Strinati:
Optimal Cross Slice Orchestration for 5G Mobile Services. - Dinh Thai Hoang, Dusit Niyato, Ping Wang, Shaun Shuxun Wang, Diep N. Nguyen, Eryk Dutkiewicz:
A Stochastic Programming Approach for Risk Management in Mobile Cloud Computing. - Khoi Khac Nguyen, Dinh Thai Hoang, Dusit Niyato, Ping Wang, Diep N. Nguyen, Eryk Dutkiewicz:
Cyberattack Detection in Mobile Cloud Computing: A Deep Learning Approach. - Jack W. Stokes, De Wang, Mady Marinescu, Marc Marino, Brian Bussone:
Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Classification Models. - Bingzhe Wu, Haodong Duan, Zhichao Liu, Guangyu Sun:
SRPGAN: Perceptual Generative Adversarial Network for Single Image Super Resolution. - Jun-Bo Wang, Junyuan Wang, Yongpeng Wu, Jin-Yuan Wang, Huiling Zhu, Min Lin, Jiangzhou Wang:
A Machine Learning Framework for Resource Allocation Assisted by Cloud Computing. - Han Xiao:
NDT: Neual Decision Tree Towards Fully Functioned Neural Graph. - Yasemin Ozkan Aydin, Kemal Leblebicioglu:
A fast and practical grid based algorithm for point-feature label placement problem. - Katarína Furmanová, Samuel Gratzl, Holger Stitz, Thomas Zichner, Miroslava Jaresová, Martin Ennemoser, Alexander Lex, Marc Streit:
Taggle: Scalable Visualization of Tabular Data through Aggregation. - Vasily Morzhakov, Alexey Redozubov:
An Artificial Neural Network Architecture Based on Context Transformations in Cortical Minicolumns. - Stefan Heindorf, Martin Potthast, Gregor Engels, Benno Stein:
Overview of the Wikidata Vandalism Detection Task at WSDM Cup 2017. - Antonious M. Girgis, Özgür Erçetin, Mohammed Nafie, Tamer A. ElBatt:
Degrees of Freedom of Interference Networks with Transmitter-Side Caches. - Ibbad Hafeez, Aaron Yi Ding, Markku Antikainen, Sasu Tarkoma:
Toward Secure Edge Networks: Taming Device-to-Device (D2D) Communication in IoT. - Lijun Zhao, Huihui Bai, Anhong Wang, Yao Zhao:
Learning a Virtual Codec Based on Deep Convolutional Neural Network to Compress Image. - Pushpankar Kumar Pushp, Muktabh Mayank Srivastava:
Train Once, Test Anywhere: Zero-Shot Learning for Text Classification. - Sekou L. Remy:
Assessing virtualization effects in simulations of distributed robotics. - Waldemar Grabski, Wiktor B. Daszczuk:
Priority Rules on ATN (PRT) Intersections. - Javier Rodríguez-Fernández, Nuria González Prelcic, Robert W. Heath Jr.:
Joint Data-Aided Carrier Frequency Offset, Phase Offset, Amplitude and SNR Estimation for Millimeter-Wave MIMO Systems. - Bogdan D. Czejdo, Wiktor B. Daszczuk, Mikolaj Baszun:
Using Machine Learning to Enhance Vehicles Traffic in ATN (PRT) Systems. - Julio Amador Díaz López, Axel Oehmichen, Miguel Molina-Solana:
Characterizing Political Fake News in Twitter by its Meta-Data. - Pierre-Jean Meyer, Dimos V. Dimarogonas:
Compositional abstraction refinement for control synthesis. - Pierre-Jean Meyer, Dimos V. Dimarogonas:
Hierarchical decomposition of LTL synthesis problem for mixed-monotone control systems. - Mu Qiao, Luis Angel D. Bathen, Simon-Pierre Génot, Sunhwan Lee, Ramani Routray:
StackInsights: Cognitive Learning for Hybrid Cloud Readiness. - Ruobing Shen, Eric Kendinibilir, Ismail Ben Ayed, Andrea Lodi, Andrea Tramontani, Gerhard Reinelt:
An ILP Solver for Multi-label MRFS with Connectivity Constraints. - (Withdrawn) Enhancing Symbolic Execution of Heap-based Programs with Separation Logic for Test Input Generation.
- James Taylor:
Study on the Best Uses of Technology in Support of Project-Based Learning. - Swastik Kopparty, Aditya Potukuchi:
Syndrome decoding of Reed-Muller codes and tensor decomposition over finite fields. - Aditya Devarakonda, Kimon Fountoulakis, James Demmel, Michael W. Mahoney:
Avoiding Synchronization in First-Order Methods for Sparse Convex Optimization. - Rui Gao, Xi Chen, Anton J. Kleywegt:
Wasserstein Distributional Robustness and Regularization in Statistical Learning. - Chaojie Gu, Rui Tan, Xin Lou, Dusit Niyato:
One-Hop Out-of-Band Control Planes for Low-Power Multi-Hop Wireless Networks. - Praneeth Narayanamurthy, Namrata Vaswani:
MEDRoP: Memory-Efficient Dynamic Robust PCA. - Qin Ba, Ketan Savla:
Computing Optimal Control of Cascading Failure in DC Networks. - Andrés Felipe Cruz-Salinas, Jonatan Gómez Perdomo:
Self-adaptation of Genetic Operators Through Genetic Programming Techniques. - Samed Jukic, Abdulhamit Subasi:
A MapReduce-based rotation forest classifier for epileptic seizure prediction. - Xiao-Yong Yan, Seong-Gyu Yang, Beom Jun Kim, Petter Minnhagen:
Benford's Law and First Letter of Word. - (Withdrawn) Using Deep learning methods for generation of a personalized list of shuffled songs.
- Xingang Pan, Jianping Shi, Ping Luo, Xiaogang Wang, Xiaoou Tang:
Spatial As Deep: Spatial CNN for Traffic Scene Understanding. - Mirco Ravanelli:
Deep Learning for Distant Speech Recognition. - Assaf Shocher, Nadav Cohen, Michal Irani:
"Zero-Shot" Super-Resolution using Deep Internal Learning. - Bruno Clerckx, Alessandra Costanzo, Apostolos Georgiadis, Nuno Borges Carvalho:
Towards the 1G of Mobile Power Network: RF, Signal and System Designs to Make Smart Objects Autonomous. - Eran Treister, Eldad Haber:
A multigrid solver to the Helmholtz equation with a point source based on travel time and amplitude. - Yeo Hun Yoon, Shujaat Khan, Jaeyoung Huh, Jong Chul Ye:
Deep Learning in RF Sub-sampled B-mode Ultrasound Imaging. - Johan Hasselqvist, Niklas Helmertz, Mikael Kågebäck:
Query-Based Abstractive Summarization Using Neural Networks. - S. Ritika, Shruti Mittal, Dattaraj Rao:
Railway Track Specific Traffic Signal Selection Using Deep Learning. - Alexander V. Evako:
Properties of Digital n-Dimensional Spheres and Manifolds. Separation of Digital Manifolds. - Ken Dahm, Alexander Keller:
Machine Learning and Integral Equations. - Kai Zhang, Wangmeng Zuo, Lei Zhang:
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations. - Tiancheng Li:
Distributed SMC-PHD Fusion for Partial, Arithmetic Average Consensus. - Ambra Demontis, Marco Melis, Battista Biggio, Giorgio Fumera, Fabio Roli:
Super-sparse Learning in Similarity Spaces. - Manuel Pöter, Jesper Larsson Träff:
A new and five older Concurrent Memory Reclamation Schemes in Comparison (Stamp-it). - Christopher Olston, Noah Fiedel, Kiril Gorovoy, Jeremiah Harmsen, Li Lao, Fangwei Li, Vinu Rajashekhar, Sukriti Ramesh, Jordan Soyke:
TensorFlow-Serving: Flexible, High-Performance ML Serving. - Dong-Qing Zhang:
clcNet: Improving the Efficiency of Convolutional Neural Network using Channel Local Convolutions. - Nathan Killoran, Leo J. Lee, Andrew Delong, David Duvenaud, Brendan J. Frey:
Generating and designing DNA with deep generative models. - Horacio Silva-Saravia, Yajun Wang, Héctor Pulgar-Painemal, Kevin Tomsovic:
Oscillation energy based sensitivity analysis and control for multi-mode oscillation systems. - Andrew J. Reagan:
Towards a science of human stories: using sentiment analysis and emotional arcs to understand the building blocks of complex social systems. - Matteo Fischetti, Jason Jo:
Deep Neural Networks as 0-1 Mixed Integer Linear Programs: A Feasibility Study. - Ignacio Perez-Messina, Claudio Gutierrez, Eduardo Graells-Garrido:
Organic Visualization of Document Evolution. - Per-Arne Andersen, Morten Goodwin, Ole-Christoffer Granmo:
Towards a Deep Reinforcement Learning Approach for Tower Line Wars. - Siqi Wang, Kevin Tomsovic:
Quantitative Control Approach for Wind Turbine Generators to Provide Fast Frequency Response with Guarantee of Rotor Security. - Yuting Chen, Joseph Wang, Yannan Bai, Gregory D. Castañón, Venkatesh Saligrama:
Probabilistic Semantic Retrieval for Surveillance Videos with Activity Graphs. - Jinyu Wang, Minquan Cheng, Qifa Yan, Xiaohu Tang:
On the Placement Delivery Array Design for Coded Caching Scheme in D2D Networks. - Dong Deng:
Error-Tolerant Big Data Processing. - Jin-Hwa Kim, Byoung-Tak Zhang:
Visual Explanations from Hadamard Product in Multimodal Deep Networks. - Xiang Cheng, Meng Zhang, Miaowen Wen, Liuqing Yang:
Index Modulation for 5G: Striving to Do More with Less. - Feng Wang, Lingjie Duan, Jianwei Niu:
Optimal Pricing of User-Initiated Data-Plan Sharing in a Roaming Market. - Hanzhou Wu:
Minimizing Embedding Distortion with Weighted Bigraph Matching in Reversible Data Hiding. - Guoqing Chao, Shiliang Sun, Jinbo Bi:
A Survey on Multi-View Clustering. - Zhanwei Hou, He Chen, Yonghui Li, Branka Vucetic:
Incentive Mechanism Design for Wireless Energy Harvesting-Based Internet of Things. - Shuaifang Zhang, Dongsheng Li, Wei Shen, Xiwen Zhang, Yu Liu:
Crack detection in beam structures with a novel Laplace based Wavelet Finite Element method. - Peter Reichl, S. Claus:
"Oh Tanenbaum, oh Tanenbaum...": Technical Foundations of Xmas 4.0 Research. - Farhan Shafiq, Takato Yamada, Antonio T. Vilchez, Sakyasingha Dasgupta:
Automated flow for compressing convolution neural networks for efficient edge-computation with FPGA. - Alexander Erdmann, Nizar Habash, Dima Taji, Houda Bouamor:
Low Resourced Machine Translation via Morpho-syntactic Modeling: The Case of Dialectal Arabic. - Houssam-Eddine Zahaf, Giuseppe Lipari, Luca Abeni:
Migrate when necessary: toward partitioned reclaiming for soft real-time tasks. - Yi Zhang, Xu Sun:
A Chinese Dataset with Negative Full Forms for General Abbreviation Prediction. - Georgios C. Chasparis:
Measurement-based Efficient Resource Allocation with Demand-Side Adjustments. - José Oramas M., Kaili Wang, Tinne Tuytelaars:
Visual Explanation by Interpretation: Improving Visual Feedback Capabilities of Deep Neural Networks. - Kengo Kido, Sean Sedwards, Ichiro Hasuo:
Bounding Errors Due to Switching Delays in Incrementally Stable Switched Systems (Extended Version). - Yue Luo, Jimmy S. J. Ren, Zhouxia Wang, Wenxiu Sun, Jinshan Pan, Jianbo Liu, Jiahao Pang, Liang Lin:
LSTM Pose Machines. - Fanyi Xiao, Yong Jae Lee:
Spatial-Temporal Memory Networks for Video Object Detection. - Tim Dahmen, Patrick Trampert, Joachim Weickert, Philipp Slusallek:
Space-Filling Curve Indices as Acceleration Structure for Exemplar-Based Inpainting. - Sheng Xin Zhang, Wing Shing Chan, Zi Kang Peng, Shao Yong Zheng, Kit-Sang Tang:
Selective-Candidate Framework with Similarity Selection Rule for Evolutionary Optimization. - Santiago Pascual, Maruchan Park, Joan Serrà, Antonio Bonafonte, Kang-Hun Ahn:
Language and Noise Transfer in Speech Enhancement Generative Adversarial Network. - Dohyung Kim, Hyochang Yang, Minki Chung, Sungzoon Cho:
Squeezed Convolutional Variational AutoEncoder for Unsupervised Anomaly Detection in Edge Device Industrial Internet of Things. - Martin Velas, Michal Spanel, Michal Hradis, Adam Herout:
CNN for IMU Assisted Odometry Estimation using Velodyne LiDAR. - Kiran Sharma, Anamika, Anindya S. Chakrabarti, Anirban Chakraborti, Sujoy Chakravarty:
The Saga of KPR: Theoretical and Experimental developments. - Stuart Armstrong:
'Indifference' methods for managing agent rewards. - Johan Östman, Giuseppe Durisi, Erik G. Ström, Mustafa Cemil Coskun, Gianluigi Liva:
Short Packets over Block-Memoryless Fading Channels: Pilot-Assisted or Noncoherent Transmission? - Xudong Mao, Qing Li, Haoran Xie, Raymond Y. K. Lau, Zhen Wang, Stephen Paul Smolley:
On the Effectiveness of Least Squares Generative Adversarial Networks. - Giulia Fracastoro, Dorina Thanou, Pascal Frossard:
Graph-based Transform Coding with Application to Image Compression. - Djordje Slijepcevic, Matthias Zeppelzauer, Anna-Maria Gorgas, Caterine Schwab, Michael Schüller, Arnold Baca, Christian Breiteneder, Brian Horsak:
Automatic Classification of Functional Gait Disorders. - Feng Shi, Misha Teplitskiy, Eamon Duede, James Evans:
The Wisdom of Polarized Crowds. - Tong Huang, Bharadwaj Satchidanandan, P. R. Kumar, Le Xie:
An Online Defense Framework against Cyber Attacks on Automatic Generation Control. - Danyang Sun, Tongzheng Ren, Chongxuan Li, Jun Zhu, Hang Su:
Learning to Write Stylized Chinese Characters by Reading a Handful of Examples. - Shervin Malmasi, Marcos Zampieri:
Detecting Hate Speech in Social Media. - Aaron Bostrom, Anthony J. Bagnall:
A Shapelet Transform for Multivariate Time Series Classification. - Bahareh Banyassady, Luis Barba, Wolfgang Mulzer:
Time-Space Trade-Offs for Computing Euclidean Minimum Spanning Trees. - Erika R. Bérczi-Kovács, Zoltán Király:
Network Coding Algorithms for Multi-Layered Video Broadcast. - Ting Chen, Xiaoqi Li, Ying Wang, Jiachi Chen, Zihao Li, Xiapu Luo, Man Ho Au, Xiaosong Zhang:
An Adaptive Gas Cost Mechanism for Ethereum to Defend Against Under-Priced DoS Attacks. - Feng Liu, Yong Shi, Ying Liu:
Three IQs of AI Systems and their Testing Methods. - Marc Hellmuth, Nicolas Wieseke, Marcus Lechner, Hans-Peter Lenhof, Martin Middendorf, Peter F. Stadler:
Phylogenomics with Paralogs. - Ester Bonmati, Yipeng Hu, Nikhil Sindhwani, Hans Peter Dietz, Jan D'hooge, Dean C. Barratt, Jan Deprest, Tom Vercauteren:
Automatic segmentation method of pelvic floor levator hiatus in ultrasound using a self-normalising neural network. - Jean-Marc Kelif, William Diego:
Meeting Energy-Efficient and QoS Requirements of 5G Using D2D Communications. - Xu Jia, Hong Chang, Tinne Tuytelaars:
Super-Resolution with Deep Adaptive Image Resampling. - Chaoqun Hong, Jun Yu:
Multi-modal Face Pose Estimation with Multi-task Manifold Deep Learning. - Martin Rosvall, Jean-Charles Delvenne, Michael T. Schaub, Renaud Lambiotte:
Different approaches to community detection. - Ioannis Z. Emiris, Ioannis Psarros:
Products of Euclidean metrics and applications to proximity questions among curves. - Gramoz Goranci, Monika Henzinger, Pan Peng:
The Power of Vertex Sparsifiers in Dynamic Graph Algorithms. - Matthias Bentert, René van Bevern, Rolf Niedermeier:
(Wireless) Scheduling, Graph Classes, and c-Colorable Subgraphs. - Shiheng Wang, Fangzhen Lin:
Invincible Strategies of Iterated Prisoner's Dilemma. - Varun Suryan, Nahush Gondhalekar, Pratap Tokekar:
Multi-Fidelity Reinforcement Learning with Gaussian Processes. - Leon A. Gatys, Matthias Kümmerer, Thomas S. A. Wallis, Matthias Bethge:
Guiding human gaze with convolutional neural networks. - Yi Qi, Zhongzhi Zhang, Yuhao Yi, Huan Li:
Consensus in Self-similar Hierarchical Graphs and Sierpiński Graphs: Convergence Speed, Delay Robustness, and Coherence. - Andreas Kurth, Pirmin Vogel, Alessandro Capotondi, Andrea Marongiu, Luca Benini:
HERO: Heterogeneous Embedded Research Platform for Exploring RISC-V Manycore Accelerators on FPGA. - Sándor P. Fekete, Sven von Höveling, Joseph S. B. Mitchell, Christian Rieck, Christian Scheffer, Arne Schmidt, James R. Zuber:
Don't Rock the Boat: Algorithms for Balanced Dynamic Loading and Unloading. - Shaunak D. Bopardikar:
Sensor Selection via Randomized Sampling. - Richard Woolley, Nicolás Robinson-García, Rodrigo Costas:
Global research collaboration: Networks and partners in South East Asia. - Brian Kenji Iwana, Seiichi Uchida:
Dynamic Weight Alignment for Convolutional Neural Networks. - Noah Golowich, Alexander Rakhlin, Ohad Shamir:
Size-Independent Sample Complexity of Neural Networks. - Siyuan Ma, Raef Bassily, Mikhail Belkin:
The Power of Interpolation: Understanding the Effectiveness of SGD in Modern Over-parametrized Learning. - Edoardo Conti, Vashisht Madhavan, Felipe Petroski Such, Joel Lehman, Kenneth O. Stanley, Jeff Clune:
Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents. - Joel Lehman, Jay Chen, Jeff Clune, Kenneth O. Stanley:
Safe Mutations for Deep and Recurrent Neural Networks through Output Gradients. - Xingwen Zhang, Jeff Clune, Kenneth O. Stanley:
On the Relationship Between the OpenAI Evolution Strategy and Stochastic Gradient Descent. - Zhexiong Shang, Zhigang Shen:
Multi-point Vibration Measurement for Mode Identification of Bridge Structures using Video-based Motion Magnification. - Felipe Petroski Such, Vashisht Madhavan, Edoardo Conti, Joel Lehman, Kenneth O. Stanley, Jeff Clune:
Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning. - Joel Lehman, Jay Chen, Jeff Clune, Kenneth O. Stanley:
ES Is More Than Just a Traditional Finite-Difference Approximator. - Maxim Naumov:
Parallel Complexity of Forward and Backward Propagation. - Dmitry Chizhik, Jinfeng Du, Rodolfo Feick, Mauricio Rodríguez, Guillermo Castro, Reinaldo A. Valenzuela:
Path loss, beamforming gain and time dynamics measurements at 28 GHz for 90% indoor coverage. - P. G. Sudheesh, Mohammad Mozaffari, Maurizio Magarini, Walid Saad, P. Muthuchidambaranathan:
Sum-Rate Analysis for High Altitude Platform (HAP) Drones with Tethered Balloon Relay. - Angjoo Kanazawa, Michael J. Black, David W. Jacobs, Jitendra Malik:
End-to-end Recovery of Human Shape and Pose. - Anthony Zaleski:
Solving satisfiability using inclusion-exclusion. - Liang Liu, Long Gong, Sen Yang, Jun (Jim) Xu, Lance Fortnow:
Better Algorithms for Hybrid Circuit and Packet Switching in Data Centers. - David J. Miller, Yujia Wang, George Kesidis:
When Not to Classify: Anomaly Detection of Attacks (ADA) on DNN Classifiers at Test Time. - Relja Arandjelovic, Andrew Zisserman:
Objects that Sound. - Ignacio Garcia-Dorado, Pascal Getreuer, Madison Le, Robin Debreuil, Alex Kauffmann, Peyman Milanfar:
Graphic Narrative with Interactive Stylization Design. - Andreas Holzinger, Bernd Malle, Peter Kieseberg, Peter M. Roth, Heimo Müller, Robert Reihs, Kurt Zatloukal:
Towards the Augmented Pathologist: Challenges of Explainable-AI in Digital Pathology. - Farshid Rayhan, Sajid Ahmed, Asif Mahbub, Md. Rafsan Jani, Swakkhar Shatabda, Dewan Md. Farid, Chowdhury Mofizur Rahman:
MEBoost: Mixing Estimators with Boosting for Imbalanced Data Classification. - Siamak Sarmady, Erfan Rahmani:
word representation or word embedding in Persian text. - Haitham Afifi, Sébastien Auroux, Holger Karl:
MARVELO: Wireless Virtual Network Embedding for Overlay Graphs with Loops. - Jiang Liu, Chenqiang Gao, Deyu Meng, Alexander G. Hauptmann:
DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation. - Jason Xie, Tingwen Bao:
Synthesizing Novel Pairs of Image and Text. - Trevor Brown, Faith Ellen, Eric Ruppert:
A General Technique for Non-blocking Trees. - Trevor Brown, Faith Ellen, Eric Ruppert:
Pragmatic Primitives for Non-blocking Data Structures. - Michael P. O'Brien, Blair D. Sullivan:
Experimental Evaluation of Counting Subgraph Isomorphisms in Classes of Bounded Expansion. - Henning Bruhn, Oliver Schaudt:
Fast Algorithms for Delta-Separated Sparsity Projection. - Stefano Leucci, Akaki Mamageishvili, Paolo Penna:
No truthful mechanism can be better than n approximate for two natural problems. - Chathurika P. Mediwaththe, David B. Smith:
Game-Theoretic Electric Vehicle Charging Management Resilient to Non-Ideal User Behavior. - Henry A. Leopold, Jeff Orchard, John S. Zelek, Vasudevan Lakshminarayanan:
PixelBNN: Augmenting the PixelCNN with batch normalization and the presentation of a fast architecture for retinal vessel segmentation. - Timothy Carpenter, Fedor V. Fomin, Daniel Lokshtanov, Saket Saurabh, Anastasios Sidiropoulos:
Algorithms for low-distortion embeddings into arbitrary 1-dimensional spaces. - (Withdrawn) Exploiting Tradeoff Between Transmission Diversity and Content Diversity in Multi-Cell Edge Caching.
- Javid Ebrahimi, Anyi Rao, Daniel Lowd, Dejing Dou:
HotFlip: White-Box Adversarial Examples for NLP. - Yiru Shen, Chen Feng, Yaoqing Yang, Dong Tian:
Neighbors Do Help: Deeply Exploiting Local Structures of Point Clouds. - Paul Vicol, Makarand Tapaswi, Lluís Castrejón, Sanja Fidler:
MovieGraphs: Towards Understanding Human-Centric Situations from Videos. - Yoshiharu Kohayakawa, Flavio Keidi Miyazawa, Yoshiko Wakabayashi:
A tight lower bound for an online hypercube packing problem and bounds for prices of anarchy of a related game. - Zhuotao Liu, Kai Chen, Haitao Wu, Shuihai Hu, Yih-Chun Hu, Yi Wang, Gong Zhang:
Enabling Work-conserving Bandwidth Guarantees for Multi-tenant Datacenters via Dynamic Tenant- eue Binding. - Shudong Liu:
User modeling for point-of-interest recommendations in location-based social networks: the state-of-the-art. - Khodakhast Bibak, Bruce M. Kapron, Venkatesh Srinivasan:
A generalization of Schönemann's theorem via a graph theoretic method. - Saptarshi Pal, Soumya K. Ghosh:
Learning Representations from Road Network for End-to-End Urban Growth Simulation. - Ramanpreet Singh Pahwa, Tian-Tsong Ng, Minh N. Do:
Tracking objects using 3D object proposals. - M. Ehsan Raoufat, Babak Asghari, Ratnesh K. Sharma:
Model Predictive BESS Control for Demand Charge Management and PV-Utilization Improvement. - Jieyang Chen, Qiang Guan, Xin Liang, Louis James Vernon, Allen McPherson, Li-Ta Lo, Zizhong Chen, James Paul Ahrens:
Docker-Enabled Build and Execution Environment (BEE): an Encapsulated Environment Enabling HPC Applications Running Everywhere. - Liang Xiao, Guoan Han, Donghua Jiang, Hongzi Zhu, Yanyong Zhang, H. Vincent Poor:
Two-dimensional Anti-jamming Mobile Communication Based on Reinforcement Learning. - Manar Mohaisen, Vitalii Pruks:
Downlink macro-diversity precoding-aided spatial modulation. - O. Ekaba Bisong, Eric Tran, Olga Baysal:
Built to Last or Built Too Fast? Evaluating Prediction Models for Build Times. - Han-mook Yoo, Han-joon Kim, Jonghoon Chun:
Estimation of Individual Micro Data from Aggregated Open Data. - Lei Yu, Vincent Y. F. Tan:
Asymptotic Coupling and Its Applications in Information Theory. - Huan-Cheng Hsu, Ching-Hang Chen, Hsiao-Rong Tyan, Hong-Yuan Mark Liao:
Hierarchical Cross Network for Person Re-identification. - Ruoteng Li, Loong-Fah Cheong, Robby T. Tan:
Single Image Deraining using Scale-Aware Multi-Stage Recurrent Network. - Romeo Orsolino, Michele Focchi, Carlos Mastalli, Hongkai Dai, Darwin G. Caldwell, Claudio Semini:
A Feasibility Metric for Trajectory Optimization of Legged Robots using Wrench Polytopes. - Timo Hinzmann, Tim Taubner, Roland Siegwart:
Flexible Stereo: Constrained, Non-rigid, Wide-baseline Stereo Vision for Fixed-wing Aerial Platforms. - Franz J. Brandenburg:
On Fan-Crossing Graphs. - Ruihu Li, Yang Liu, Luobin Guo, Hao Song:
Dimension of nonbinary antiprimitive BCH codes. - Saahil Ognawala, Ana Petrovska, Kristian Beckers:
An Exploratory Survey of Hybrid Testing Techniques Involving Symbolic Execution and Fuzzing. - Erel Segal-Halevi, Avinatan Hassidim, Yonatan Aumann:
MUDA: A Truthful Multi-Unit Double-Auction Mechanism. - Johan Mazel, Richard Garnier, Kensuke Fukuda:
A comparison of web privacy protection techniques. - Thomas Zenkel, Ramon Sanabria, Florian Metze, Alex Waibel:
Subword and Crossword Units for CTC Acoustic Models. - Ignacio Rocco, Relja Arandjelovic, Josef Sivic:
End-to-end weakly-supervised semantic alignment. - Nir Ailon, Anup Bhattacharya, Ragesh Jaiswal:
Approximate Correlation Clustering Using Same-Cluster Queries. - Cynthia Rush, Ramji Venkataramanan:
The Error Probability of Sparse Superposition Codes with Approximate Message Passing Decoding. - Christoph Wernhard:
Heinrich Behmann's Contributions to Second-Order Quantifier Elimination from the View of Computational Logic. - Manuel Chica, Raymond Chiong, José J. Ramasco, Hussein A. Abbass:
Effects of update rules on networked N-player trust game dynamics. - Ioana Suciu, Xavier Vilajosana, Ferran Adelantado:
An Analysis of Packet Fragmentation Impact in LPWAN. - Karni Gilon, Felicia Y. Ng, Joel Chan, Hila Lifshitz-Assaf, Aniket Kittur, Dafna Shahaf:
Analogy Mining for Specific Design Needs. - Mathilde Bourjot, Regis Perrier, Jean-François Mainguet:
Comparison of fingerprint authentication algorithms for small imaging sensors. - Lorenzo Galati-Giordano, Luca Campanalonga, David López-Pérez, Adrian García-Rodríguez, Giovanni Geraci, Paolo Baracca, Maurizio Magarini:
Uplink Sounding Reference Signal Coordination to Combat Pilot Contamination in 5G Massive MIMO. - Jie Lyu, Zejian Yuan, Dapeng Chen:
Learning Fixation Point Strategy for Object Detection and Classification. - Ludmila I. Kuncheva, Paria Yousefi, Iain A. D. Gunn:
On the Evaluation of Video Keyframe Summaries using User Ground Truth. - Jan Bessai, Tzu-Chun Chen, Andrej Dudenhefner, Boris Düdder, Ugo de'Liguoro, Jakob Rehof:
Mixin Composition Synthesis based on Intersection Types. - Carlos Galindo, Fernando Hernando, Ryutaroh Matsumoto:
Quasi-Cyclic Constructions of Quantum Codes. - Ayan Kumar Bhunia, Partha Pratim Roy, Akash Mohta, Umapada Pal:
Cross-language Framework for Word Recognition and Spotting of Indic Scripts. - Asha Anoosheh, Eirikur Agustsson, Radu Timofte, Luc Van Gool:
ComboGAN: Unrestrained Scalability for Image Domain Translation. - Iain A. D. Gunn, Ludmila I. Kuncheva, Paria Yousefi:
Bipartite Graph Matching for Keyframe Summary Evaluation. - Rafael Crescenzi, Marcelo Fernández, Federico A. Garcia Calabria, Pablo Albani, Diego Tauziet, Adriana Baravalle, Andrés Sebastián D'Ambrosio:
A Production Oriented Approach for Vandalism Detection in Wikidata - The Buffaloberry Vandalism Detector at WSDM Cup 2017. - Alexey Grigorev:
Large-Scale Vandalism Detection with Linear Classifiers - The Conkerberry Vandalism Detector at WSDM Cup 2017. - Tomoya Yamazaki, Mei Sasaki, Naoya Murakami, Takuya Makabe, Hiroki Iwasawa:
Ensemble Models for Detecting Wikidata Vandalism with Stacking - Team Honeyberry Vandalism Detector at WSDM Cup 2017. - Qi Zhu, Hongwei Ng, Liyuan Liu, Ziwei Ji, Bingjie Jiang, Jiaming Shen, Huan Gui:
Wikidata Vandalism Detection - The Loganberry Vandalism Detector at WSDM Cup 2017. - Romain Laroche, Paul Trichelair:
Safe Policy Improvement with Baseline Bootstrapping. - Yixing Huang, Oliver Taubmann, Xiaolin Huang, Viktor Haase, Guenter Lauritsch, Andreas K. Maier:
Scale-Space Anisotropic Total Variation for Limited Angle Tomography. - Renato Fabbri:
An anthropological account of the Vim text editor: features and tweaks after 10 years of usage. - Usman Khalid, Antonio Mastrandrea, Mauro Olivieri:
Effect of NBTI/PBTI Aging and Process Variations on Write Failures in MOSFET and FinFET Flip-Flops. - Boris Chidlovskii:
Mining Smart Card Data for Travelers' Mini Activities. - Ming-ming Liu, Minqing Zhang, Jia Liu, Ying-Nan Zhang, Yan Ke:
Coverless Information Hiding Based on Generative adversarial networks. - Arvin Rasoulzadeh, Georg Nawratil:
Linear Pentapods with a Simple Singularity Variety. - Michelle Hatch Hummel, Bihua Yu, Carlos Simmerling, Evangelos A. Coutsias:
Laguerre-Intersection Method for Implicit Solvation. - Vadim Zaliva:
Constructing an orthonormal set of eigenvectors for DFT matrix using Gramians and determinants. - Hanan Aldarmaki, Mahesh Mohan, Mona T. Diab:
Unsupervised Word Mapping Using Structural Similarities in Monolingual Embeddings. - Tiphaine Viard, Clémence Magnien, Matthieu Latapy:
Enumerating maximal cliques in link streams with durations. - Víctor Martínez, Fernando Berzal, Juan C. Cubero:
An Automorphic Distance Metric and its Application to Node Embedding for Role Mining. - Jianbo Ye:
A Faster Drop-in Implementation for Leaf-wise Exact Greedy Induction of Decision Tree Using Pre-sorted Deque. - Maryam Zare, Shaurya Rohatgi:
DeepNorm-A Deep Learning Approach to Text Normalization. - Jaroslaw Byrka, Aravind Srinivasan:
Approximation algorithms for stochastic and risk-averse optimization. - Ronan Fablet, Said Ouala, Cédric Herzet:
Bilinear residual Neural Network for the identification and forecasting of dynamical systems. - Rasoul Kaljahi, Jennifer Foster:
Any-gram Kernels for Sentence Classification: A Sentiment Analysis Case Study. - Ardhendu Tripathy, Ye Wang, Prakash Ishwar:
Privacy-Preserving Adversarial Networks. - Mansour Sheikhan, Ehsan Hemmati:
PSO-Optimized Hopfield Neural Network-Based Multipath Routing for Mobile Ad-hoc Networks. - Yi-Peng Wei, Karim A. Banawan, Sennur Ulukus:
Cache-Aided Private Information Retrieval with Partially Known Uncoded Prefetching: Fundamental Limits. - Marzieh Haghighi, Simon K. Warfield, Sila Kurugol:
Automatic Renal Segmentation in DCE-MRI using Convolutional Neural Networks. - Mohamed Debashi, Paul Vickers:
Sonification of Network Traffic Flow for Monitoring and Situational Awareness. - Tomás Kociský, Jonathan Schwarz, Phil Blunsom, Chris Dyer, Karl Moritz Hermann, Gábor Melis, Edward Grefenstette:
The NarrativeQA Reading Comprehension Challenge. - Alfredo Braunstein, Anna Paola Muntoni:
The cavity approach for Steiner trees Packing problems. - Francesco Caravelli:
Asymptotic behavior of memristive circuits and combinatorial optimization. - Md. Sakir Hossain, Tetsuya Shimamura:
PAPR Reduction of OFDM Through Pilot Shifting. - Tovohery Hajatiana Randrianarisoa:
A Decoding Algorithm for Rank Metric Codes. - Biao He, Shihao Yan, Xiangyun Zhou, Hamid Jafarkhani:
Covert Wireless Communication with a Poisson Field of Interferers. - Rupayan Chakraborty, Climent Nadeu:
Joint model-based recognition and localization of overlapped acoustic events using a set of distributed small microphone arrays. - Daniele Bartoli, Alexander A. Davydov, Stefano Marcugini, Fernanda Pambianco:
Tables, bounds and graphics of short linear codes with covering radius 3 and codimension 4 and 5. - Serdar Kadioglu:
Column Generation for Interaction Coverage in Combinatorial Software Testing. - Samuel O. Somuyiwa, András György, Deniz Gündüz:
A Reinforcement-Learning Approach to Proactive Caching in Wireless Networks. - Márcia R. Cerioli, Cristina G. Fernandes, Renzo Gómez, Juan Gutiérrez, Paloma T. Lima:
Transversals of Longest Paths. - Nadine Rons:
Bibliometric Approximation of a Scientific Specialty by Combining Key Sources, Title Words, Authors and References. - Antonios Antoniadis, Carsten Fischer, Andreas Tönnis:
A Collection of Lower Bounds for Online Matching on the Line. - Yingbo Zhou, Caiming Xiong, Richard Socher:
Improving End-to-End Speech Recognition with Policy Learning. - Xiaoyong Yuan, Pan He, Qile Zhu, Rajendra Rana Bhat, Xiaolin Li:
Adversarial Examples: Attacks and Defenses for Deep Learning. - Yingbo Zhou, Caiming Xiong, Richard Socher:
Improved Regularization Techniques for End-to-End Speech Recognition. - Andrew Ilyas, Logan Engstrom, Anish Athalye, Jessy Lin:
Query-Efficient Black-box Adversarial Examples. - Sidney Marlon Lopes de Lima, Abel Guilhermino da Silva Filho, Wellington Pinheiro dos Santos:
Detection and classification of masses in mammographic images in a multi-kernel approach. - Kleomenis Katevas, Ilias Leontiadis, Martin Pielot, Joan Serrà:
Continual Prediction of Notification Attendance with Classical and Deep Network Approaches. - Thomas Colcombet, Daniela Petrisan:
Automata Minimization: a Functorial Approach. - Zhexiong Shang, Zhigang Shen:
Real-time 3D Reconstruction on Construction Site using Visual SLAM and UAV. - Hang Qi, Matthew Brown, David G. Lowe:
Learning with Imprinted Weights. - Hao Ye, Le Liang, Geoffrey Ye Li, Joonbeom Kim, Lu Lu, May Wu:
Machine Learning for Vehicular Networks. - Laurence Mailaender, Arkady Molev-Shteiman, Xiao-Feng Qi:
Direct Positioning with Channel Database Assistance. - Arkady Molev-Shteiman, Laurence Mailaender, Xiao-Feng Qi:
Distributed Massive MIMO Channel Estimation and Channel Database Assistance. - Yahia Shabara, C. Emre Koksal, Eylem Ekici:
Linear Block Coding for Efficient Beam Discovery in Millimeter Wave Communication Networks. - Tyler A. Spears, Brandon G. Jacques, Marc W. Howard, Per B. Sederberg:
Scale-invariant temporal history (SITH): optimal slicing of the past in an uncertain world. - Alex Levinshtein, Cheng Chang, Edmund Phung, Irina Kezele, Wenzhangzhi Guo, Parham Aarabi:
Real-time deep hair matting on mobile devices. - Dmitri S. Pavlichin, Jiantao Jiao, Tsachy Weissman:
Approximate Profile Maximum Likelihood. - Laura Luzzi, Roope Vehkalahti:
Algebraic lattice codes for linear fading channels. - Pierre H. Richemond, Brendan Maginnis:
On Wasserstein Reinforcement Learning and the Fokker-Planck equation. - Wei Shen, Yilu Guo, Yan Wang, Kai Zhao, Bo Wang, Alan L. Yuille:
Deep Regression Forests for Age Estimation. - Vitaly Feldman, Thomas Steinke:
Calibrating Noise to Variance in Adaptive Data Analysis. - Rajesh Bordawekar, Bortik Bandyopadhyay, Oded Shmueli:
Cognitive Database: A Step towards Endowing Relational Databases with Artificial Intelligence Capabilities. - Xiaowei Jia, Ankush Khandelwal, Anuj Karpatne, Vipin Kumar:
Discovery of Shifting Patterns in Sequence Classification. - Samuel Vogel, Peter Arnold:
Object-Orientation in Graph-Based Design Grammars. - Davor Davidovic, Diego Fabregat-Traver, Markus Höhnerbach, Edoardo Di Napoli:
Accelerating the computation of FLAPW methods on heterogeneous architectures. - Jean-Charles Faugère, Kelsey Horan, Delaram Kahrobaei, Marc Kaplan, Elham Kashefi, Ludovic Perret:
Fast Quantum Algorithm for Solving Multivariate Quadratic Equations. - Sangwoo Park, Lauri Bishop, Tara Post, Yuchen Xiao, Joel Stein, Matei T. Ciocarlie:
On the Feasibility of Wearable Exotendon Networks for Whole-Hand Movement Patterns in Stroke Patients. - Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji:
Towards Practical File Packetizations in Wireless Device-to-Device Caching Networks. - Ryan Gabrys, Frederic Sala:
Codes Correcting Two Deletions. - Dimitrios Loukrezis, Ulrich Römer, Herbert De Gersem:
Numerical Comparison of Leja and Clenshaw-Curtis Dimension-Adaptive Collocation for Stochastic Parametric Electromagnetic Field Problems. - Tom Kenter, Maarten de Rijke:
Attentive Memory Networks: Efficient Machine Reading for Conversational Search. - Yehezkel S. Resheff, Moni Shahar:
Fusing Multifaceted Transaction Data for User Modeling and Demographic Prediction. - Pushparaja Murugan:
Hyperparameters Optimization in Deep Convolutional Neural Network / Bayesian Approach with Gaussian Process Prior. - Dan Kushnir, Shirin Jalali, Iraj Saniee:
Linear Time Clustering for High Dimensional Mixtures of Gaussian Clouds. - Josh Alman, Virginia Vassilevska Williams:
Further limitations of the known approaches for matrix multiplication. - João Silvério, Yanlong Huang, Leonel Dario Rozo, Sylvain Calinon:
A Learning from Demonstration Approach fusing Torque Controllers. - Jianfu Zhang, Naiyan Wang, Liqing Zhang:
Multi-shot Pedestrian Re-identification via Sequential Decision Making. - Yaoqing Yang, Chen Feng, Yiru Shen, Dong Tian:
FoldingNet: Interpretable Unsupervised Learning on 3D Point Clouds. - Navaneeth Kamballur Kottayil, Giuseppe Valenzise, Frédéric Dufaux, Irene Cheng:
Blind High Dynamic Range Quality estimation by disentangling perceptual and noise features in images. - Andrew Owens, Jiajun Wu, Josh H. McDermott, William T. Freeman, Antonio Torralba:
Learning Sight from Sound: Ambient Sound Provides Supervision for Visual Learning. - Friederike Anna Dziemba:
Uniform Diagonalization Theorem for Complexity Classes of Promise Problems including Randomized and Quantum Classes. - (Withdrawn) LVreID: Person Re-Identification with Long Sequence Videos.
- Tianmin Shu, Caiming Xiong, Richard Socher:
Hierarchical and Interpretable Skill Acquisition in Multi-task Reinforcement Learning. - Huishuai Zhang, Caiming Xiong, James Bradbury, Richard Socher:
Block-diagonal Hessian-free Optimization for Training Neural Networks. - Saber Moradi, Sunil A. Bhave, Rajit Manohar:
Energy-efficient Hybrid CMOS-NEMS LIF Neuron Circuit in 28 nm CMOS Process. - Huimiao Chen, Hongcai Zhang, Zechun Hu, Yunyi Liang, Haocheng Luo, Yinhai Wang:
Plug-in Electric Vehicle Charging Congestion Analysis Using Taxi Travel Data in the Central Area of Beijing. - Xiangyu Kong, Bo Xin, Fangchen Liu, Yizhou Wang:
Revisiting the Master-Slave Architecture in Multi-Agent Deep Reinforcement Learning. - Nitish K. Panigrahy, Jian Li, Don Towsley:
Network Cache Design under Stationary Requests: Challenges, Algorithms and Experiments. - Filipe Rolim Cordeiro, Wellington Pinheiro dos Santos, Abel Guilhermino da Silva Filho:
Analysis of supervised and semi-supervised GrowCut applied to segmentation of masses in mammography images. - Litao Yu, Adam Jacobson, Michael Milford:
Rhythmic Representations: Learning Periodic Patterns for Scalable Place Recognition at a Sub-Linear Storage Cost. - Martin Schrimpf, Stephen Merity, James Bradbury, Richard Socher:
A Flexible Approach to Automated RNN Architecture Generation. - Huai-Qian Khor, John See:
Lost in Time: Temporal Analytics for Long-Term Video Surveillance. - Zichen Yang, Haifeng Liu, Deng Cai:
On the Diversity of Realistic Image Synthesis. - Yoann Dabrowski, Marie Kerjean:
Models of Linear Logic based on the Schwartz ε-product. - Jun Fang, Xingjian Li, Wen Cheng, Zhi Chen, Hongbin Li:
Intelligent Power Control for Spectrum Sharing: A Deep Reinforcement Learning Approach. - K. Ram Prabhakar, V. Sai Srikar, R. Venkatesh Babu:
DeepFuse: A Deep Unsupervised Approach for Exposure Fusion with Extreme Exposure Image Pairs. - Cristina David, Pascal Kesseli, Daniel Kroening:
Kayak: Safe Semantic Refactoring to Java Streams. - Eirik Keilegavlen, Alessio Fumagalli, Runar Berge, Ivar Stefansson:
Implementation of mixed-dimensional models for flow in fractured porous media. - Xianqiang Lv, Hao Zhu, Qing Wang:
Light Field Segmentation From Super-pixel Graph Representation. - Steve Tueno, Régine Laleau, Amel Mammar, Marc Frappier:
Formal Representation of SysML/KAOS Domain Model (Complete Version). - Daniele D'Angeli, Emanuele Rodaro, Jan Philipp Wächter:
Automaton Semigroups and Groups: on the Undecidability of Problems Related to Freeness and Finiteness. - Jonas Cleve, Wolfgang Mulzer:
Combinatorics of Beacon-based Routing in Three Dimensions. - Martin Wistuba:
Finding Competitive Network Architectures Within a Day Using UCT. - J. Ian Munro, Gonzalo Navarro, Yakov Nekrich:
Text Indexing and Searching in Sublinear Time. - Bayram Cevdet Akdeniz, Nafi Ahmet Turgut, H. Birkan Yilmaz, Chan-Byoung Chae, Tuna Tugcu, Ali Emre Pusane:
Molecular Signal Modeling of a Partially Counting Absorbing Spherical Receiver. - Richard Gerum, Sebastian Richter, Alexander Winterl, Ben Fabry, Daniel P. Zitterbart:
CameraTransform: a Scientific Python Package for Perspective Camera Corrections. - Sergiy S. Kolesnikov, Norbert Siegmund, Christian Kästner, Sven Apel:
On the Relation of External and Internal Feature Interactions: A Case Study. - Mahmoud Abo Khamis, Hung Q. Ngo, Dan Olteanu, Dan Suciu:
Boolean Tensor Decomposition for Conjunctive Queries with Negation. - Michael A. Bukatin, Jon Anthony:
Dataflow Matrix Machines and V-values: a Bridge between Programs and Neural Nets. - Peter Ertl, Richard Lewis, Eric J. Martin, Valery R. Polyakov:
In silico generation of novel, drug-like chemical matter using the LSTM neural network. - Tobias Fromm:
Self-Supervised Damage-Avoiding Manipulation Strategy Optimization via Mental Simulation. - H. Paul Keeler, Benedikt Jahnel, Oliver Maye, Marcin Brzozowski, Daniel Aschenbach:
Disruptive events in high-density cellular networks. - Zijun Wu, Rolf H. Möhring, Yanyan Chen:
Selfishness need not be bad. - Tianshui Chen, Zhouxia Wang, Guanbin Li, Liang Lin:
Recurrent Attentional Reinforcement Learning for Multi-label Image Recognition. - Vladislav Golyanik, Torben Fetzer, Didier Stricker:
Accurate 3D Reconstruction of Dynamic Scenes from Monocular Image Sequences with Severe Occlusions. - Vadim Popov, Mikhail A. Kudinov, Irina Piontkovskaya, Petr Vytovtov, Alex Nevidomsky:
Differentially Private Distributed Learning for Language Modeling Tasks. - Johann A. Makowsky:
Can one design a geometry engine? On the (un)decidability of affine Euclidean geometries. - Alexandre Santiago de Abreu, Luís Felipe I. Cunha, Tharso D. Fernandes, Celina M. H. de Figueiredo, Luis Antonio Brasil Kowada, Franklin L. Marquezino, Daniel Posner, Renato Portugal:
The graph tessellation cover number: extremal bounds, efficient algorithms and hardness. - Oleg Stelia, Leonid Potapenko, Ihor Sirenko:
On the one method of a third-degree bezier type spline curve construction. - Sebastian Sudholt, Gernot A. Fink:
Attribute CNNs for Word Spotting in Handwritten Documents. - Yang Nan, Gianmarc Coppola, Qiaokang Liang, Kunlin Zou, Wei Sun, Dan Zhang, Yaonan Wang, Guanzhen Yu:
Partial Labeled Gastric Tumor Segmentation via patch-based Reiterative Learning. - Tianshui Chen, Liang Lin, Wangmeng Zuo, Xiaonan Luo, Lei Zhang:
Learning a Wavelet-like Auto-Encoder to Accelerate Deep Neural Networks. - Wenjie Zheng, Aurélien Bellet, Patrick Gallinari:
A Distributed Frank-Wolfe Framework for Learning Low-Rank Matrices with the Trace Norm. - Daniel Stefankovic, Eric Vigoda, John Wilmes:
On Counting Perfect Matchings in General Graphs. - Thach V. Bui, Minoru Kuribayashi, Mahdi Cheraghchi, Isao Echizen:
Efficiently Decodable Non-Adaptive Threshold Group Testing. - Paolo Baldan, Filippo Bonchi, Henning Kerstan, Barbara König:
Coalgebraic Behavioral Metrics. - Anil Kumar Singh, Akhilesh Sudhakar:
Ethical Questions in NLP Research: The (Mis)-Use of Forensic Linguistics. - Ayush Singhal, Pradeep Sinha, Rakesh Pant:
Use of Deep Learning in Modern Recommendation System: A Summary of Recent Works. - Sayan Nag:
Image Registration Techniques: A Survey. - Jiancao Hou, Sandeep Narayanan, Na Yi, Yi Ma, Mohammad Shikh-Bahaei:
Symbol-Level Selective Full-Duplex Relaying with Power and Location Optimization. - Marko Tanaskovic, Lorenzo Fagiano, Vojislav Gligorovski:
Adaptive model predictive control for constrained, linear time varying systems. - Ik Soo Lim, Peter Wittek:
Anchored Network Users: Stochastic Evolutionary Dynamics of Cognitive Radio Network Selection. - Robin C. Geyer, Tassilo Klein, Moin Nabi:
Differentially Private Federated Learning: A Client Level Perspective. - Ioannis Papaioannou, Amanda Cercas Curry, Jose L. Part, Igor Shalyminov, Xinnuo Xu, Yanchao Yu, Ondrej Dusek, Verena Rieser, Oliver Lemon:
An Ensemble Model with Ranking for Social Dialogue. - Katharina Klost, Wolfgang Mulzer:
Recognizing Generalized Transmission Graphs of Line Segments and Circular Sectors. - Oguzhan Ersoy, Zhijie Ren, Zekeriya Erkin, Reginald L. Lagendijk:
Information Propagation on Permissionless Blockchains. - Ching-Yao Chuang, Jiaman Li, Antonio Torralba, Sanja Fidler:
Learning to Act Properly: Predicting and Explaining Affordances from Images. - Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu:
Optimal Discrete Spatial Compression for Beamspace Massive MIMO Signals. - Mehran Alidoost Nia, Eduard Babulak, Benjamin Fabian, Reza Ebrahimi Atani:
An Analytical Perspective to Traffic Engineering in Anonymous Communication Systems. - Valeria Villani, Lorenzo Sabattini, Julia N. Czerniak, Alexander Mertens, Cesare Fantuzzi:
MATE robots simplifying my work: benefits and socio-ethical implications. - Qiuhua Huang, Vijay Vittal:
Advanced EMT and Phasor-Domain Hybrid Simulation with Simulation Mode Switching Capability for Transmission and Distribution Systems. - Sofie Haesaert, Sadegh Esmaeil Zadeh Soudjani, Alessandro Abate:
Temporal logic control of general Markov decision processes by approximate policy refinement. - Nitish Shirish Keskar, Richard Socher:
Improving Generalization Performance by Switching from Adam to SGD. - Daniel DeTone, Tomasz Malisiewicz, Andrew Rabinovich:
SuperPoint: Self-Supervised Interest Point Detection and Description. - Yuri G. Gordienko, Peng Gang, Jiang Hui, Wei Zeng, Yuriy Kochura, Oleg Alienin, Oleksandr Rokovyi, Sergii G. Stirenko:
Deep Learning with Lung Segmentation and Bone Shadow Exclusion Techniques for Chest X-Ray Analysis of Lung Cancer. - R. Lily Hu, Jeremy Karnowski, Ross Fadely, Jean-Patrick Pommier:
Image Segmentation to Distinguish Between Overlapping Human Chromosomes. - Fereshteh Sadeghi, Alexander Toshev, Eric Jang, Sergey Levine:
Sim2Real View Invariant Visual Servoing by Recurrent Control. - Justin E. Doak, Joe B. Ingram, Sam A. Mulder, John H. Naegle, Jonathan A. Cox, James B. Aimone, Kevin R. Dixon, Conrad D. James, David R. Follett:
Tracking Cyber Adversaries with Adaptive Indicators of Compromise. - Reza Hooshmand, Masoumeh Koochak Shooshtari, Mohammad Reza Aref:
PKC-PC: A Variant of the McEliece Public Key Cryptosystem based on Polar Codes. - Vladimir Marochko, Leonard Johard, Manuel Mazzara, Luca Longo:
Pseudorehearsal in actor-critic agents with neural network function approximation. - Guangyuan Piao, John G. Breslin:
Inferring User Interests in Microblogging Social Networks: A Survey. - Somnath Chakrabarti, Brandon Baker, Mona Vij:
Intel SGX Enabled Key Manager Service with OpenStack Barbican. - Yuankai Huo, Zhoubing Xu, Shunxing Bao, Albert Assad, Richard G. Abramson, Bennett A. Landman:
Adversarial Synthesis Learning Enables Segmentation Without Target Modality Ground Truth. - Marco Canini, Iosif Salem, Liron Schiff, Elad Michael Schiller, Stefan Schmid:
Renaissance: Self-Stabilizing Distributed SDN Control Plane. - Ester Livshits, Benny Kimelfeld, Sudeepa Roy:
Computing Optimal Repairs for Functional Dependencies. - Tao Ding, Cheng Zhang, Maarten Bos:
Causal Feature Selection for Individual Characteristics Prediction. - Kai Shu, Suhang Wang, Huan Liu:
Exploiting Tri-Relationship for Fake News Detection. - Mario Coccia:
A New Classification of Technologies. - Oytun Ulutan, Benjamin S. Riggan, Nasser M. Nasrabadi, B. S. Manjunath:
An Order Preserving Bilinear Model for Person Detection in Multi-Modal Data. - Ramesh Baral, Tao Li:
PERS: A Personalized and Explainable POI Recommender System. - Ding Liu, Bowen Cheng, Zhangyang Wang, Haichao Zhang, Thomas S. Huang:
Enhance Visual Recognition under Adverse Conditions via Deep Networks. - Ahmad AlAmmouri, Jeffrey G. Andrews, François Baccelli:
A Unified Asymptotic Analysis of Area Spectral Efficiency in Ultradense Cellular Networks. - Adam Brown, Bei Wang:
Sheaf-Theoretic Stratification Learning. - Guillem Cañizares, Boris Bellalta:
Improving User's Experience through Simultaneous Multi-WLAN Connections. - Ibbad Hafeez, Aaron Yi Ding, Sasu Tarkoma:
Securing Edge Networks with Securebox. - Deepan Muthirayan, Dileep M. Kalathil, Kameshwar Poolla, Pravin Varaiya:
Mechanism Design for Demand Response Programs. - Sahisnu Mazumder, Bing Liu:
Context-aware Path Ranking for Knowledge Base Completion. - (Withdrawn) Towards an unanimous international regulatory body for responsible use of Artificial Intelligence [UIRB-AI].
- Kevin K. Chang, Donghyuk Lee, Zeshan Chishti, Alaa R. Alameldeen, Chris Wilkerson, Yoongu Kim, Onur Mutlu:
Improving DRAM Performance by Parallelizing Refreshes with Accesses. - Mladen Kovacevic, Carol Wang, Vincent Y. F. Tan:
Error-Free Communication Over State-Dependent Channels with Variable-Length Feedback. - Mingze Xu, David J. Crandall, Geoffrey C. Fox, John Paden:
Automatic Estimation of Ice Bottom Surfaces from Radar Imagery. - Vyacheslav Dubeyko, Cyril Guyot, Luis Cargnini, Adam Manzanares:
POSIX-based Operating System in the environment of NVM/SCM memory. - Seonmo Kim, Stephen McCamant:
Bit-Vector Model Counting using Statistical Estimation. - Haofeng Li, Guanbin Li, Liang Lin, Yizhou Yu:
Context-Aware Semantic Inpainting. - Zheng Hui Ernest Tan, A. S. Madhukumar, Rajendra Prasad Sirigina, Anoop Kumar Krishna:
On the Outage Analysis and Finite SNR Diversity-Multiplexing Tradeoff of Hybrid-Duplex Systems for Aeronautical Communications. - Reza Dastbasteh, Seyed Hamed Mousavi, Taher Abualrub, Nuh Aydin, Javad Haghighat:
Skew cyclic codes over Fp+uFp. - Dejiao Zhang, Yifan Sun, Brian Eriksson, Laura Balzano:
Deep Unsupervised Clustering Using Mixture of Autoencoders. - Abolfazl Lavaei, Sadegh Esmaeil Zadeh Soudjani, Majid Zamani:
From Dissipativity Theory to Compositional Construction of Finite Markov Decision Processes. - Roger T. Dean, Hazel Smith:
The Character Thinks Ahead: creative writing with deep learning nets and its stylistic assessment. - Avinash V. Varadarajan, Ryan Poplin, Katy Blumer, Christof Angermüller, Joe Ledsam, Reena Chopra, Pearse A. Keane, Greg Corrado, Lily Peng, Dale R. Webster:
Deep learning for predicting refractive error from retinal fundus images. - Roger T. Dean, Jamie Forth:
Towards a Deep Improviser: a prototype deep learning post-tonal free music generator. - Yuan Yuan, Wolfgang Banzhaf:
ARJA: Automated Repair of Java Programs via Multi-Objective Genetic Programming. - Qixue Xiao, Kang Li, Deyue Zhang, Yier Jin:
Wolf in Sheep's Clothing - The Downscaling Attack Against Deep Learning Applications. - Zhao Li, Fengjuan Guo, Kang G. Shin, Yinghou Liu, Jia Liu:
Interference Steering to Manage Interference. - Yingxiang Sun, Jiajia Chen, Chau Yuen, Susanto Rahardja:
Indoor Sound Source Localization with Probabilistic Neural Network. - Mohammad Shahrad, Arsalan Mosenia, Liwei Song, Mung Chiang, David Wentzlaff, Prateek Mittal:
Acoustic Denial of Service Attacks on HDDs. - Haebeom Lee, Juho Lee, Eunho Yang, Sung Ju Hwang:
DropMax: Adaptive Stochastic Softmax. - Xiaoqiang Lu, Binqiang Wang, Xiangtao Zheng, Xuelong Li:
Exploring Models and Data for Remote Sensing Image Caption Generation. - David Severin Ryberg, Martin Robinius, Detlef Stolten:
Methodological Framework for Determining the Land Eligibility of Renewable Energy Sources. - Ang Li, Christos Masouros:
Interference Exploitation Precoding Made Practical: Closed-Form Solutions with Optimal Performance. - Gauvain Devillez, Pierre Hauweele, Hadrien Mélot:
PHOEG Helps Obtaining Extremal Graphs. - Bernhard C. Geiger, Tobias Koch:
On the Information Dimension of Multivariate Gaussian Processes. - Nofar Carmeli, Markus Kröll:
Enumeration Complexity of Conjunctive Queries with Functional Dependencies. - Francis Tom, Debdoot Sheet:
Simulating Patho-realistic Ultrasound Images using Deep Generative Networks with Adversarial Learning. - Manuel Costa, Lawrence Esswood, Olga Ohrimenko, Felix Schuster, Sameer Wagh:
The Pyramid Scheme: Oblivious RAM for Trusted Processors. - Sagie Benaim, Tomer Galanti, Lior Wolf:
Maximally Distant Cross Domain Generators for Estimating Per-Sample Error. - Soma Suzuki:
Multiagent-based Participatory Urban Simulation through Inverse Reinforcement Learning. - Zhang-Wei Hong, Shih-Yang Su, Tzu-Yun Shann, Yi-Hsiang Chang, Chun-Yi Lee:
A Deep Policy Inference Q-Network for Multi-Agent Systems. - Mario Lezcano Casado, Atilim Gunes Baydin, David Martínez-Rubio, Tuan Anh Le, Frank D. Wood, Lukas Heinrich, Gilles Louppe, Kyle Cranmer, Karen Ng, Wahid Bhimji, Prabhat:
Improvements to Inference Compilation for Probabilistic Programming in Large-Scale Scientific Simulators. - Ferdinando Cicalese, Luisa Gargano, Ugo Vaccaro:
Bounds on the Entropy of a Function of a Random Variable and their Applications. - Aljosa Osep, Wolfgang Mehner, Paul Voigtlaender, Bastian Leibe:
Track, then Decide: Category-Agnostic Vision-based Multi-Object Tracking. - Vincent Christlein, Andreas K. Maier:
Encoding CNN Activations for Writer Recognition. - Philipp Hacker, Emil Wiedemann:
A continuous framework for fairness. - Alexandre Sedoglavic:
A non-commutative algorithm for multiplying (7×7) matrices using 250 multiplications. - Jie Zhang, Richard Heusdens, Richard C. Hendriks:
Rate-Distributed Spatial Filtering Based Noise Reduction in Wireless Acoustic Sensor Networks. - Lov Kumar, Ashish Sureka:
A Comparative Study of Different Source Code Metrics and Machine Learning Algorithms for Predicting Change Proneness of Object Oriented Systems. - Olivier Finkel:
Wadge Degrees of ω-Languages of Petri Nets. - Ming Zhu, Xiao-Yang Liu, Xiaodong Wang:
Joint Transportation and Charging Scheduling in Public Vehicle Systems - A Game Theoretic Approach. - Fabien Baradel, Christian Wolf, Julien Mille:
Human Action Recognition: Pose-based Attention draws focus to Hands. - Dattaraj J. Rao, Shruti Mittal, S. Ritika:
Siamese Neural Networks for One-shot detection of Railway Track Switches. - Hamid Foroughi, Benjamin W. Schafer:
Simulation of conventional cold-formed steel sections formed from Advanced High Strength Steel (AHSS). - Kevin Eykholt, Ivan Evtimov, Earlence Fernandes, Bo Li, Dawn Song, Tadayoshi Kohno, Amir Rahmati, Atul Prakash, Florian Tramèr:
Note on Attacking Object Detectors with Adversarial Stickers. - Libo Wang, Baofeng Wu:
A general construction of permutation polynomials of the form (x2m+x+δ)i(2m-1)+1+x over F22m. - Vasileios Lampos:
Assessing public health interventions using Web content. - Hannah Bast, Björn Buchhold, Elmar Haussmann:
Overview of the Triple Scoring Task at the WSDM Cup 2017. - Chaoyun Zhang, Paul Patras:
Long-Term Mobile Traffic Forecasting Using Deep Spatio-Temporal Neural Networks. - Viral Parekh, Pin Sym Foong, Shengdong Zhao, Ramanathan Subramanian:
AVEID: Automatic Video System for Measuring Engagement In Dementia. - Ksenia Konyushkova, Jasper R. R. Uijlings, Christoph H. Lampert, Vittorio Ferrari:
Learning Intelligent Dialogs for Bounding Box Annotation. - Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis:
Multiview Deep Learning for Predicting Twitter Users' Location. - Jordi de La Torre, Aïda Valls, Domenec Puig:
A Deep Learning Interpretable Classifier for Diabetic Retinopathy Disease Grading. - Nujoom Sageer Karat, Anoop Thomas, B. Sundar Rajan:
Optimal Error Correcting Delivery Scheme for Coded Caching with Symmetric Batch Prefetching. - Saurabh Gupta, David F. Fouhey, Sergey Levine, Jitendra Malik:
Unifying Map and Landmark Based Representations for Visual Navigation. - Praveen Tammana, Chandra Nagarajan, Pavan Mamillapalli, Ramana Rao Kompella, Myungjin Lee:
Fault Localization in Large-Scale Network Policy Deployment. - Aleksander Madry, Slobodan Mitrovic, Ludwig Schmidt:
A Fast Algorithm for Separated Sparsity via Perturbed Lagrangians. - Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar:
A Deep Reinforcement Learning-Based Framework for Content Caching. - Markus Fröhle, Christopher Lindberg, Karl Granström, Henk Wymeersch:
Multisensor Poisson Multi-Bernoulli Filtering with Uncertain Sensor States. - Andrea Lincoln, Virginia Vassilevska Williams, R. Ryan Williams:
Tight Hardness for Shortest Cycles and Paths in Sparse Graphs. - Anna Leontjeva, Ilya Kuzovkin:
Combining Static and Dynamic Features for Multivariate Sequence Classification. - Weiming Xiang, Hoang-Dung Tran, Taylor T. Johnson:
Reachable Set Computation and Safety Verification for Neural Networks with ReLU Activations. - Boris Chidlovskii:
Multi-task learning of time series and its application to the travel demand. - Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet:
Adjacency and Tensor Representation in General Hypergraphs Part 1: e-adjacency Tensor Uniformisation Using Homogeneous Polynomials. - Amy LaViers, Catie Cuan, Madison Heimerdinger, Umer Huzaifa, Catherine Maguire, Reika McNish, Alexandra Q. Nilles, Ishaan Pakrasi, Karen Bradley, Kim Brooks Mata, Novoneel Chakraborty, Ilya Vidrin, Alexander Zurawski:
Choreographic and Somatic Approaches for the Development of Expressive Robotic Systems. - Liat Peterfreund, Balder ten Cate, Ronald Fagin, Benny Kimelfeld:
Recursive Programs for Document Spanners. - Paulo Ricardo Branco da Silva, Danilo Silva:
Multilevel LDPC Lattices with Efficient Encoding and Decoding and a Generalization of Construction D'. - Iosif Salem, Elad Michael Schiller:
Practically-Self-Stabilizing Vector Clocks in the Absence of Execution Fairness. - Hareesh Bahuleyan, Lili Mou, Olga Vechtomova, Pascal Poupart:
Variational Attention for Sequence-to-Sequence Models. - Bowen Yi, Romeo Ortega, Weidong Zhang:
On State Observers for Nonlinear Systems: A New Design and a Unifying Framework. - Stéphane Delbruel, Nicolas J. Small, Danny Hughes:
FLIP: Federation support for Long range low power Internet of things Protocols. - Sadegh Farhang, Aron Laszka, Jens Grossklags:
An Economic Study of the Effect of Android Platform Fragmentation on Security Updates. - Matthew R. Kirchner, Gary A. Hewer, Jérôme Darbon, Stanley J. Osher:
A Primal-Dual Method for Optimal Control and Trajectory Generation in High-Dimensional Systems. - Klaus Röbenack, Rick Voßwinkel, Hendrik Richter:
Automatic Generation of Bounds for Polynomial Systems with Application to the Lorenz System. - Albin Severinson, Alexandre Graell i Amat, Eirik Rosnes:
Block-Diagonal and LT Codes for Distributed Computing With Straggling Servers. - Tali Dekel, Chuang Gan, Dilip Krishnan, Ce Liu, William T. Freeman:
Smart, Sparse Contours to Represent and Edit Images. - Chelsea Barabas, Karthik Dinakar, Joichi Ito, Madars Virza, Jonathan Zittrain:
Interventions over Predictions: Reframing the Ethical Debate for Actuarial Risk Assessment. - Marco M. Nicotra, Tam Willy Nguyen, Emanuele Garone, Ilya V. Kolmanovsky:
Explicit Reference Governor for the Constrained Control of Time-Delayed Linear Systems. - Carl Yang, Mengxiong Liu, Zongyi Wang, Liyuan Liu, Jiawei Han:
Graph Clustering with Dynamic Embedding. - Jiefeng Chen, Zihang Meng, Changtian Sun, Wei Tang, Yinglun Zhu:
ReabsNet: Detecting and Revising Adversarial Examples. - Mohammad Reza Bonyadi, Viktor Vegh, David C. Reutens:
Linear centralization classifier. - Siqi Yang, Arnold Wiliem, Shaokang Chen, Brian C. Lovell:
Using LIP to Gloss Over Faces in Single-Stage Face Detection Networks. - Saurabh Kumar, Pararth Shah, Dilek Hakkani-Tür, Larry P. Heck:
Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning. - Heyi Li, Klaus Mueller, Xin Chen:
Beyond saliency: understanding convolutional neural networks from saliency prediction on layer-wise relevance propagation. - Shu Kong, Charless C. Fowlkes:
Recurrent Pixel Embedding for Instance Grouping. - Francesca Parise, Asuman E. Ozdaglar:
A variational inequality framework for network games: Existence, uniqueness, convergence and sensitivity analysis. - Zhengshuo Li, Qinglai Guo, Hongbin Sun, Jianhui Wang, Tong Xu:
A Response-Function-Based Coordination Method for Transmission-Distribution-Coupled AC OPF. - Fanyang Meng, Hong Liu, Yongsheng Liang, Wei Liu, Jihong Pei:
A Bidirectional Adaptive Bandwidth Mean Shift Strategy for Clustering. - Ciprian Amariei, Paul Diac, Emanuel Onica:
Grand Challenge: Optimized Stage Processing for Anomaly Detection on Numerical Data Streams. - Kui Zhao, Yuechuan Li, Zhaoqian Shuai, Cheng Yang:
Joint IDs Embedding and its Applications in E-commerce. - Gopal Sharma, Rishabh Goyal, Difan Liu, Evangelos Kalogerakis, Subhransu Maji:
CSGNet: Neural Shape Parser for Constructive Solid Geometry. - Vivek Kulkarni, William Yang Wang:
TFW, DamnGina, Juvie, and Hotsie-Totsie: On the Linguistic and Social Aspects of Internet Slang. - James Sunthonlap, Phuoc Nguyen, Zilong Ye:
Intelligent Device Discovery in the Internet of Things - Enabling the Robot Society. - Yanning Zhou, Qi Dou, Hao Chen, Jing Qin, Pheng-Ann Heng:
SFCN-OPI: Detection and Fine-grained Classification of Nuclei Using Sibling FCN with Objectness Prior Interaction. - Shun Kiyono, Sho Takase, Jun Suzuki, Naoaki Okazaki, Kentaro Inui, Masaaki Nagata:
Source-side Prediction for Neural Headline Generation. - Kevin K. Chang:
Understanding and Improving the Latency of DRAM-Based Memory Systems. - Aditi Roy, Tzipora Halevi, Nasir D. Memon:
An HMM-based Multi-sensor Approach for Continuous Mobile Authentication. - Aditi Roy, Tzipora Halevi, Nasir D. Memon:
An HMM-based behavior modeling approach for continuous mobile authentication. - Ankush Das, Jan Hoffmann, Frank Pfenning:
Work Analysis with Resource-Aware Session Types. - (Withdrawn) Benchmarking Decoupled Neural Interfaces with Synthetic Gradients.
- Xu Liu, Lili Zhao, Dajun Ding, Yajiao Dong:
Deep Hashing with Category Mask for Fast Video Retrieval. - Kushagra Rastogi, Navreet Saini:
Virtual Sensor Modelling using Neural Networks with Coefficient-based Adaptive Weights and Biases Search Algorithm for Diesel Engines. - Katarzyna Bozek, Laetitia Hebert, Alexander S. Mikheyev, Greg J. Stephens:
Towards dense object tracking in a 2D honeybee hive. - Per Lenberg, Robert Feldt, Lars Göran Wallgren Tengberg, Inga Tidefors, Daniel Graziotin:
Behavioral software engineering - guidelines for qualitative studies. - Michael Borkowski, Walid Fdhila, Matteo Nardelli, Stefanie Rinderle-Ma, Stefan Schulte:
Event-based Failure Prediction in Distributed Business Processes. - Timo Kehrer, Alice Miller:
Proceedings Third Workshop on Graphs as Models, GaM@ETAPS 2017, Uppsala, Sweden, 23rd April 2017. EPTCS 263, 2017 [contents] - Chong Sun, Jiongyan Zhang, Cong Liu, Barry Chew Bao King, Yuwei Zhang, Matthew Galle, Maria Spichkova:
Towards Software Development For Social Robotics Systems. - Leon Derczynski, Matthew Rowe:
Tracking the Diffusion of Named Entities. - Valentin Zmiycharov, Dimitar Alexandrov, Preslav Nakov, Ivan Koychev, Yasen Kiprov:
Finding People's Professions and Nationalities Using Distant Supervision - The FMI@SU "goosefoot" team at the WSDM Cup 2017 Triple Scoring Task. - Masahiro Sato:
Predicting Triple Scoring with Crowdsourcing-specific Features - The fiddlehead Triple Scorer at WSDM Cup 2017. - Edgard Marx, Tommaso Soru, André Valdestilhas:
Triple Scoring Using a Hybrid Fact Validation Approach - The Catsear Triple Scorer at WSDM Cup 2017. - Vibhor Kanojia, Riku Togashi, Hideyuki Maeda:
Relevance Score of Triplets Using Knowledge Graph Embedding - The Pigweed Triple Scorer at WSDM Cup 2017. - Faegheh Hasibi, Darío Garigliotti, Shuo Zhang, Krisztian Balog:
Supervised Ranking of Triples for Type-Like Relations - The Cress Triple Scorer at the WSDM Cup 2017. - Frank Dorssers, Arjen P. de Vries, Wouter Alink, Roberto Cornacchia:
Ranking Triples using Entity Links in a Large Web Crawl - The Chicory Triple Scorer at WSDM Cup 2017. - Boyang Ding, Quan Wang, Bin Wang:
Leveraging Text and Knowledge Bases for Triple Scoring: An Ensemble Approach - The BOKCHOY Triple Scorer at WSDM Cup 2017. - Liang-Wei Chen, Bhargav Mangipudi, Jayachandu Bandlamudi, Richa Sehgal, Yun Hao, Meng Jiang, Huan Gui:
Integrating Knowledge from Latent and Explicit Features for Triple Scoring - Team Radicchio's Triple Scorer at WSDM Cup 2017. - Yael Brumer, Bracha Shapira, Lior Rokach, Oren Barkan:
Predicting Relevance Scores for Triples from Type-Like Relations using Neural Embedding - The Cabbage Triple Scorer at WSDM Cup 2017. - Esraa Ali, Annalina Caputo, Séamus Lawless:
Triple Scoring Using Paragraph Vector - The Gailan Triple Scorer at WSDM Cup 2017. - Matthew Johnson, Giacomo Paesani, Daniël Paulusma:
Connected Vertex Cover for (sP1+P5)-Free Graphs. - Jan Chorowski, Ron J. Weiss, Rif A. Saurous, Samy Bengio:
On Using Backpropagation for Speech Texture Generation and Voice Conversion. - Line Kühnel, Alexis Arnaudon, Stefan Sommer:
Differential geometry and stochastic dynamics with deep learning numerics. - Christian Mayer, Ruben Mayer, Muhammad Adnan Tariq, Heiko Geppert, Larissa Laich, Lukas Rieger, Kurt Rothermel:
ADWISE: Adaptive Window-based Streaming Edge Partitioning for High-Speed Graph Processing. - Lin Feng, Sheng-lan Liu, Jianing Yao:
Music Genre Classification with Paralleling Recurrent Convolutional Neural Network. - Minki Kim, Bernard Lidický, Tomás Masarík, Florian Pfender:
Notes on complexity of packing coloring. - Achim Blumensath, Viktor Winschel:
A Compositional Coalgebraic Semantics of Strategic Games. - Xuan Li, Kunfeng Wang, Yonglin Tian, Lan Yan, Fei-Yue Wang:
The ParallelEye Dataset: Constructing Large-Scale Artificial Scenes for Traffic Vision Research. - Nils Bore, Johan Ekekrantz, Patric Jensfelt, John Folkesson:
Detection and Tracking of General Movable Objects in Large 3D Maps. - Laura Sevilla-Lara, Yiyi Liao, Fatma Güney, Varun Jampani, Andreas Geiger, Michael J. Black:
On the Integration of Optical Flow and Action Recognition. - Erik B. Dam:
Simple Methods for Scanner Drift Normalization Validated for Automatic Segmentation of Knee Magnetic Resonance Imaging - with data from the Osteoarthritis Initiative. - Mustafa Al-Bassam, Sarah Meiklejohn:
Contour: A Practical System for Binary Transparency. - Dianxiong Liu, Yuhua Xu, Yitao Xu, Qihui Wu, Jianjun Jing, Yuanhui Zhang, Alagan Anpalagan:
Distributed Relay Selection for Heterogeneous UAV Communication Networks Using A Many-to-Many Matching Game Without Substitutability. - Alexander Ponomarenko, Irina Utkina, Mikhail Batsyn:
A Model of Optimal Network Structure for Decentralized Nearest Neighbor Search. - Jakub Dutkiewicz, Czeslaw Jedrzejek:
Novel Ranking-Based Lexical Similarity Measure for Word Embedding. - Peter Benner, Christian Himpe, Tim Mitchell:
On Reduced Input-Output Dynamic Mode Decomposition. - Henning Christiansen:
A simple script language for choreography of multiple, synchronizing non-anthropomorphic robots. - Ondrej Klíma, Libor Polák:
On Varieties of Ordered Automata. - Andreas Buchberger, Alexandre Graell i Amat, Vahid Aref, Laurent Schmalen:
Probabilistic Eigenvalue Shaping for Nonlinear Fourier Transform Transmission. - Yonglin Tian, Xuan Li, Kunfeng Wang, Fei-Yue Wang:
Training and Testing Object Detectors with Virtual Images. - Maria Chroni, Stavros D. Nikolopoulos, Leonidas Palios:
Encoding Watermark Numbers as Reducible Permutation Graphs using Self-inverting Permutations. - Shounak Datta, Sayak Nag, Sankha Subhra Mullick, Swagatam Das:
Diversifying Support Vector Machines for Boosting using Kernel Perturbation: Applications to Class Imbalance and Small Disjuncts. - Borzoo Rassouli, Deniz Gündüz:
On Perfect Privacy and Maximal Correlation. - Lucas Boczkowski, Ofer Feinerman, Amos Korman, Emanuele Natale:
Limits for Rumor Spreading in stochastic populations. - Raoul Strackx, Frank Piessens:
The Heisenberg Defense: Proactively Defending SGX Enclaves against Page-Table-Based Side-Channel Attacks. - Luiza Mici, German Ignacio Parisi, Stefan Wermter:
An Incremental Self-Organizing Architecture for Sensorimotor Learning and Prediction. - Damien Pous, Jurriaan Rot:
Companions, Causality and Codensity. - Sebastian Cammerer, Moustafa Ebada, Ahmed Elkelesh, Stephan ten Brink:
Sparse Graphs for Belief Propagation Decoding of Polar Codes. - Tianxiang Gao, Weiming Bao, Jinning Li, Xiaofeng Gao, Boyuan Kong, Yan Tang, Guihai Chen, Xuan Li:
DancingLines: An Analytical Scheme to Depict Cross-Platform Event Popularity. - Mark van der Boor, Sem C. Borst, Johan S. H. van Leeuwaarden, Debankur Mukherjee:
Scalable Load Balancing in Networked Systems: Universality Properties and Stochastic Coupling Methods. - Karthekeyan Chandrasekaran, Daniel Dadush, Venkata Gandikota, Elena Grigorescu:
Lattice-based Locality Sensitive Hashing is Optimal. - Oleg Stelia, Leonid Potapenko, Ihor Sirenko:
Monotone Difference Schemes for Convection-Dominated Diffusion-Reaction Equations Based on Quadratic Spline. - Mario Blaum, Steven Hetzler:
Extended Product and Integrated Interleaved Codes. - Tomasz Kociumaka, Jakub Radoszewski, Tatiana Starikovskaya:
Longest common substring with approximately k mismatches. - Umang Yadav, Sherif N. Abbas, Dimitrios Hatzinakos:
Evaluation of PPG Biometrics for Authentication in different states. - Kathryn Laing, Peter Adam Thwaites, John Paul Gosling:
Rank Pruning for Dominance Queries in CP-Nets. - Andra M. Voicu, Ljiljana Simic, Marina Petrova:
Survey of Spectrum Sharing for Inter-Technology Coexistence. - Chen Li, Luca Venturi, Ruitu Xu:
Learning the Kernel for Classification and Regression. - Aneeq Zia, Irfan A. Essa:
Automated Surgical Skill Assessment in RMIS Training. - Pierre Baldi, Peter J. Sadowski, Zhiqin Lu:
Learning in the Machine: the Symmetries of the Deep Learning Channel. - Dimitrios Sisiaridis, Olivier Markowitch:
Feature Extraction and Feature Selection: Reducing Data Complexity with Apache Spark. - Fattaneh Jabbari, Mahdi Pakdaman Naeini, Gregory F. Cooper:
Obtaining Accurate Probabilistic Causal Inference by Post-Processing Calibration. - Shunxing Bao, Yuankai Huo, Prasanna Parvathaneni, Andrew J. Plassard, Camilo Bermudez, Yuang Yao, Ilwoo Lyu, Aniruddha S. Gokhale, Bennett A. Landman:
A Data Colocation Grid Framework for Big Data Medical Image Processing - Backend Design. - Yunhao Jiao, Cheng Li, Fei Wu, Qiaozhu Mei:
Find the Conversation Killers: a Predictive Study of Thread-ending Posts. - Zohreh Zahedi, Stefanie Haustein:
On the relationships between bibliographic characteristics of scientific documents and citation and Mendeley readership counts: A large-scale analysis of Web of Science publications. - Stephen Tu, Benjamin Recht:
Least-Squares Temporal Difference Learning for the Linear Quadratic Regulator. - Michael Garrett Bechtel, Elise McEllhiney, Heechul Yun:
DeepPicar: A Low-cost Deep Neural Network-based Autonomous Car. - Chun-Hao Chang, Ladislav Rampásek, Anna Goldenberg:
Dropout Feature Ranking for Deep Learning Models. - Dong Nguyen, Barbara McGillivray, Taha Yasseri:
Emo, Love, and God: Making Sense of Urban Dictionary, a Crowd-Sourced Online Dictionary. - Pierre H. Richemond, Brendan Maginnis:
A short variational proof of equivalence between policy gradients and soft Q learning. - Zhangyu Guan, Lorenzo Bertizzolo, Emrecan Demirors, Tommaso Melodia:
WNOS: An Optimization-based Wireless Network Operating System. - Qingkai Liang, Eytan H. Modiano:
Network Utility Maximization in Adversarial Environments. - Nausheen Fatma, Manoj Kumar Chinnakotla, Manish Shrivastava:
Relevance Scoring of Triples Using Ordinal Logistic Classification - The Celosia Triple Scorer at WSDM Cup 2017. - Prashant Shiralkar, Mihai Avram, Giovanni Luca Ciampaglia, Filippo Menczer, Alessandro Flammini:
RelSifter: Scoring Triples from Type-like Relations - The Samphire Triple Scorer at WSDM Cup 2017. - Xianzhi Du, Xiaolong Wang, Dawei Li, Jingwen Zhu, Serafettin Tasci, Cameron Upright, Stephen Walsh, Larry S. Davis:
Boundary-sensitive Network for Portrait Segmentation. - Nesreen K. Ahmed, Nick G. Duffield, Liangzhen Xia:
Estimating Node Similarity by Sampling Streaming Bipartite Graphs. - Zhichao Shao, Lukas Landau, Rodrigo C. de Lamare:
Study of Iterative Detection and Decoding for Large-Scale MIMO Systems with 1-Bit ADCs. - Aneesh Rangnekar, Nilay Mokashi, Emmett J. Ientilucci, Christopher Kanan, Matthew J. Hoffman:
Aerial Spectral Super-Resolution using Conditional Adversarial Networks. - Alexander Trott, Caiming Xiong, Richard Socher:
Interpretable Counting for Visual Question Answering. - Yan Ru Pei, Fabio L. Traversa, Massimiliano Di Ventra:
On the Universality of Memcomputing Machines. - Niel Chah:
Freebase-triples: A Methodology for Processing the Freebase Data Dumps. - Siddique Latif, Rajib Rana, Junaid Qadir, Julien Epps:
Variational Autoencoders for Learning Latent Representations of Speech Emotion. - Huacheng Yu, Hongyang Zhang:
Distance Labelings on Random Power Law Graphs. - Sarath Pattathil, Nikhil Karamchandani, Dhruti Shah:
Persistence of the Jordan center in Random Growing Trees. - Fnu Suya, Yuan Tian, David Evans, Paolo Papotti:
Query-limited Black-box Attacks to Classifiers. - Anurag Ghosh, Suriya Singh, C. V. Jawahar:
Towards Structured Analysis of Broadcast Badminton Videos. - Samia Kazemi, Ali Tajer:
Multiaccess Communication via a Broadcast Approach Adapted to the Multiuser Channel. - Junpei Nakashima, Yukiko Yamauchi, Shuji Kijima, Masafumi Yamashita:
Finding the Submodularity Hidden in Symmetric Difference. - Dongsheng Jiang, Weiqiang Dou, Luc P. J. Vosters, Xiayu Xu, Yue Sun, Tao Tan:
Denoising of 3D magnetic resonance images with multi-channel residual learning of convolutional neural network. - Parneet Kaur, Karan Sikka, Ajay Divakaran:
Combining Weakly and Webly Supervised Learning for Classifying Food Images. - San Gultekin, John W. Paisley:
Online Forecasting Matrix Factorization. - Andrei S. Nedelcu, Fabian Steiner, Markus Staudacher, Gerhard Kramer, Wolfgang Zirwas, Rakash SivaSiva Ganesan, Paolo Baracca, Stefan Wesemann:
Quantized Precoding for Multi-Antenna Downlink Channels with MAGIQ. - Waqar Ali, Heechul Yun:
Protecting Real-Time GPU Applications on Integrated CPU-GPU SoC Platforms. - Wenwen Zhang, Kunfeng Wang, Hua Qu, Ji-hong Zhao, Fei-Yue Wang:
Scene-Specific Pedestrian Detection Based on Parallel Vision. - Maxime Crochemore, Luís M. S. Russo:
Cartesian trees and Lyndon trees. - Ashish Mishra, Deepak D'Souza, Y. N. Srikant:
Presburger-Definable Parameterized Typestates. - Andreas Martin Kettner, Mario Paolone:
On the Properties of the Compound Nodal Admittance Matrix of Polyphase Power Systems. - Julia Lieb:
Complete MDP convolutional codes. - Minghui Min, Dongjin Xu, Liang Xiao, Yuliang Tang, Di Wu:
Learning-Based Computation Offloading for IoT Devices with Energy Harvesting. - Chao Chen, Xiao Lin, Gabriel Terejanu:
An Approximate Bayesian Long Short-Term Memory Algorithm for Outlier Detection. - Seyed Mohammad Azimi-Abarghouyi, Behrooz Makki, Martin Haenggi, Masoumeh Nasiri-Kenari, Tommy Svensson:
Stochastic Geometry Modeling and Analysis of Single- and Multi-Cluster Wireless Networks. - Adriana Guevara-Rukoz, Alejandrina Cristià, Bogdan Ludusan, Roland Thiollière, Andrew Martin, Reiko Mazuka, Emmanuel Dupoux:
Are words easier to learn from infant- than adult-directed speech? A quantitative corpus-based investigation. - Zhikun Zhang, Shibo He, Mengyuan Zhang, Jiming Chen:
LEPA: Incentivizing Long-term Privacy-preserving Data Aggregation in Crowdsensing. - Miguel Romero:
The tractability frontier of well-designed SPARQL queries. - Tengchan Zeng, Omid Semiari, Walid Saad, My T. Thai:
Spatial Motifs for Device-to-Device Network Analysis (DNA) in Cellular Networks. - Chris Biemann, Stefano Faralli, Alexander Panchenko, Simone Paolo Ponzetto:
A Framework for Enriching Lexical Semantic Resources with Distributional Semantics. - Aljosa Osep, Paul Voigtlaender, Jonathon Luiten, Stefan Breuers, Bastian Leibe:
Large-Scale Object Discovery and Detector Adaptation from Unlabeled Video. - Rohan Chandra, Sachin Grover, Kyungjun Lee, Moustafa Meshry, Ahmed Taha:
Texture Synthesis with Recurrent Variational Auto-Encoder. - Han He, Xiaokun Yang, Lei Wu, Hua Yan, Zhimin Gao, Yi Feng, George Townsend:
Dual Long Short-Term Memory Networks for Sub-Character Representation Learning. - Leyuan Pan, Le Liang, Wei Xu, Xiaodai Dong:
Framework of Channel Estimation for Hybrid Analog-and-Digital Processing Enabled Massive MIMO Communications. - Aubrey Gress, Ian Davidson:
Transfer Regression via Pairwise Similarity Regularization. - Tom Hanika, Jens Zumbrägel:
Towards Collaborative Conceptual Exploration. - Feng Jin, Shiliang Sun:
Neural Network Multitask Learning for Traffic Flow Forecasting. - Kousuke Yamaguchi, Kanji Tanaka, Takuma Sugimoto:
Use of Generative Adversarial Network for Cross-Domain Change Detection. - (Withdrawn) Predicting Rich Drug-Drug Interactions via Biomedical Knowledge Graphs and Text Jointly Embedding.
- Yuanchao Bai, Gene Cheung, Xianming Liu, Wen Gao:
Blind Image Deblurring via Reweighted Graph Total Variation. - Alan F. T. Winfield:
How Intelligent is your Intelligent Robot? - Petros Drineas, Michael W. Mahoney:
Lectures on Randomized Numerical Linear Algebra. - Shiliang Sun, Changshui Zhang, Yi Zhang:
Traffic Flow Forecasting Using a Spatio-Temporal Bayesian Network Predictor. - Qingjiu Zhang, Shiliang Sun:
Weighted Data Normalization Based on Eigenvalues for Artificial Neural Network Classification. - Zhifan Ye, Pinhui Ke, Chenhuang Wu:
A note on a conjecture of new binary cyclotomic sequences of length pn. - Thiago Santini, Wolfgang Fuhl, Enkelejda Kasneci:
PuRe: Robust pupil detection for real-time pervasive eye tracking. - Édouard Bonnet, Pawel Rzazewski:
Optimality Program in Segment and String Graphs. - Simina Brânzei, Aris Filos-Ratsikas:
Walrasian Dynamics in Multi-unit Markets. - Vahideh Keikha, Maarten Löffler, Ali Mohades:
Largest and Smallest Area Triangles on a Given Set of Imprecise Points. - Henrico Bertini Brum, Maria das Graças Volpe Nunes:
Building a Sentiment Corpus of Tweets in Brazilian Portuguese. - Chao-Kai Wen, Wan-Ting Shih, Shi Jin:
Deep Learning for Massive MIMO CSI Feedback. - (Withdrawn) A Rudiment of Energy Internet: Coordinated Power Dispatching of Intra- and Inter- Local Area Packetized-Power Networks.
- Danillo da Silva Rocha, Alex Gwo Jen Lan, Ivandré Paraboni:
Semi-automatic definite description annotation: a first report. - Kaiyuan Guo, Shulin Zeng, Jincheng Yu, Yu Wang, Huazhong Yang:
A Survey of FPGA Based Neural Network Accelerator. - Stefan Mengel, Sebastian Skritek:
On tractable query evaluation for SPARQL. - Sanam Ghorbani Lyastani, Michael Schilling, Sascha Fahl, Sven Bugiel, Michael Backes:
Studying the Impact of Managers on Password Strength and Reuse. - Kasturi Dewi Varathan, Anastasia Giachanou, Fabio Crestani:
Comparative Opinion Mining: A Review. - Jing Tang, Xueyan Tang, Junsong Yuan:
Towards Profit Maximization for Online Social Network Providers. - Itay Safran, Ohad Shamir:
Spurious Local Minima are Common in Two-Layer ReLU Neural Networks. - Greg Yang, Samuel S. Schoenholz:
Mean Field Residual Networks: On the Edge of Chaos. - El Kindi Rezig, Mourad Ouzzani, Ahmed K. Elmagarmid, Walid G. Aref:
Human-Centric Data Cleaning [Vision]. - Sergiu Hart, Philip J. Reny:
The Better Half of Selling Separately. - Alexander Kott, David S. Alberts:
How do you Command an Army of Intelligent Things? - Alexander Kott, Ananthram Swami, Bruce J. West:
The Internet of Battle Things. - Zhewei Huang, Shuchang Zhou, BoEr Zhuang, Xinyu Zhou:
Learning to Run with Actor-Critic Ensemble. - Aditya Siddhant, Preethi Jyothi, Sriram Ganapathy:
Leveraging Native Language Speech for Accent Identification using Deep Siamese Networks. - ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab, Djedjiga Mouheb:
Android Malware Detection using Deep Learning on API Method Sequences. - Rongqing Huang, Shiliang Sun:
Kernel Regression with Sparse Metric Learning. - Hang Yan, Qi Shan, Yasutaka Furukawa:
RIDI: Robust IMU Double Integration. - George C. Linderman, Manas Rachh, Jeremy G. Hoskins, Stefan Steinerberger, Yuval Kluger:
Efficient Algorithms for t-distributed Stochastic Neighborhood Embedding. - David Liau, Eric Price, Zhao Song, Ger Yang:
Stochastic Multi-armed Bandits in Constant Space. - Yu Zhou, Jianbin Huang, Heli Sun, Yizhou Sun, Hong Chong:
DMSS: A Robust Deep Meta Structure Based Similarity Measure in Heterogeneous Information Networks. - Yao Wu, Tianzhen Wu, Ziyi Xiong, Yuncheng Wu, Hong Chen, Cuiping Li, Xiaoying Zhang:
HelPal: A Search System for Mobile Crowd Service. - Michael J. Gagen:
Null Dynamical State Models of Human Cognitive Dysfunction. - Hoang Tran Vu, Ching-Chun Huang:
Domain Adaptation Meets Disentangled Representation Learning and Style Transfer. - Ning Cai, Masahito Hayashi:
Secure Network Code for Adaptive and Active Attacks with No-Randomness in Intermediate Nodes. - Sanaullah Manzoor, Farhan Ahmad, Suleman Mazhar:
Mobile Phone Based Portable Field Sensor System for Real-Time In-situ River Water Quality Monitoring During Endangered Dolphin Monitoring Surveys. - Qibing Li, Xiaolin Zheng:
Deep Collaborative Autoencoder for Recommender Systems: A Unified Framework for Explicit and Implicit Feedback. - Guanjun Guo, Hanzi Wang, Chunhua Shen, Yan Yan, Hong-Yuan Mark Liao:
Automatic Image Cropping for Visual Aesthetic Enhancement Using Deep Neural Networks and Cascaded Regression. - Mahmoud S. Fayed, Muhammad Al-Qurishi, Atif Alamri, Ahmad A. Al-Daraiseh:
PWCT: Visual Language for IoT and Cloud Computing Applications and Systems. - Wei Zhao, Benyou Wang, Jianbo Ye, Yongqiang Gao, Min Yang, Zhou Zhao, Xiaojun Chen:
Leveraging Long and Short-term Information in Content-aware Movie Recommendation. - Dragana Bajovic, Kanghang He, Lina Stankovic, Dejan Vukobratovic, Vladimir Stankovic:
Optimal detection and error exponents for hidden multi-state processes via random duration model approach. - Yang Liu, Jinshan Pan, Zhixun Su:
Deep Blind Image Inpainting. - Arman Rezaee, Ahmad Beirami, Ali Makhdoumi, Muriel Médard, Ken Duffy:
Guesswork Subject to a Total Entropy Budget. - Minquan Cheng, Jing Jiang, Youzhi Yao:
A Novel Recursive Construction for Coded Caching Schemes. - Jiachi Zhang, Xiaolei Shen, Tianqi Zhuo, Hong Zhou:
Brain Tumor Segmentation Based on Refined Fully Convolutional Neural Networks with A Hierarchical Dice Loss. - Rabindra K. Barik, Harishchandra Dubey, Kunal Mankodiya:
SoA-Fog: Secure Service-Oriented Edge Computing Architecture for Smart Health Big Data Analytics. - Ertan Onur, Shahram Mollahasani, Alperen Eroglu, Nina Razi Moftakhar:
Density-aware Dynamic Mobile Networks: Opportunities and Challenges. - Mohsen Ghaffari, Jason Li:
Improved Distributed Algorithms for Exact Shortest Paths. - Shameem Puthiya Parambath, Nishant Vijayakumar, Sanjay Chawla:
SAGA: A Submodular Greedy Algorithm For Group Recommendation. - Emma Pierson:
Gender differences in beliefs about algorithmic fairness. - Baiyang Wang, Diego Klabjan:
Generative Adversarial Nets for Multiple Text Corpora. - Ruocheng Guo, Hamidreza Alvari, Paulo Shakarian:
Strongly Hierarchical Factorization Machines and ANOVA Kernel Regression. - Yunhui Long, Vincent Bindschaedler, Carl A. Gunter:
Towards Measuring Membership Privacy. - Lei Zhang, Futai Zhang, Wei Wu:
A Provably Secure Ring Signature Scheme in Certificateless Cryptography. - Bashir Mohammed, Sibusiso Moyo, Kabiru M. Maiyama, Sulayman Kinteh, Al Noaman M. K. Al-Shaidy, Mumtaz Ahmed Kamala, Mariam Kiran:
Technical Report on Deploying a highly secured OpenStack Cloud Infrastructure using BradStack as a Case Study. - Janghoon Choi, Junseok Kwon, Kyoung Mu Lee:
Deep Meta Learning for Real-Time Visual Tracking based on Target-Specific Feature Space. - Yiheng Su, Ting Peng, Xiaoxun Zhong, Lianming Zhang:
Matching model of flow table for networked big data. - Yiming Xu, Hui-Ming Wang, Qian Yang, Ke-Wen Huang, Tong-Xing Zheng:
Cooperative Transmission for Physical Layer Security by Exploring Social Awareness. - Cecilia La Place, Aisha Urooj Khan, Ali Borji:
Segmenting Sky Pixels in Images. - Chong Huang, Peng Chen, Xin Yang, Kwang-Ting Cheng:
REDBEE: A Visual-Inertial Drone System for Real-Time Moving Object Detection. - Masoud Abbaszadeh:
Computer Algebra Methods in Control Systems. - Ran Duan, Haoqing He, Tianyi Zhang:
Near-linear Time Algorithms for Approximate Minimum Degree Spanning Trees. - Jumana Dakka, Matteo Turilli, David W. Wright, Stefan J. Zasada, Vivek Balasubramanian, Shunzhou Wan, Peter V. Coveney, Shantenu Jha:
High-throughput Binding Affinity Calculations at Extreme Scales. - Yen-Hao Huang, Lin-Hung Wei, Yi-Shin Chen:
Detection of the Prodromal Phase of Bipolar Disorder from Psychological and Phonological Aspects in Social Media. - Rohit Girdhar, Georgia Gkioxari, Lorenzo Torresani, Manohar Paluri, Du Tran:
Detect-and-Track: Efficient Pose Estimation in Videos. - Chu-Cheng Lin, Dongyeop Kang, Michael Gamon, Madian Khabsa, Ahmed Hassan Awadallah, Patrick Pantel:
Actionable Email Intent Modeling with Reparametrized RNNs. - Andrew Ilyas, Ajil Jalal, Eirini Asteri, Constantinos Daskalakis, Alexandros G. Dimakis:
The Robust Manifold Defense: Adversarial Training using Generative Models. - Yuanzhi Li, Tengyu Ma, Hongyang Zhang:
Algorithmic Regularization in Over-parameterized Matrix Recovery. - Touba Malekzadeh, Milad Abdollahzadeh, Hossein Nejati, Ngai-Man Cheung:
Aircraft Fuselage Defect Detection using Deep Neural Networks. - Dror Aiger, Brett Allen, Aleksey Golovinskiy:
Large-Scale 3D Scene Classification With Multi-View Volumetric CNN. - A. Murat Ozbayoglu, Gökhan Küçükayan, Erdogan Dogdu:
A Real-Time Autonomous Highway Accident Detection Model Based on Big Data Processing and Computational Intelligence. - Masashi Kiyomi, Hirotaka Ono, Yota Otachi, Pascal Schweitzer, Jun Tarui:
Space-Efficient Algorithms for Longest Increasing Subsequence. - Aditya Ahuja:
Intention Games. - Rabindra K. Barik, Rojalina Priyadarshini, Harishchandra Dubey, Vinay Kumar, Kunal Mankodiya:
FogLearn: Leveraging Fog-based Machine Learning for Smart System Big Data Analytics. - Robert Y. Lewis:
An Extensible Ad Hoc Interface between Lean and Mathematica. 23-37 - Guy Ben-Yosef, Alon Yachin, Shimon Ullman:
A model for interpreting social interactions in local image regions. - Yunlong Yu, Zhong Ji, Jichang Guo, Zhongfei Zhang:
Zero-Shot Learning via Latent Space Encoding. - G. A. Kavvos:
On the Semantics of Intensionality and Intensional Recursion. - Sean Mason, Nicholas Rotella, Stefan Schaal, Ludovic Righetti:
A MPC Walking Framework With External Contact Forces. - Monireh Dabaghchian, Amir Alipour-Fanid, Songsong Liu, Kai Zeng, Xiaohua Li, Yu Chen:
Who is Smarter? Intelligence Measure of Learning-based Cognitive Radios. - Oswin Aichholzer, Michael Biro, Erik D. Demaine, Martin L. Demaine, David Eppstein, Sándor P. Fekete, Adam Hesterberg, Irina Kostitsyna, Christiane Schmidt:
Folding Polyominoes into (Poly)Cubes. - Arkar Min Aung, Yousef Fadila, Radian Gondokaryono, Luis Gonzalez:
Building Robust Deep Neural Networks for Road Sign Detection. - Subhash C. Kak:
Learning Based on CC1 and CC4 Neural Networks. - Thibault de Valroger:
Practical Implementation of a Deep Random Generator. - Vahid Behzadan, Arslan Munir:
Whatever Does Not Kill Deep Reinforcement Learning, Makes It Stronger. - Andreas Lenz, Antonia Wachter-Zeh, Eitan Yaakobi:
Duplication-Correcting Codes. - Debanjan Borthakur, Harishchandra Dubey, Nicholas Constant, Leslie Mahler, Kunal Mankodiya:
Smart Fog: Fog Computing Framework for Unsupervised Clustering Analytics in Wearable Internet of Things. - Ming Zhu, Xiao-Yang Liu, Xiaodong Wang:
An Online Ride-Sharing Path Planning Strategy for Public Vehicle Systems. - Renato Fabbri, Maria Cristina Ferreira de Oliveira:
Basic concepts and tools for the Toki Pona minimalist and constructed language: Wordnet synsets; analysis of the vocabulary; synthesis and syntax highlighting of texts. - Hang Zhao, Zhicheng Yan, Heng Wang, Lorenzo Torresani, Antonio Torralba:
SLAC: A Sparsely Labeled Dataset for Action Classification and Localization. - Eric Liang, Richard Liaw, Robert Nishihara, Philipp Moritz, Roy Fox, Joseph Gonzalez, Ken Goldberg, Ion Stoica:
Ray RLLib: A Composable and Scalable Reinforcement Learning Library. - Amrita Mathuriya, Thorsten Kurth, Vivek Rane, Mustafa Mustafa, Lei Shao, Debbie Bard, Prabhat, Victor W. Lee:
Scaling GRPC Tensorflow on 512 nodes of Cori Supercomputer. - Subhro Roy, Dan Roth:
Mapping to Declarative Knowledge for Word Problem Solving. - Joshua J. Engelsma, Kai Cao, Anil K. Jain:
RaspiReader: Open Source Fingerprint Reader. - Dinh-Luan Nguyen, Kai Cao, Anil K. Jain:
Robust Minutiae Extractor: Integrating Deep Networks and Fingerprint Domain Knowledge. - Chun Tian:
A Formalization of Unique Solutions of Equations in Process Algebra. - Attila Egri-Nagy:
The Algebraic View of Computation. - Tomás Mikolov, Edouard Grave, Piotr Bojanowski, Christian Puhrsch, Armand Joulin:
Advances in Pre-Training Distributed Word Representations. - Deepak D'Souza, P. Ezudheen, Pranav Garg, P. Madhusudan, Daniel Neider:
Horn-ICE Learning for Synthesizing Invariants and Contracts. - Xiaotao Lu, Rodrigo C. de Lamare:
Effective Optimization Criteria and Relay Selection Algorithms for Physical-Layer Security in Multiple-Antenna Relay Networks. - Jan Vykopal, Radek Oslejsek, Karolína Dockalová Burská, Kristína Zákopcanová:
Timely Feedback in Unstructured Cybersecurity Exercises. - David Rohr, Gvozden Neskovic, M. Radtke, Volker Lindenstruth:
The L-CSC cluster: greenest supercomputer in the world in Green500 list of November 2014. - Yingxiao Zhang, Suzhi Bi, Ying Jun (Angela) Zhang:
User-Centric Joint Transmission in Virtual-Cell-Based Ultra-Dense Networks. - Sinh Le Hong Nguyen, Jonas Medbo, Michael Peter, Aki Karttunen, Katsuyuki Haneda, Aliou Bamba, Raffaele D'Errico, Naveed Iqbal, Cheikh Diakhate, Jean-Marc Conrat:
On the Frequency Dependency of Radio Channel's Delay Spread: Analyses and Findings From mmMAGIC Multi-frequency Channel Sounding. - Timothy H. Hughes:
On reciprocal systems and controllability. - El Kindi Rezig, Mourad Ouzzani, Walid G. Aref, Ahmed K. Elmagarmid, Ahmed R. Mahmood:
Pattern-Driven Data Cleaning. - Sinh Le Hong Nguyen, Jan Jarvelainen, Aki Karttunen, Katsuyuki Haneda, Jyri Putkonen:
Comparing Radio Propagation Channels Between 28 and 140 GHz Bands in a Shopping Mall. - Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert:
Letter-Based Speech Recognition with Gated ConvNets. - Sébastien Ehrhardt, Áron Monszpart, Niloy J. Mitra, Andrea Vedaldi:
Taking Visual Motion Prediction To New Heightfields. - Robin Haunschild, Lutz Bornmann:
Field- and time-normalization of zero-inflated data: An empirical analysis using citation and Twitter data. - Jesse M. Johns, Jeremiah Rounds, Michael J. Henry:
Multi-modal Geolocation Estimation Using Deep Neural Networks. - Jingrui Chen, Chaowei Yuan:
Closed-Form Coverage Probability for Downlink Poisson Network with Double Shadowed Fading. - Huaian Diao, Zhao Song, Wen Sun, David P. Woodruff:
Sketching for Kronecker Product Regression and P-splines. - Xiyao Liu, Yifan Wang, Ziqiang Sun, Beiji Zou, Yu-qian Zhao, Yuesheng Zhu:
A Robust Zero-Watermark Scheme with Similarity-based Retrieval for Copyright Protection of 3D Video. - Arjun Nitin Bhagoji, Warren He, Bo Li, Dawn Song:
Exploring the Space of Black-box Attacks on Deep Neural Networks. - Nathan Cassee, Anton Wijs:
Analysing the Performance of GPU Hash Tables for State Space Exploration. 1-15 - Fabio Zanasi:
Rewriting in Free Hypegraph Categories. 16-30 - Reiko Heckel, Alexander Kurz, Edmund Chattoe-Brown:
Features of Agent-based Models. 31-37 - Zhiqing Sun, Gehui Shen, Zhi-Hong Deng:
A Gap-Based Framework for Chinese Word Segmentation via Very Deep Convolutional Networks. - Feng Shu, Ling Xu, Jiangzhou Wang, Wei Zhu, Xiaobo Zhou:
Artificial-noise-aided Secure Multicast Precoding for Directional Modulation Systems. - Salman Ahmad Ansari, Usman Zafar, Asim Karim:
Improving Text Normalization by Optimizing Nearest Neighbor Matching. - Xingwei Cao, Guillaume Rabusseau, Joelle Pineau:
Tensor Regression Networks with various Low-Rank Tensor Approximations. - Karan Aggarwal, Shafiq R. Joty, Luis Fernández-Luque, Jaideep Srivastava:
Co-Morbidity Exploration on Wearables Activity Data Using Unsupervised Pre-training and Multi-Task Learning. - Martin Potthast, Stefan Heindorf, Hannah Bast:
Proceedings of the WSDM Cup 2017: Vandalism Detection and Triple Scoring. - Zhimeng Zhang, Jianan Wu, Xuan Zhang, Chi Zhang:
Multi-Target, Multi-Camera Tracking by Hierarchical Clustering: Recent Progress on DukeMTMC Project. - Sang Phan, Gustav Eje Henter, Yusuke Miyao, Shin'ichi Satoh:
Consensus-based Sequence Training for Video Captioning. - Jean-Michel Renders:
Active Search for High Recall: a Non-Stationary Extension of Thompson Sampling. - Yogesh Simmhan:
Big Data and Fog Computing. - Lin Xiang, Derrick Wing Kwan Ng, Xiaohu Ge, Zhiguo Ding, Vincent W. S. Wong, Robert Schober:
Cache-Aided Non-Orthogonal Multiple Access. - Çaglar Aytekin, Xingyang Ni, Francesco Cricri, Lixin Fan, Emre Aksu:
Memory-Efficient Deep Salient Object Segmentation Networks on Gridized Superpixels. - Matias Martinez, Sylvain Lecomte:
Discovering discussion topics about development of cross-platform mobile applications using a cross-compiler development framework. - Sergey Goncharov, Lutz Schröder, Christoph Rauch, Maciej Piróg:
Guarded and Unguarded Iteration for Generalized Processes. - Omer Berat Sezer, A. Murat Ozbayoglu, Erdogan Dogdu:
An Artificial Neural Network-based Stock Trading System Using Technical Analysis and Big Data Framework. - Wellington Dores, Elias Soares, Fabrício Benevenuto, Alberto H. F. Laender:
Building the Brazilian Academic Genealogy Tree. - Stefano Berardi, Makoto Tatsuta:
Classical System of Martin-Lof's Inductive Definitions is not Equivalent to Cyclic Proofs. - Christopher Mollén, Ulf Gustavsson, Thomas Eriksson, Erik G. Larsson:
Impact of Spatial Filtering on Distortion from Low-Noise Amplifiers in Massive MIMO Base Stations. - Mohammadreza Razzazi, Abdolah Sepahvand:
Finding Two Disjoint Simple Paths on Two Sets of Points is NP-Complete. - Mouhammd Alkasassbeh:
An empirical evaluation for the intrusion detection features based on machine learning and feature selection methods. - Nicolas Le Scouarnec:
Cuckoo++ Hash Tables: High-Performance Hash Tables for Networking Applications. - Per Austrin, Petteri Kaski, Kaie Kubjas:
Tensor network complexity of multilinear maps. - Aleksandar Prokopec:
Analysis of Concurrent Lock-Free Hash Tries with Constant-Time Operations. - Rabindra K. Barik, Satish Kumar Gudey, Gujji Giridhar Reddy, Meenakshi Pant, Harishchandra Dubey, Kunal Mankodiya, Vinay Kumar:
FogGrid: Leveraging Fog Computing for Enhanced Smart Grid Network. - Jian Xu:
Representing Big Data as Networks: New Methods and Insights. - Huizhen Yu:
On Convergence of some Gradient-based Temporal-Differences Algorithms for Off-Policy Learning. - Jian Xu, Mandana Saebi, Bruno Ribeiro, Lance M. Kaplan, Nitesh V. Chawla:
Detecting Anomalies in Sequential Data with Higher-order Networks. - Qiming Chen, Ren Wu:
CNN Is All You Need. - Tom B. Brown, Dandelion Mané, Aurko Roy, Martín Abadi, Justin Gilmer:
Adversarial Patch. - Anoosheh Heidarzadeh, Alex Sprintson, Chanan Singh:
A Fast and Accurate Failure Frequency Approximation for k-Terminal Reliability Systems. - Phuong Pham, Juncheng Li, Joseph Szurley, Samarjit Das:
Eventness: Object Detection on Spectrograms for Temporal Localization of Audio Events. - Shao-Yen Tseng, Juncheng Li, Yun Wang, Joseph Szurley, Florian Metze, Samarjit Das:
Multiple Instance Deep Learning for Weakly Supervised Audio Event Detection. - Yisu Peng, Yuxiang Jiang, Predrag Radivojac:
Enumerating consistent subgraphs of directed acyclic graphs: an insight into biomedical ontologies. - Juncheng Li, Yun Wang, Joseph Szurley, Florian Metze, Samarjit Das:
A Light-Weight Multimodal Framework for Improved Environmental Audio Tagging. - Nitin Agarwal, Xiangmin Xu, Meenakshisundaram Gopi:
Geometry Processing of Conventionally Produced Mouse Brain Slice Images. - Dietmar Berwanger, R. Ramanujam:
Deviator Detection under Imperfect Monitoring. - Tim Rocktäschel:
Combining Representation Learning with Logic for Language Processing. - Yuhang Zhang, Kee Siong Ng, Michael Walker, Pauline Chou, Tania Churchill, Peter Christen:
Scalable Entity Resolution Using Probabilistic Signatures on Parallel Databases. - Sheng Zhang, En-Mi Yong, Wei-Qi Qian:
Optimal Control Computation via Evolution Partial Differential Equation with Arbitrary Definite Conditions. - Youssef Tamaazousti, Hervé Le Borgne, Céline Hudelot, Mohamed El Amine Seddik, Mohamed Tamaazousti:
Learning More Universal Representations for Transfer-Learning. - Qiangeng Xu:
Report: Dynamic Eye Movement Matching and Visualization Tool in Neuro Gesture. - Laurent Bienvenu, Rod Downey:
On low for speed oracles. - Akash Arora, P. Michael Furlong, Robert Fitch, Salah Sukkarieh, Terrence Fong:
Multi-Modal Active Perception for Information Gathering in Science Missions. - Seung Gwan Hong, Yu Min Hwang, Sun Yui Lee, Yoan Shin, Dong In Kim, Jin Young Kim:
Analysis of the Game-Theoretic Modeling of Backscatter Wireless Sensor Networks under Smart Interference. - Jeongho Jeon:
NR Wide Bandwidth Operations. - Sanaullah Manzoor, Ghulam Abbas, Masroor Hussain:
CHOKeD: A Fair Active Queue Management System. - Eduardo Fleury, Silvio Lattanzi, Vahab S. Mirrokni, Bryan Perozzi:
ASYMP: Fault-tolerant Mining of Massive Graphs. - Xiaoyu He, Neng Huang, Xiaoming Sun:
On the Decision Tree Complexity of String Matching. - Binglin Li, Shuangqing Wei, Yue Wang, Jian Yuan:
Topological and Algebraic Properties of Chernoff Information between Gaussian Graphs. - Binglin Li, Shuangqing Wei, Yue Wang, Jian Yuan:
Chernoff Information between Gaussian Trees. - Jie Xue, Yuan Li, Saladi Rahul, Ravi Janardan:
New bounds for range closest-pair problems. - Abolfazl Asudeh, H. V. Jagadish, Julia Stoyanovich, Gautam Das:
Designing Fair Ranking Schemes. - Yu Wang, Jiebo Luo:
When Celebrities Endorse Politicians: Analyzing the Behavior of Celebrity Followers in the 2016 U.S. Presidential Election. - Xi Chen, Nikhil Mishra, Mostafa Rohaninejad, Pieter Abbeel:
PixelSNAIL: An Improved Autoregressive Generative Model. - Prateek Jain, Om Thakkar, Abhradeep Thakurta:
Differentially Private Matrix Completion, Revisited. - Meysam Golmohammadi, Amir Hossein Harati Nejad Torbati, Silvia Lopez de Diego, Iyad Obeid, Joseph Picone:
Automatic Analysis of EEGs Using Big Data and Hybrid Deep Learning Architectures. - Uche Afam Nnolim:
Sky detection and log illumination refinement for PDE-based hazy image contrast enhancement. - Meysam Golmohammadi, Saeedeh Ziyabari, Vinit Shah, Silvia Lopez de Diego, Iyad Obeid, Joseph Picone:
Deep Architectures for Automated Seizure Detection in Scalp EEGs. - Wenlin Wang, Zhe Gan, Wenqi Wang, Dinghan Shen, Jiaji Huang, Wei Ping, Sanjeev Satheesh, Lawrence Carin:
Topic Compositional Neural Language Model. - Shravan Mohan, Bharath Bhikkaji:
A linear programming approach for designing multilevel PWM waveforms. - Jun Chen, Keisuke Nonaka, Ryosuke Watanabe, Hiroshi Sankoh, Houari Sabirin, Sei Naito:
Efficient Parallel Connected Components Labeling with a Coarse-to-fine Strategy. - Williams Sureshkumar, Kalpana Mahalingam, Raghavan Rama:
Label Languages of 8-directional Array P System. - Shreyas Malakarjun Patil, Aditya Nigam, Arnav Bhavsar, Chiranjoy Chattopadhyay:
Siamese LSTM based Fiber Structural Similarity Network (FS2Net) for Rotation Invariant Brain Tractography Segmentation. - Michael Bargury, Roy Levin, Royi Ronen:
Learning to Customize Network Security Rules. - Jie Zhang, Shi Han, Dan Hao, Lu Zhang, Dongmei Zhang:
Automated Refactoring of Nested-IF Formulae in Spreadsheets. - Sandeep S. Kulkarni, Sweta Kumari, Sathya Peri, Archit Somani:
An Innovative Approach for Achieving Composability in Concurrent Systems using Multi-Version Object Based STMs. - Qiangqiang Yuan, Yancong Wei, Xiangchao Meng, Huanfeng Shen, Liangpei Zhang:
A Multi-Scale and Multi-Depth Convolutional Neural Network for Remote Sensing Imagery Pan-Sharpening. - Payman Behnam, Bijan Alizadeh, Sajjad Taheri:
Automated Formal Equivalence Verification of Pipelined Nested Loops in Datapath Designs. - Guy Danon, Mark Last:
A Syntactic Approach to Domain-Specific Automatic Question Generation. - Domingo Gómez-Pérez, Guénaël Renault:
A Probabilistic Analysis on a Lattice Attack against DSA. - Yibin Liu, Yanhui Li, Jianbo Guo, Yuming Zhou, Baowen Xu:
Connecting Software Metrics across Versions to Predict Defects. - Jianfeng Lu, Yun Xin, Zhao Zhang, Shaojie Tang, Songyuan Yan, Changbing Tang:
Rating Protocol Design for Extortion and Cooperation in the Crowdsourcing Contest Dilemma. - Jianfeng Lu, Yun Xin, Zhao Zhang, Xinwang Liu, Kenli Li:
Game-Theoretic Design of Optimal Two-Sided Rating Protocols for Service Exchange Dilemma in Crowdsourcing. - Patrizio Angelini, Michael A. Bekos, Michael Kaufmann, Maximilian Pfister, Torsten Ueckerdt:
Beyond-Planarity: Density Results for Bipartite Graphs. - Nicola Galesi, Fariba Ranjbar:
Tight Bounds for Maximal Identifiability of Failure Nodes in Boolean Network Tomography. - Hengchuan Tan, Maode Ma, Houda Labiod, Aymen Boudguiga, Jun Zhang, Peter Han Joo Chong:
A Secure and Authenticated Key Management Protocol (SA-KMP) for Vehicular Networks. - Hengchuan Tan, Maode Ma, Houda Labiod, Peter Han Joo Chong, Jun Zhang:
A non-biased trust model for wireless mesh networks. - Hengchuan Tan, Maode Ma, Houda Labiod, Peter Han Joo Chong:
TEDS: A Trusted Entropy and Dempster Shafer Mechanism for Routing in Wireless Mesh Networks. - Wen Liu, Weixin Luo, Dongze Lian, Shenghua Gao:
Future Frame Prediction for Anomaly Detection - A New Baseline. - Md. Zahangir Alom, Paheding Sidike, Mahmudul Hasan, Tarek M. Taha, Vijayan K. Asari:
Handwritten Bangla Character Recognition Using The State-of-Art Deep Convolutional Neural Networks. - Mihai Rotaru, Florentin Olariu, Emanuel Onica, Etienne Rivière:
Reliable Messaging to Millions of Users with MigratoryData. - Md. Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari:
Improved Inception-Residual Convolutional Neural Network for Object Recognition. - Hao Li, Zheng Xu, Gavin Taylor, Tom Goldstein:
Visualizing the Loss Landscape of Neural Nets. - Mario Michael Krell, Julia Bernd, Yifan Li, Daniel Ma, Jaeyoung Choi, Michael Ellsworth, Damian Borth, Gerald Friedland:
Field Studies with Multimedia Big Data: Opportunities and Challenges (Extended Ver. - Fatemeh Afghah, Bertrand Cambou, Masih Abedini, Sherali Zeadally:
A ReRAM Physically Unclonable Function (ReRAM PUF)-based Approach to Enhance Authentication Security in Software Defined Wireless Networks. - Andreas Holzinger, Chris Biemann, Constantinos S. Pattichis, Douglas B. Kell:
What do we need to build explainable AI systems for the medical domain? - Tsendsuren Munkhdalai, Xingdi Yuan, Soroush Mehri, Tong Wang, Adam Trischler:
Learning Rapid-Temporal Adaptations. - Karan Grewal, Khai N. Truong:
On the Challenges of Detecting Rude Conversational Behaviour. - Dániel Varga, Adrián Csiszárik, Zsolt Zombori:
Gradient Regularization Improves Accuracy of Discriminative Models. - Sungjin Lee:
Toward Continual Learning for Conversational Agents. - Cameron Musco, Christopher Musco, Charalampos E. Tsourakakis:
Minimizing Polarization and Disagreement in Social Networks. - Joanna Piotrowska, Jonah M. Miller, Erik Schnetter:
Spectral Methods in the Presence of Discontinuities. - Moez A. AbdelGawad:
Object-Oriented Theorem Proving (OOTP): First Thoughts. - Dhaval Adjodah, Yan Leng, Shi Kai Chong, Peter M. Krafft, Alex Pentland:
Social Bayesian Learning in the Wisdom of the Crowd. - Michael A. Forbes, Amir Shpilka:
A PSPACE Construction of a Hitting Set for the Closure of Small Algebraic Circuits. - Jonathan Q. Jiang, Michael K. Ng:
Parallel Active Subspace Decomposition for Scalable and Efficient Tensor Robust Principal Component Analysis. - Shubhankar Gupta, Nitin:
Development of Security Detection Model for the Security of Social Blogs and Chatting from Hostile Users. - Gane Samb Lo:
VB and R codes using Households databases available in the NSI's : A prelude to statistical applied studies. - Pooyan Ehsani, Jia Yuan Yu:
The Merits of Sharing a Ride. - Pawan Poojary, Sharayu Moharir, Krishna P. Jagannathan:
Caching under Content Freshness Constraints. - Lingkun Luo, Liming Chen, Shiqiang Hu, Ying Lu, Xiaofang Wang:
Discriminative and Geometry Aware Unsupervised Domain Adaptation. - Anqi Liu, Brian D. Ziebart:
Robust Covariate Shift Prediction with General Losses and Feature Views. - Anqi Liu, Rizal Fathony, Brian D. Ziebart:
Kernel Robust Bias-Aware Prediction under Covariate Shift. - Anand Kumar Narayanan, Matthew Weidner:
Nearly linear time encodable codes beating the Gilbert-Varshamov bound. - Edgar Altszyler, Mariano Sigman, Diego Fernández Slezak:
Corpus specificity in LSA and Word2vec: the role of out-of-domain documents. - Edgar Pek, Pranav Garg, Muntasir Raihan Rahman, Karl Palmskog, Indranil Gupta, P. Madhusudan:
Inferring Formal Properties of Production Key-Value Stores. - Matthieu Lemerre, Sébastien Bardin:
Abstract Interpretation using a Language of Symbolic Approximation. - Ahmed M. Bedewy, Yin Sun, Ness B. Shroff:
The Age of Information in Multihop Networks. - (Withdrawn) Network Topology Mapping from Partial Virtual Coordinates and Graph Geodesics.
- Maria Larsson, Amanda Nilsson, Mikael Kågebäck:
Disentangled Representations for Manipulation of Sentiment in Text. - Martin Dittus, Joss Wright, Mark Graham:
Platform Criminalism: The 'Last-Mile' Geography of the Darknet Market Supply Chain. - Shane T. Barratt:
Active Robotic Mapping through Deep Reinforcement Learning. - James M. Foster, Matt Jones:
Reinforcement Learning with Analogical Similarity to Guide Schema Induction and Attention. - Emli-Mari Nel, Per Ola Kristensson, David J. C. MacKay:
Modelling Noise-Resilient Single-Switch Scanning Systems. - Sheng Zhang, Fei Liao, Yanqing Chen, Kai-Feng He:
Aircraft trajectory control with feedback linearization for general nonlinear system. - Chin-Jung Hsu, Vivek Nair, Vincent W. Freeh, Tim Menzies:
Low-Level Augmented Bayesian Optimization for Finding the Best Cloud VM. - Panos N. Alevizos, Xiao Fu, Nicholas D. Sidiropoulos, Ye Yang, Aggelos Bletsas:
Limited Feedback Channel Estimation in Massive MIMO with Non-uniform Directional Dictionaries. - Roel Dobbe, Stephan Liu, Ye Yuan, Claire J. Tomlin:
Blind Identification of Fully Observed Discrete-Time Linear Time-Varying Systems via Sparse Recovery. - Xiaoyang Li, Changsheng You, Sergey Andreev, Yi Gong, Kaibin Huang:
Optimizing Wirelessly Powered Crowd Sensing: Trading energy for data. - Saeedeh Ziyabari, Vinit Shah, Meysam Golmohammadi, Iyad Obeid, Joseph Picone:
Objective evaluation metrics for automatic classification of EEG events. - Su Yan, Wei Lin, Tianshu Wu, Daorui Xiao, Bo Wu, Kaipeng Liu:
Beyond Keywords and Relevance: A Personalized Ad Retrieval Framework in E-Commerce Sponsored Search. - Jalal Khamse-Ashari, Ioannis Lambadaris, George Kesidis, Bhuvan Urgaonkar, Yiqiang Q. Zhao:
An Efficient and Fair Multi-Resource Allocation Mechanism for Heterogeneous Servers. - Thomas Laurent, James von Brecht:
The Multilinear Structure of ReLU Networks. - Koustav Mullick, Anoop M. Namboodiri:
Learning Deep and Compact Models for Gesture Recognition. - Jingping Qiao, Haixia Zhang, Feng Zhao, Dongfeng Yuan:
Secure Transmission and Self-Energy Recycling for Wireless-Powered Relay Systems with Partial Eavesdropper Channel State Information. - Shota Horiguchi, Daiki Ikami, Kiyoharu Aizawa:
Significance of Softmax-based Features in Comparison to Distance Metric Learning-based Features. - V. Sowmya, D. Govind, K. P. Soman:
Exploring the significance of using perceptually relevant image decolorization method for scene classification. - Varunya Attasena, Jérôme Darmont, Nouria Harbi:
Secret Sharing for Cloud Data Security. - Nejat Arinik, Rosa Figueiredo, Vincent Labatut:
Signed Graph Analysis for the Interpretation of Voting Behavior. - Robert Lukotka, Ján Mazák:
Simple cubic graphs with no short traveling salesman tour. - Juan Julián Merelo Guervós, Antonio Fernández-Ares, Antonio Álvarez-Caballero, Pablo García-Sánchez, Víctor M. Rivas:
RedDwarfData: a simplified dataset of StarCraft matches. - Victor U. Thompson, Chris Bowerman:
Detecting Cross-Lingual Plagiarism Using Simulated Word Embeddings. - Xi Zhao, Yong Ding, Quanyu Zhao:
A multi-candidate electronic voting scheme with unlimited participants. - Harshay Shah, Suhansanu Kumar, Hari Sundaram:
Modeling Network Growth under Resource Constraints. - Ananth Kalyanaraman, Methun Kamruzzaman, Bala Krishnamoorthy:
Interesting Paths in the Mapper. - Prakash Murali, Sathish Vadhiyar:
Metascheduling of HPC Jobs in Day-Ahead Electricity Markets. - Ebrahim Nasr-Esfahani, Shima Rafiee, Mohammad H. Jafari, Nader Karimi, James S. Wrobel, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian:
Dense Fully Convolutional Network for Skin Lesion Segmentation. - Lianming Zhang, Xiaoxun Zhong, Yehua Wei, Kun Yang:
Dynamic Load-Balancing Vertical Control for Large-Scale Software-Defined Internet of Things. - Daiguo Deng, Ruomei Wang, Hefeng Wu, Huayong He, Qi Li, Xiaonan Luo:
Learning Deep Similarity Models with Focus Ranking for Fabric Image Retrieval. - Simon Foster, Ana Cavalcanti, Jim Woodcock, Frank Zeyda:
Unifying Theories of Timed with Generalised Reactive Processes. - Angela Dai, Daniel Ritchie, Martin Bokeloh, Scott Reed, Jürgen Sturm, Matthias Nießner:
ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans. - Ceren Sevinç, Ertem Tuncel:
On Asymptotic Analysis of Zero-Delay Energy-Distortion Tradeoff Under Additive White Gaussian Noise. - Simina Brânzei, Erel Segal-Halevi, Aviv Zohar:
How to Charge Lightning. - Abhinav Rastogi, Dilek Hakkani-Tür, Larry P. Heck:
Scalable Multi-Domain Dialogue State Tracking. - Anton Shterenlikht:
On quality of implementation of Fortran 2008 complex intrinsic functions on branch cuts. - Vikram Krishnamurthy, Yan Duan:
Dependence Structure Analysis Of Meta-level Metrics in YouTube Videos: A Vine Copula Approach. - Simon Foster, Ana Cavalcanti, Samuel Canham, Jim Woodcock, Frank Zeyda:
Unifying Theories of Reactive Design Contracts. - Tomasz Ostwald:
Threat Modeling Data Analysis in Socio-technical Systems. - Yoseob Han, Jawook Gu, Jong Chul Ye:
Deep Learning Interior Tomography for Region-of-Interest Reconstruction. - Robert G. Underwood:
A Class of Automatic Sequences. - Charles Carlson, Alexandra Kolla, Nikhil Srivastava, Luca Trevisan:
Optimal Lower Bounds for Sketching Graph Cuts. - Chang Ge, Ihab F. Ilyas, Xi He, Ashwin Machanavajjhala:
Private Exploration Primitives for Data Cleaning. - Yossi Azar, Noam Touitou:
Improved Online Algorithm for Weighted Flow Time. - Mahmoud Samir Fayed:
General-Purpose Visual Language and Information System with Case-Studies in Developing Business Applications. - Bo Dai, Albert E. Shaw, Niao He, Lihong Li, Le Song:
Boosting the Actor with Dual Critic. - Dhaval Adjodah, Shi Kai Chong, Yan Leng, Peter M. Krafft, Alex Pentland:
Large-Scale Experiment on the Importance of Social Learning and Unimodality in the Wisdom of the Crowd. - Bo Dai, Albert E. Shaw, Lihong Li, Lin Xiao, Niao He, Jianshu Chen, Le Song:
Smoothed Dual Embedding Control. - Xiangming Meng, Sheng Wu, Jiang Zhu:
A Unified Bayesian Inference Framework for Generalized Linear Models. - Erixhen Sula, Jingge Zhu, Adriano Pastore, Sung Hoon Lim, Michael Gastpar:
Compute-Forward Multiple Access (CFMA): Practical Code Design. - Ziv Goldfeld, Haim H. Permuter:
Wiretap and Gelfand-Pinsker Channels Analogy and its Applications. - Victor Thompson:
Methods for Detecting Paraphrase Plagiarism. - Tatiana Mari Saita, Paulo Laerte Natti, Eliandro Rodrigues Cirilo, Neyva Maria Lopes Romeiro, Miguel A. C. Candezano, Rafael B. Acuña, Luis C. G. Moreno:
Numerical Simulation of Fecal Coliform Dynamics in Luruaco Lake, Colombia. - Juande Santander-Vela:
Agile Software Engineering and Systems Engineering at SKA Scale. - Roberto da Silva, Henrique A. Fernandes:
When and how much the altruism impacts your privileged information? Proposing a new paradigm in game theory: The boxers game. - Maziar M. Nekovee, Jonathan Pinto:
Modelling the Impact of Organization Structure and Whistle Blowers on Intra-Organizational Corruption Contagion. - Iñigo Urteaga, David J. Albers, Marija Vlajic Wheeler, Anna Druet, Hans Raffauf, Noémie Elhadad:
Towards Personalized Modeling of the Female Hormonal Cycle: Experiments with Mechanistic Models and Gaussian Processes. - Zelun Luo, Yuliang Zou, Judy Hoffman, Li Fei-Fei:
Label Efficient Learning of Transferable Representations across Domains and Tasks. - Tammo Rukat, Dustin Lange, Cédric Archambeau:
An interpretable latent variable model for attribute applicability in the Amazon catalogue. - Andrea Rocchetto, Scott Aaronson, Simone Severini, Gonzalo Carvacho, Davide Poderini, Iris Agresti, Marco Bentivegna, Fabio Sciarrino:
Experimental learning of quantum states. - Jennifer M. Rieser, Perrin E. Schiebel, Arman Pazouki, Feifei Qian, Zachary Goddard, Andrew Zangwill, Dan Negrut, Daniel I. Goldman:
Collision-induced scattering of a self-propelled slithering robot. - Lei Wang, Xincheng Wang:
The Influences of Edge Asymmetry on Network Robustness. - Richard C. Brewster, Jae-Baek Lee, Benjamin R. Moore, Jonathan A. Noel, Mark H. Siggers:
Graph Homomorphism Reconfiguration and Frozen H-Colourings. - Mehrdad G. Shirangi:
Closed-loop field development optimization with multipoint geostatistics and statistical assessment. - Nikos Kargas, Nicholas D. Sidiropoulos, Xiao Fu:
Tensors, Learning, and 'Kolmogorov Extension' for Finite-alphabet Random Vectors. - Yu Sang, Laixi Shi, Yimin Liu:
Micro Hand Gesture Recognition System Using Ultrasonic Active Sensing. - César A. Uribe, Soomin Lee, Alexander V. Gasnikov, Angelia Nedic:
Optimal Algorithms for Distributed Optimization. - David Goz, Luca Tornatore, Giuliano Taffoni, Giuseppe Murante:
Cosmological Simulations in Exascale Era. - Pascal Giard, Andreas Burg:
Fast-SSC-Flip Decoding of Polar Codes. - Stefan Webb, Adam Golinski, Robert Zinkov, N. Siddharth, Yee Whye Teh, Frank D. Wood:
Faithful Model Inversion Substantially Improves Auto-encoding Variational Inference. - Sadamori Kojaku, Naoki Masuda:
A generalised significance test for individual communities in networks. - Hongbin Pei, Bo Yang, Jiming Liu, Lei Dong:
Group Sparse Bayesian Learning for Active Surveillance on Epidemic Dynamics. - Ashkbiz Danehkar, Michael A. Nowak, Julia C. Lee, Randall K. Smith:
MPI_XSTAR: MPI-based Parallelization of the XSTAR Photoionization Program. - Shunta Arai, Masayuki Ohzeki, Kazuyuki Tanaka:
Deep Neural Network Detects Quantum Phase Transition. - Sarah Jane Hamilton, Jennifer L. Mueller, Talles Batista Rattis Santos:
Robust Computation of 2D EIT Absolute Images with D-bar Methods. - James T. Wilson, Riccardo Moriconi, Frank Hutter, Marc Peter Deisenroth:
The reparameterization trick for acquisition functions. - Kristóf Huszár, Jonathan Spreer, Uli Wagner:
On the treewidth of triangulated 3-manifolds. - Benjamin Doerr:
An Elementary Analysis of the Probability That a Binomial Random Variable Exceeds Its Expectation. - Stanislav Fort:
Towards understanding feedback from supermassive black holes using convolutional neural networks. - Chen Fang, Panuwat Janwattanapong, Chunfei Li, Malek Adjouadi:
A global feature extraction model for the effective computer aided diagnosis of mild cognitive impairment using structural MRI images. - Maggie Makar, Marzyeh Ghassemi, David Cutler, Ziad Obermeyer:
Short-term Mortality Prediction for Elderly Patients Using Medicare Claims Data. - (Withdrawn) Non-branching tree-decompositions.
- Frans A. Oliehoek, Rahul Savani, Jose Gallego-Posada, Elise van der Pol, Edwin D. de Jong, Roderich Gross:
GANGs: Generative Adversarial Network Games. - Weihua Zhan, Lei Deng, Jihong Guan, Jun Niu:
Revealing Dynamic Communities in networks using genetic algorithm with Merging and Splitting Operators. - Yuting Wei, Martin J. Wainwright:
The local geometry of testing in ellipses: Tight control via localized Kolomogorov widths. - Wellington Pinheiro dos Santos, Ricardo Emmanuel de Souza, Plínio Batista dos Santos Filho:
Evaluation of Alzheimer's Disease by Analysis of MR Images using Multilayer Perceptrons and Kohonen SOM Classifiers as an Alternative to the ADC Maps. - Qing Qu, Yuqian Zhang, Yonina C. Eldar, John Wright:
Convolutional Phase Retrieval via Gradient Descent. - Hongwei Wang, Jia Wang, Miao Zhao, Jiannong Cao, Minyi Guo:
Joint Topic-Semantic-aware Social Recommendation for Online Voting. - Hongwei Wang, Fuzheng Zhang, Min Hou, Xing Xie, Minyi Guo, Qi Liu:
SHINE: Signed Heterogeneous Information Network Embedding for Sentiment Link Prediction. - Mesut Sahin:
Toric Codes and Lattice Ideals. - Valter Augusto de Freitas Barbosa, Reiga Ramalho Ribeiro, Allan Rivalles Souza Feitosa, Victor Luiz Bezerra Araújo da Silva, Arthur Diego Dias Rocha, Rafaela Covello de Freitas, Ricardo Emmanuel de Souza, Wellington Pinheiro dos Santos:
Reconstruction of Electrical Impedance Tomography Using Fish School Search, Non-Blind Search, and Genetic Algorithm. - Willow B. Kion-Crosby, Alexandre V. Morozov:
Rapid Bayesian Inference of Global Network Statistics using Random Walks. - Iosif Pinelis:
An exact lower bound on the misclassification probability. - Siddhartha Das, Stefan Bäuml, Mark M. Wilde:
Entanglement and secret-key-agreement capacities of bipartite quantum interactions and read-only memory devices. - Lior Gishboliner, Asaf Shapira:
A Generalized Turán Problem and its Applications. - Monica Agrawal, Marinka Zitnik, Jure Leskovec:
Large-scale analysis of disease pathways in the human interactome. - Songyan Wang, Jilai Yu, Wei Zhang:
Transient Stability Assessment Using Individual Machine Equal Area Criterion Part I: Unity Principle. - Mokshay M. Madiman, Liyao Wang, Jae Oh Woo:
Discrete Entropy Power Inequalities via Sperner Theory. - Emanuele Pesce, Petros-Pavlos Ypsilantis, Samuel Withey, Robert Bakewell, Vicky Goh, Giovanni Montana:
Learning to detect chest radiographs containing lung nodules using visual attention networks. - Mohammad Emtiyaz Khan, Zuozhu Liu, Voot Tangkaratt, Yarin Gal:
Vprop: Variational Inference using RMSprop. - Gaétan Marceau-Caron, Yann Ollivier:
Natural Langevin Dynamics for Neural Networks. - Hang Ruan, Rodrigo C. de Lamare:
Study of Robust Distributed Beamforming Based on Cross-Correlation and Subspace Projection Techniques. - W. Bastiaan Kleijn, Felicia S. C. Lim, Alejandro Luebs, Jan Skoglund, Florian Stimberg, Quan Wang, Thomas C. Walters:
Wavenet based low rate speech coding. - Abdul-Saboor Sheikh, Kashif Rasul, Andreas Merentitis, Urs Bergmann:
Stochastic Maximum Likelihood Optimization via Hypernetworks. - Samith Abeywickrama, Lahiru Jayasinghe, Hua Fu, Chau Yuen:
RF-based Direction Finding of Small Unmanned Aerial Vehicles Using Deep Neural Networks. - Mohsen Ahmadi Fahandar, Eyke Hüllermeier, Inés Couso:
Statistical Inference for Incomplete Ranking Data: The Case of Rank-Dependent Coarsening. - Michael Fisher, Craig Tennenhouse:
The Game of Blocking Pebbles. - Mohamad Elmasri:
Sub-clustering in decomposable graphs and size-varying junction trees. - Sergi Blanco-Cuaresma, Emeline Bolmont:
Studying tidal effects in planetary systems with Posidonius. A N-body simulator written in Rust. - Christos Louizos, Max Welling, Diederik P. Kingma:
Learning Sparse Neural Networks through L0 Regularization. - Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar:
Precision Scaling of Neural Networks for Efficient Audio Processing. - Samuel E. Otto, Clarence W. Rowley:
Linearly-Recurrent Autoencoder Networks for Learning Dynamics. - Keith A. Britt, Fahd A. Mohiyaddin, Travis S. Humble:
Quantum Accelerators for High-Performance Computing Systems. - Shubhanshu Shekhar, Tara Javidi:
Gaussian Process bandits with adaptive discretization. - Bo Li, Tara N. Sainath, Khe Chai Sim, Michiel Bacchiani, Eugene Weinstein, Patrick Nguyen, Zhifeng Chen, Yonghui Wu, Kanishka Rao:
Multi-Dialect Speech Recognition With A Single Sequence-To-Sequence Model. - Trivikram Dokka, Alain B. Zemkoho, Sonali Sen Gupta, Fabrice Talla Nobibon:
Robust toll pricing: A novel approach. - Stefan Klus, Ingmar Schuster, Krikamol Muandet:
Eigendecompositions of Transfer Operators in Reproducing Kernel Hilbert Spaces. - David Janz, Jos van der Westhuizen, Brooks Paige, Matt J. Kusner, José Miguel Hernández-Lobato:
Learning a Generative Model for Validity in Complex Discrete Structures. - Beyza Ermis, Ali Taylan Cemgil:
Differentially Private Dropout. - Bo Li, Shuang Li, Junfeng Wu, Hongsheng Qi:
Quantum Clique Gossiping. - Yiqian Wang, Wensheng Sun:
Multi-speaker Recognition in Cocktail Party Problem. - Mario V. Tomasello, Rebekka Burkholz, Frank Schweitzer:
Modeling the formation of R\&D alliances: An agent-based model with empirical validation. - Johannes Hoffmann, Viktor Levandovskyy:
Constructive Arithmetics in Ore Localizations of Domains. - Wei-Kuo Chen:
Phase transition in the spiked random tensor with Rademacher prior. - Leonid A. Bunimovich, D. C. Smith, Benjamin Z. Webb:
Specialization Models of Network Growth. - Behzad Tabibian, Utkarsh Upadhyay, Abir De, Ali Zarezade, Bernhard Schölkopf, Manuel Gomez-Rodriguez:
Optimizing Human Learning. - Anjuli Kannan, Yonghui Wu, Patrick Nguyen, Tara N. Sainath, Zhifeng Chen, Rohit Prabhavalkar:
An analysis of incorporating an external language model into a sequence-to-sequence model. - Garrett B. Goh, Nathan O. Hodas, Charles Siegel, Abhinav Vishnu:
SMILES2Vec: An Interpretable General-Purpose Deep Neural Network for Predicting Chemical Properties. - Ion Victor Gosea, Mihály Petreczky, Athanasios C. Antoulas, Christophe Fiter:
Balanced truncation for linear switched systems. - Chaopeng Shen:
A trans-disciplinary review of deep learning research for water resources scientists. - Luca Pappalardo, Paolo Cintia, Dino Pedreschi, Fosca Giannotti, Albert-László Barabási:
Human Perception of Performance. - Hyungjoon Soh, Joo Hyung Hong, Jaeseung Jeong, Hawoong Jeong:
Emergence of Long-Term Memory in Popularity. - Aritra Dutta, Peter Richtárik:
Online and Batch Supervised Background Estimation via L1 Regression. - Nicolas Thiebaut, Antoine Simoulin, Karl Neuberger, Issam Ibnouhsein, Nicolas Bousquet, Nathalie Reix, Sébastien Molière, Carole Mathelin:
An innovative solution for breast cancer textual big data analysis. - Xiaoyong Pan, Junchi Yan:
Attention based convolutional neural network for predicting RNA-protein binding sites. - Potnuru Kishen Suraj, Ankesh Gupta, Makkunda Sharma, Sourabh Bikash Paul, Subhashis Banerjee:
On monitoring development using high resolution satellite images. - Jonah Blasiak, Thomas Church, Henry Cohn, Joshua A. Grochow, Chris Umans:
Which groups are amenable to proving exponent two for matrix multiplication? - Attila Szolnoki, Matjaz Perc:
Evolutionary dynamics of cooperation in neutral populations. - Tatjana Chavdarova, François Fleuret:
SGAN: An Alternative Training of Generative Adversarial Networks. - Alice Allen, Peter J. Teuben, G. Bruce Berriman, Kimberly DuPrie, Keith Shortridge, Rein Warmels:
Software metadata: How much is enough? - Giuseppe Pica, Eugenio Piasini, Houman Safaai, Caroline A. Runyan, Mathew E. Diamond, Tommaso Fellin, Christoph Kayser, Christopher D. Harvey, Stefano Panzeri:
Quantifying how much sensory information in a neural code is relevant for behavior. - Yunpeng Li, Ivan Kiskin, Davide Zilli, Marianne Sinka, Henry C. B. Chan, Kathy Willis, Stephen J. Roberts:
Cost-sensitive detection with variational autoencoders for environmental acoustic sensing. - Lucas Roberts, Leo Razoumov, Lin Su, Yuyang Wang:
Gini-regularized Optimal Transport with an Application to Spatio-Temporal Forecasting. - Jianqiao Wangni, Jingwei Zhuo, Jun Zhu:
Learning Random Fourier Features by Hybrid Constrained Optimization. - Nishal Silva, Chathuranga Weeraddana:
On Musical Onset Detection via the S-Transform. - Jakob L. Andersen, Christoph Flamm, Daniel Merkle, Peter F. Stadler:
Chemical Transformation Motifs - Modelling Pathways as Integer Hyperflows. - Carles Roger Riera Molina, Oriol Pujol Vila:
Solving internal covariate shift in deep learning with linked neurons. - Beyza Ermis, Ali Taylan Cemgil:
Differentially Private Variational Dropout. - Himanshu Thapliyal, Nagarajan Ranganathan:
Design of Efficient Reversible Logic Based Binary and BCD Adder Circuits. - Gaëlle Loosli, Hattoibe Aboubacar:
Using SVDD in SimpleMKL for 3D-Shapes Filtering. - Andreas Svensson, Dave Zachariah, Thomas B. Schön:
How consistent is my model with the data? Information-Theoretic Model Check. - Zilin Jiang, Nikita Polyanskii:
On the metric dimension of Cartesian powers of a graph. - Garrett B. Goh, Charles Siegel, Abhinav Vishnu, Nathan O. Hodas:
ChemNet: A Transferable and Generalizable Deep Neural Network for Small-Molecule Property Prediction. - Thomas Hehn, Fred A. Hamprecht:
End-to-end Learning of Deterministic Decision Trees. - Seyed Mehran Kazemi, David Poole:
RelNN: A Deep Neural Model for Relational Learning. - Amir Ahmadi-Javid, Mohsen Ebadi:
Remarks on Bayesian Control Charts. - Shabab Bazrafkan, Shejin Thavalengal, Peter Corcoran:
An End to End Deep Neural Network for Iris Segmentation in Unconstraint Scenarios. - Panagiotis A. Traganitis, Alba Pagès-Zamora, Georgios B. Giannakis:
Blind Multi-class Ensemble Learning with Unequally Reliable Classifiers. - David Yang Gao:
On Topology Optimization and Canonical Duality Method. - Janosch Döcker, Leo van Iersel, Steven Kelk, Simone Linz:
Deciding the existence of a cherry-picking sequence is hard on two trees. - Bin Zhou, Xiao-Yong Yan, Xiao-Ke Xu, Xiao-Ting Xu, Nian-Xin Wang:
Evolutionary of Online Social Networks Driven by Pareto Wealth Distribution and Bidirectional Preferential Attachment. - Nikola Simidjievski, Jovan Tanevski, Bernard Zenko, Zoran Levnajic, Ljupco Todorovski, Saso Dzeroski:
Decoupling approximation robustly reconstructs directed dynamical networks. - Sascha Kurz, Alexander Mayer, Stefan Napel:
Weighted Committee Games. - Andrey Kupavskii, János Pach, Gábor Tardos:
Tilings of the plane with unit area triangles of bounded diameter. - Xue Lu, Niall M. Adams, Nikolas Kantas:
On Adaptive Estimation for Dynamic Bernoulli Bandits. - Simon Mak, Yao Xie:
Maximum entropy low-rank matrix recovery. - Sam Sinai, Eric D. Kelsic, George M. Church, Martin A. Nowak:
Variational auto-encoding of protein sequences. - Rui Chen, Changshui Yang, Huizhu Jia, Xiaodong Xie:
Noise Level Estimation for Overcomplete Dictionary Learning Based on Tight Asymptotic Bounds. - Connor Paddock, Jianxin Chen:
A Characterization of Antidegradable Qubit Channels. - Linfeng Zhang, Han Wang, Weinan E:
Reinforced dynamics for enhanced sampling in large atomic and molecular systems. I. Basic Methodology. - Zahra Shakeri, Anand D. Sarwate, Waheed U. Bajwa:
Identifiability of Kronecker-structured Dictionaries for Tensor Data. - Edgar Xi, Selina Bing, Yang Jin:
Capsule Network Performance on Complex Data. - Inna A. Belashova, Vladimir V. Bochkarev:
Comparative analysis of criteria for filtering time series of word usage frequencies. - Samith Abeywickrama, Tharaka Samarasinghe, Chin Keong Ho:
Wireless Energy Beamforming Using Signal Strength Feedback. - Ting-Kam Leonard Wong:
Logarithmic divergences from optimal transport and Rényi geometry. - Han Wang, Linfeng Zhang, Jiequn Han, Weinan E:
DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamics. - Mathieu Hoyrup:
Results in descriptive set theory on some represented spaces. - María Pérez-Ortiz, Rafal K. Mantiuk:
A practical guide and software for analysing pairwise comparison experiments. - Zlatan Ajanovic, Michael Stolz, Martin Horn:
Novel model-based heuristics for energy optimal motion planning of an autonomous vehicle using A. - Bin Yu, Karl Kumbier:
Artificial Intelligence and Statistics. - Samuele Giraudo:
Operads in algebraic combinatorics. - Yaoguang Li, Wei Cui, Cong Wang:
Identifying the Mislabeled Training Samples of ECG Signals using Machine Learning. - Daniel Martin Katz, Michael James Bommarito II, Josh Blackman:
Crowdsourcing accurately and robustly predicts Supreme Court decisions. - Ferenc Huszár:
On Quadratic Penalties in Elastic Weight Consolidation. - Alexander Liniger, John Lygeros:
A Non-Cooperative Game Approach to Autonomous Racing. - Vladimir Edemskiy:
The linear complexity of new binary cyclotomic sequences of period pn. - Woojin Kim, Facundo Mémoli:
Stable Signatures for Dynamic Metric Spaces via Zigzag Persistent Homology. - Benjamin Grimmer:
Convergence Rates for Deterministic and Stochastic Subgradient Methods Without Lipschitz Continuity. - Alex Lamb, R. Devon Hjelm, Yaroslav Ganin, Joseph Paul Cohen, Aaron C. Courville, Yoshua Bengio:
GibbsNet: Iterative Adversarial Inference for Deep Graphical Models. - Tyler H. Summers, Maryam Kamgarpour:
Performance guarantees for greedy maximization of non-submodular set functions in systems and control. - Janosch Döcker, Simone Linz:
On the existence of a cherry-picking sequence. - Michael Erdmann:
Topology of Privacy: Lattice Structures and Information Bubbles for Inference and Obfuscation. - Simone Linz, Charles Semple:
Attaching leaves and picking cherries to characterise the hybridisation number for a set of phylogenies. - Yoshihiro Nagano, Ryo Karakida, Masato Okada:
Concept Formation and Dynamics of Repeated Inference in Deep Generative Models. - Steven Chaplick, Maximilian Fürst, Frédéric Maffray, Dieter Rautenbach:
On some Graphs with a Unique Perfect Matching. - Wieland Brendel, Jonas Rauber, Matthias Bethge:
Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box Machine Learning Models. - Wei Su, Jin Guo, Xianzhong Chen, Ge Chen:
Robust Fragmentation Modeling of Hegselmann-Krause-Type Dynamics. - Amrita Gupta, Mehrdad Farajtabar, Bistra Dilkina, Hongyuan Zha:
Hawkes Processes for Invasive Species Modeling and Management. - Xiaohao Cai, Luke Pratley, Jason D. McEwen:
Online radio interferometric imaging: assimilating and discarding visibilities on arrival. - Steve Huntsman:
Topological mixture estimation. - Farshad Harirchi, Omar A. Khalil, Sijia Liu, Paolo Elvati, Angela Violi, Alfred O. Hero III:
A Data-Driven Sparse-Learning Approach to Model Reduction in Chemical Reaction Networks. - Jason N. Gross, Cagri Kilic, Todd E. Humphreys:
Maximum-Likelihood Power-Distortion Monitoring for GNSS Signal Authentication. - Jun Wu:
To Refine or Not to Refine: Topology Optimization of Adaptively Refined Infill Structures for Additive Manufacturing. - Thanh N. Dang, Robin Thomas:
Minors of two-connected graphs of large path-width. - Fabian-Robert Stöter, Soumitro Chakrabarty, Bernd Edler, Emanuël A. P. Habets:
Classification vs. Regression in Supervised Learning for Single Channel Speaker Count Estimation. - David M. Schwartz, Onur Ozan Koyluoglu:
On the organization of grid and place cells: Neural de-noising via subspace learning. - Igor Halperin:
QLBS: Q-Learner in the Black-Scholes(-Merton) Worlds. - Igor Halperin:
Inverse Reinforcement Learning for Marketing. - Tobias Sutter:
Convex programming in optimal control and information theory. - George Philipp, Seunghak Lee, Eric P. Xing:
Stability Selection for Structured Variable Selection. - Karttikeya Mangalam, Tanaya Guha:
Learning Spontaneity to Improve Emotion Recognition In Speech. - Tom Hope, Dafna Shahaf:
Ballpark Crowdsourcing: The Wisdom of Rough Group Comparisons. - Lei Lin, Zhengbing He, Srinivas Peeta, Xuejin Wen:
Predicting Station-level Hourly Demands in a Large-scale Bike-sharing Network: A Graph Convolutional Neural Network Approach. - Alexandre Lacoste, Thomas Boquet, Negar Rostamzadeh, Boris N. Oreshkin, Wonchang Chung, David Krueger:
Deep Prior. - Robert D. Young:
Press-Dyson Analysis of Asynchronous, Sequential Prisoner's Dilemma. - Ippei Obayashi:
Volume Optimal Cycle: Tightest representative cycle of a generator on persistent homology. - Jan Goedgebeur, Addie Neyt, Carol T. Zamfirescu:
Structural and computational results on platypus graphs. - (Withdrawn) Data Structures for Representing Symmetry in Quadratically Constrained Quadratic Programs.
- Miguel Aguilera, Manuel Glez Bedia:
Adaptation to criticality through organizational invariance in embodied agents. - Tobias Fritz, Paolo Perrone:
A Probability Monad as the Colimit of Finite Powers. - Serguei Popov, Olivia Saa, Paulo Finardi:
Equilibria in the Tangle. - Atsushi Nitanda, Taiji Suzuki:
Stochastic Particle Gradient Descent for Infinite Ensembles. - Christopher Slezak, Aditya Dhananjay, Sundeep Rangan:
60 GHz Blockage Study Using Phased Arrays. - Irène Marcovici, Mathieu Sablik, Siamak Taati:
Ergodicity of some classes of cellular automata subject to noise. - Kyriakos Polymenakos, Alessandro Abate, Stephen J. Roberts:
Safe Policy Search with Gaussian Process Models. - Tao Shan, Wei Tang, Xunwang Dang, Maokun Li, Fan Yang, Shenheng Xu, Ji Wu:
Study on a Poisson's Equation Solver Based On Deep Learning Technique. - M. Maezawa, K. Imafuku, M. Hidaka, H. Koike, S. Kawabata:
Design of Quantum Annealing Machine for Prime Factoring. - Guangxi Li, Jinmian Ye, Haiqin Yang, Di Chen, Shuicheng Yan, Zenglin Xu:
BT-Nets: Simplifying Deep Neural Networks via Block Term Decomposition. - Han Cheng Lie, Timothy John Sullivan, Aretha L. Teckentrup:
Random forward models and log-likelihoods in Bayesian inverse problems. - Vyacheslav I. Yukalov, Elizaveta P. Yukalova, Didier Sornette:
Information Processing by Networks of Quantum Decision Makers. - José Henrique de Morais Goulart, Pierre Comon:
On the minimal ranks of matrix pencils and the existence of a best approximate block-term tensor decomposition. - Brian Bierig, Jonathan Hollenbeck, Alexander Stroud:
Understanding Career Progression in Baseball Through Machine Learning. - Benjamin A. Burton:
The HOMFLY-PT polynomial is fixed-parameter tractable. - Cheng-Yu Hung, Mostafa Kaveh:
Low Rank Matrix Recovery for Joint Array Self-Calibration and Sparse Model DoA Estimation. - Alexandru-Ionut Babeanu, Jorinde van de Vis, Diego Garlaschelli:
Ultrametricity increases the predictability of cultural dynamics. - Amir Karami:
Taming Wild High Dimensional Text Data with a Fuzzy Lash. - Ulrich Langer, Svetlana Matculevich, Sergey I. Repin:
Guaranteed error control bounds for the stabilised space-time IgA approximations to parabolic problems. - Nak-seung Patrick Hyun, Patricio A. Vela, Erik I. Verriest:
Bendable Cuboid Robot Path Planning with Collision Avoidance using Generalized Lp Norms. - Bhavya Kailkhura, Jayaraman J. Thiagarajan, Charvi Rastogi, Pramod K. Varshney, Peer-Timo Bremer:
A Spectral Approach for the Design of Experiments: Design, Analysis and Algorithms. - Akshit Goyal, Veronika Dubinkina, Sergei Maslov:
Microbial community structure predicted by the stable marriage problem. - Bartlomiej Bosek, Jaroslaw Grytczuk, William T. Trotter:
Local Dimension is Unbounded for Planar Posets. - Sivaraman Balakrishnan, Larry A. Wasserman:
Hypothesis Testing for High-Dimensional Multinomials: A Selective Review. - Rudy Raymond, Takayuki Osogami, Sakyasingha Dasgupta:
Dynamic Boltzmann Machines for Second Order Moments and Generalized Gaussian Distributions. - Kolja Knauer, Petru Valicov:
Cuts in matchings of 3-edge-connected cubic graphs. - David Alvarez-Melis, Tommi S. Jaakkola, Stefanie Jegelka:
Structured Optimal Transport. - Kuang Gong, Jaewon Yang, Kyung Sang Kim, Georges El Fakhri, Youngho Seo, Quanzheng Li:
Attenuation Correction for Brain PET imaging using Deep Neural Network based on Dixon and ZTE MR images. - Cameron Carlin, Long Van Ho, David R. Ledbetter, Melissa Aczon, Randall C. Wetzel:
Predicting Individual Physiologically Acceptable States for Discharge from a Pediatric Intensive Care Unit. - Michal Adamaszek, Henry Adams, Ellen Gasparovic, Maria Gommel, Emilie Purvine, Radmila Sazdanovic, Bei Wang, Yusu Wang, Lori Ziegelmeier:
Vietoris-Rips and Cech Complexes of Metric Gluings. - Brian E. Moore, Chen Gao, Raj Rao Nadakuditi:
Panoramic Robust PCA for Foreground-Background Separation on Noisy, Free-Motion Camera Video. - Yu-Ao Chen, Xiao-Shan Gao:
Quantum Algorithms for Boolean Equation Solving and Quantum Algebraic Attack on Cryptosystems. - Zhuoran Yang, Lin F. Yang, Ethan X. Fang, Tuo Zhao, Zhaoran Wang, Matey Neykov:
Misspecified Nonconvex Statistical Optimization for Phase Retrieval. - Takashi Matsubara, Tetsuo Tashiro, Kuniaki Uehara:
Deep Neural Generative Model of Functional MRI Images for Psychiatric Disorder Diagnosis. - Omar A. Khalil, Farshad Harirchi, Doohyun Kim, Sijia Liu, Paolo Elvati, Angela Violi, Alfred O. Hero III:
Model Reduction in Chemical Reaction Networks: A Data-Driven Sparse-Learning Approach. - Luca Franceschi, Michele Donini, Paolo Frasconi, Massimiliano Pontil:
A Bridge Between Hyperparameter Optimization and Larning-to-learn. - Dmitry V. Gribanov, Dmitriy S. Malyshev, Panos M. Pardalos, Sergey I. Veselov:
FPT-algorithms for some problems related to integer programming. - Mathieu Génois, Alain Barrat:
Can co-location be used as a proxy for face-to-face contacts? - Andris Ambainis:
Understanding Quantum Algorithms via Query Complexity. - Erik Bodin, Iman Malik, Carl Henrik Ek, Neill D. F. Campbell:
Nonparametric Inference for Auto-Encoding Variational Bayes. - Yaodong Yu, Pan Xu, Quanquan Gu:
Third-order Smoothness Helps: Even Faster Stochastic Optimization Algorithms for Finding Local Minima. - Yash Deshpande, Lester W. Mackey, Vasilis Syrgkanis, Matt Taddy:
Accurate Inference for Adaptive Linear Models. - Kriste Krstovski, Michael J. Kurtz, David A. Smith, Alberto Accomazzi:
Multilingual Topic Models. - Jiajun Shen, Yali Amit:
Deformable Classifiers. - Jun Kitazono, Ryota Kanai, Masafumi Oizumi:
Efficient Algorithms for Searching the Minimum Information Partition in Integrated Information Theory. - Alexander D. Gilbert, Frances Y. Kuo, Dirk Nuyens, Grzegorz W. Wasilkowski:
Efficient implementations of the Multivariate Decomposition Method for approximating infinite-variate integrals. - Iris Agresti, Niko Viggianiello, Fulvio Flamini, Nicolò Spagnolo, Andrea Crespi, Roberto Osellame, Nathan Wiebe, Fabio Sciarrino:
Pattern recognition techniques for Boson Sampling validation. - Marco Forti:
A topological interpretation of three Leibnizian principles within the functional extensions. - Huiqin Xie, Li Yang:
Quantum impossible differential and truncated differential cryptanalysis. - Zhenfeng Cao, Minzhang Zheng, Pedro D. Manrique, Zhou He, Neil F. Johnson:
Online human aggregation under pressure moves beyond preferential attachment. - Adil Salim, Pascal Bianchi, Walid Hachem:
Snake: a Stochastic Proximal Gradient Algorithm for Regularized Problems over Large Graphs. - Marta M. Stepniewska-Dziubinska, Piotr Zielenkiewicz, Pawel Siedlecki:
Pafnucy - A deep neural network for structure-based drug discovery. - Shahin Shahrampour, Ahmad Beirami, Vahid Tarokh:
On Data-Dependent Random Features for Improved Generalization in Supervised Learning. - Jayaraman J. Thiagarajan, Shusen Liu, Karthikeyan Natesan Ramamurthy, Peer-Timo Bremer:
Exploring High-Dimensional Structure via Axis-Aligned Decomposition of Linear Projections. - Li Chen, Yanjun Xie, Jie Sun, Niranjan Balu, Mahmud Mossa-Basha, Kristi Pimentel, Thomas S. Hatsukami, Jenq-Neng Hwang, Chun Yuan:
Y-net: 3D intracranial artery segmentation using a convolutional autoencoder. - Chao Chen, Hadi Pouransari, Sivasankaran Rajamanickam, Erik G. Boman, Eric Darve:
A distributed-memory hierarchical solver for general sparse linear systems. - Andrea Carracedo Rodriguez, Serkan Gugercin, Jeff Borggaard:
Interpolatory Model Reduction of Parameterized Bilinear Dynamical Systems. - Kevin H. Lee, Lingzhou Xue, David R. Hunter:
Model-Based Clustering of Time-Evolving Networks through Temporal Exponential-Family Random Graph Models. - Hong Wang, Ashkan Rezaei, Brian D. Ziebart:
Adversarial Structured Prediction for Multivariate Measures. - Alessandro Zocca, Bert Zwart:
Optimization of stochastic lossy transport networks and applications to power grids. - Yu-Pin Hsu, Eytan H. Modiano, Lingjie Duan:
Scheduling Algorithms for Minimizing Age of Information in Wireless Broadcast Networks with Random Arrivals. - Vishwak Srinivasan, Adepu Ravi Sankar, Vineeth N. Balasubramanian:
ADINE: An Adaptive Momentum Method for Stochastic Gradient Descent. - Markus Wulfmeier, Alex Bewley, Ingmar Posner:
Incremental Adversarial Domain Adaptation. - Robert P. W. Duin, Sergey Verzakov:
Fast kNN mode seeking clustering applied to active learning. - Alessandro Lumino, Emanuele Polino, Adil S. Rab, Giorgio Milani, Nicolò Spagnolo, Nathan Wiebe, Fabio Sciarrino:
Experimental Phase Estimation Enhanced By Machine Learning. - Daniel Krefl, Stefano Carrazza, Babak Haghighat, Jens Kahlen:
Riemann-Theta Boltzmann Machine. - Areejit Samal, R. P. Sreejith, Jiao Gu, Shiping Liu, Emil Saucan, Jürgen Jost:
Comparative analysis of two discretizations of Ricci curvature for complex networks. - Nikoleta E. Glynatsi, Vincent A. Knight, Tamsin E. Lee:
An Evolutionary Game Theoretic Model of Rhino Horn Devaluation. - Mauro Annarumma, Giovanni Montana:
Deep metric learning for multi-labelled radiographs. - Pedro V. Silva, Alexander Zakharov:
On finitely generated submonoids of free groups. - Sujay Bhatt, Vikram Krishnamurthy:
Controlled Information Fusion with Risk-Averse CVaR Social Sensors. - Louigi Addario-Berry, Luc Devroye, Gábor Lugosi, Roberto Imbuzeiro Oliveira:
Local optima of the Sherrington-Kirkpatrick Hamiltonian. - Amal Agarwal, Lingzhou Xue:
Model-Based Clustering of Nonparametric Weighted Networks. - Satoshi Takabe, Takafumi Nakano, Tadashi Wadayama:
Fault Tolerance of Random Graphs with respect to Connectivity: Phase Transition in Logarithmic Average Degree. - Takashi Kurokawa, Taihei Oki, Hiromichi Nagao:
Multi-dimensional Graph Fourier Transform. - Léon Bottou, Martín Arjovsky, David Lopez-Paz, Maxime Oquab:
Geometrical Insights for Implicit Generative Modeling. - Armen E. Allahverdyan, Greg Ver Steeg, Aram Galstyan:
Memory-induced mechanism for self-sustaining activity in networks. - Jimmy Devillet:
Bisymmetric and quasitrivial operations: characterizations and enumerations. - Jan Goedgebeur, Edita Mácajová, Martin Skoviera:
Smallest snarks with oddness 4 and cyclic connectivity 4 have order 44. - Shihui Fu, Xiutao Feng, Dongdai Lin, Qiang Wang:
A Recursive Construction of Permutation Polynomials over Fq2 with Odd Characteristic from Rédei Functions. - Prateek Jain, Purushottam Kar:
Non-convex Optimization for Machine Learning. - Jean Cardinal, Vera Sacristán, Rodrigo I. Silveira:
A Note on Flips in Diagonal Rectangulations. - Axel Dahlberg, Stephanie Wehner:
SimulaQron - A simulator for developing quantum internet software. - Olivier Perrotin, Ian McLoughlin:
On the Use of a Spectral Glottal Model for the Source-filter Separation of Speech. - Sebastiaan Höppner, Eugen Stripling, Bart Baesens, Seppe vanden Broucke, Tim Verdonck:
Profit Driven Decision Trees for Churn Prediction. - Aaron Tohuvavohu:
Improving science yield for NASA Swift with automated planning technologies. - Thomas Lewiner, Tiago Novello, João Paixão, Carlos Tomei:
Discrete Gradient Line Fields on Surfaces. - Valerio Bertone, Michiel Botje:
A C++ interface to QCDNUM. - Edward Raff, Jared Sylvester, Steven Mills:
Fair Forests: Regularized Tree Induction to Minimize Model Bias. - Erika Mackin, Stacy Patterson:
Submodular Optimization for Consensus Networks with Noise-Corrupted Leaders. - Tengyuan Liang:
How Well Can Generative Adversarial Networks (GAN) Learn Densities: A Nonparametric View. - Edgard Muñoz-Coreas, Himanshu Thapliyal:
T-count and Qubit Optimized Quantum Circuit Design of the Non-Restoring Square Root Algorithm. - Jonas A. Actor, Matthew G. Knepley:
An Algorithm for Computing Lipschitz Inner Functions in Kolmogorov's Superposition Theorem. - Tayyab Mehmood:
COOJA Network Simulator: Exploring the Infinite Possible Ways to Compute the Performance Metrics of IOT Based Smart Devices to Understand the Working of IOT Based Compression & Routing Protocols. - Sanjeev Saxena:
A simple introduction to Karmarkar's Algorithm for Linear Programming. - Sayan Nag, Shankha Sanyal, Archi Banerjee, Ranjan Sengupta, Dipak Ghosh:
Music of Brain and Music on Brain: A Novel EEG Sonification approach. - Roberto Onofrio:
A proposal for a quantitative indicator of original research output. - Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki:
Inverse Classification for Comparison-based Interpretability in Machine Learning. - Yann Ollivier:
True Asymptotic Natural Gradient Optimization. - Jinlu Li:
Infinitely Split Nash Equilibrium Problems in Repeated Games. - Brian K. Spears:
Contemporary machine learning: a guide for practitioners in the physical sciences. - Rémi Le Priol, Alexandre Piché, Simon Lacoste-Julien:
Adaptive Stochastic Dual Coordinate Ascent for Conditional Random Fields. - Vivien Londe, Anthony Leverrier:
Golden codes: quantum LDPC codes built from regular tessellations of hyperbolic 4-manifolds. - Birgit Komander, Dirk A. Lorenz, Lena Vestweber:
Denoising of image gradients and total generalized variation denoising. - Paulin Jacquot, Olivier Beaude, Stéphane Gaubert, Nadia Oudjane:
Analysis and Implementation of a Hourly Billing Mechanism for Demand Response Management. - Anna L. Smith, Dena Marie Asta, Catherine A. Calder:
The Geometry of Continuous Latent Space Models for Network Data. - Artem Hulko, Mark Whitmeyer:
The Parable of the Fruit Sellers Or, A Game of Random Variables. - Angelos Aveklouris, Yorie Nakahira, Maria Vlasiou, Bert Zwart:
Electric vehicle charging: a queueing approach. - Jianwei Zhang, Xu Chen, Xuezhong Xiao:
Texture Object Segmentation Based on Affine Invariant Texture Detection. - Paul Catala, Vincent Duval, Gabriel Peyré:
A Low-Rank Approach to Off-The-Grid Sparse Deconvolution. - Andreas I. Koutrouvelis, Thomas W. Sherson, Richard Heusdens, Richard C. Hendriks:
A Low-Cost Robust Distributed Linearly Constrained Beamformer for Wireless Acoustic Sensor Networks with Arbitrary Topology. - Koki Tsuyuzaki, Itoshi Nikaido:
Biological Systems as Heterogeneous Information Networks: A Mini-review and Perspectives. - Jian Gao:
Maximizing the Collective Learning Effects in Regional Economic Development. - Ahmed M. Alaa, Mihaela van der Schaar:
Bayesian Nonparametric Causal Inference: Information Rates and Learning Algorithms. - Aike Alexander Steentoft, Ate Poorthuis, Bu-Sung Lee, Markus Schläpfer:
The Canary in the City: Indicator Groups as Predictors of Urban Change. - Tiago P. Peixoto, Laetitia Gauvin:
Change points, memory and epidemic spreading in temporal networks. - Manoj Changat, Prasanth G. Narasimha-Shenoi, Ferdoos Hossein Nezhad, Matjaz Kovse, Shilpa Mohandas, Abisha Ramachandran, Peter F. Stadler:
Topological Representation of the Transit Sets of k-Point Crossover Operators. - Jonathan Rollin:
Minimal Ordered Ramsey Graphs. - Bai Li, Changyou Chen, Hao Liu, Lawrence Carin:
On Connecting Stochastic Gradient MCMC and Differential Privacy. - Romain Cosentino, Randall Balestriero, Richard G. Baraniuk, Ankit B. Patel:
Overcomplete Frame Thresholding for Acoustic Scene Analysis. - Luis M. Briceño-Arias, Giovanni Chierchia, Emilie Chouzenoux, Jean-Christophe Pesquet:
A Random Block-Coordinate Douglas-Rachford Splitting Method with Low Computational Complexity for Binary Logistic Regression. - Priyadarshini Panda, Kaushik Roy:
Chaos-guided Input Structuring for Improved Learning in Recurrent Neural Networks. - Alexander Poremba:
Quantum Learning Algorithms and Post-Quantum Cryptography. - Samaneh Aghajanbaglo, Sobhan Moosavi, Maseud Rahgozar, Amir Rahimi:
Predicting protein-protein interactions based on rotation of proteins in 3D-space. - Mikhail Tsitsvero, Pierre Borgnat, Paulo Gonçalves:
Analytic signal in many dimensions. - Gintare Karolina Dziugaite, Daniel M. Roy:
Entropy-SGD optimizes the prior of a PAC-Bayes bound: Data-dependent PAC-Bayes priors via differential privacy. - Rajiv Khanna, Anastasios Kyrillidis:
IHT dies hard: Provable accelerated Iterative Hard Thresholding. - Eli Shlizerman, Lucio M. Dery, Hayden Schoen, Ira Kemelmacher-Shlizerman:
Audio to Body Dynamics. - Aritra Ghosh, Himanshu Kumar, P. S. Sastry:
Robust Loss Functions under Label Noise for Deep Neural Networks. - Saurabh K. Bose, Joshua B. Mallinson, Rodrigo M. Gazoni, Simon A. Brown:
Stable Self-Assembled Atomic-Switch Networks for Neuromorphic Applications. - Esben Jannik Bjerrum:
DeepIEP: a Peptide Sequence Model of Isoelectric Point (IEP/pI) using Recurrent Neural Networks (RNNs). - Marco Aldi, Niel de Beaudrap, Sevag Gharibian, Seyran Saeedi:
On efficiently solvable cases of Quantum k-SAT. - Malvika Singh, Sneha Mandan, Smriti Sharma:
Power Plexus: A network based analysis. - DJ Strouse, David J. Schwab:
The information bottleneck and geometric clustering. - Nicolas Loizou, Peter Richtárik:
Momentum and Stochastic Momentum for Stochastic Gradient, Newton, Proximal Point and Subspace Descent Methods. - Amir Kafshdar Goharshady, Fatemeh Mohammadi:
A Short Note on Parameterized Computation of Network Reliability with respect to Treewidth. - Bethany Lusch, J. Nathan Kutz, Steven L. Brunton:
Deep learning for universal linear embeddings of nonlinear dynamics. - Charles Y. Zheng, Rakesh Achanta, Yuval Benjamini:
Extrapolating Expected Accuracies for Large Multi-Class Problems. - Gerhard Kurz, Igor Gilitschenski, Florian Pfaff, Lukas Drude, Uwe D. Hanebeck, Reinhold Haeb-Umbach, Roland Yves Siegwart:
Directional Statistics and Filtering Using libDirectional. - Nedasadat Hosseinidehaj, Robert A. Malaney, Soon Xin Ng, Lajos Hanzo:
Satellite-Based Continuous-Variable Quantum Communications: State-of-the-Art and a Predictive Outlook. - Mansoor Sheikh, A. C. C. Coolen:
Accurate Bayesian Data Classification without Hyperparameter Cross-validation. - A. V. Duplinskiy, Evgeniy O. Kiktenko, Nikolay O. Pozhar, Maxim N. Anufriev, R. P. Ermakov, A. I. Kotov, A. V. Brodsky, R. R. Yunusov, V. L. Kurochkin, Aleksey K. Fedorov, Y. V. Kurochkin:
Quantum-secured data transmission in urban fibre-optic communication lines. - Yanning Shen, Tianyi Chen, Georgios B. Giannakis:
Online Ensemble Multi-kernel Learning Adaptive to Non-stationary and Adversarial Environments. - Hong Chang, Meng Ji, Xueliang Li, Jingshu Zhang:
Conflict-free connection of trees. - Vira Semenova:
Machine Learning for Partial Identification: Example of Bracketed Data. - Gordey B. Lesovik, I. A. Sadovskyy, M. V. Suslov, Andrey V. Lebedev, Valerii M. Vinokur:
Arrow of time and its reversal on IBM quantum computer. - Marco Martinolli, Wulfram Gerstner, Aditya Gilra:
Multi-timescale memory dynamics in a reinforcement learning network with attention-gated memory. - Yao Zhang, WoongJe Sung, Dimitri Mavris:
Application of Convolutional Neural Network to Predict Airfoil Lift Coefficient. - Neil K. Dhingra, Marcello Colombino, Mihailo R. Jovanovic:
Structured decentralized control of positive systems with applications to combination drug therapy and leader selection in directed networks. - Aditya Gilra, Wulfram Gerstner:
Non-linear motor control by local learning in spiking neural networks. - Afonso S. Bandeira, Ben Blum-Smith, Amelia Perry, Jonathan Weed, Alexander S. Wein:
Estimation under group actions: recovering orbits from invariants. - Mohammad Amin Khorsandi, Nader Karimi, Shadrokh Samavi:
Polyp detection inside the capsule endoscopy: an approach for power consumption reduction. - Michal Maciejewski, Pascal Bayrasy, Klaus Wolf, Michal Wilczek, Bernhard Auchmann, Tina Griesemer, Lorenzo Bortot, Marco Prioli, Alejandro Manuel Fernandez Navarro, Sebastian Schöps, Idoia Cortes Garcia, Arjan Verweij:
Coupling of Magneto-Thermal and Mechanical Superconducting Magnet Models by Means of Mesh-Based Interpolation. - Aleksandrs Belovs:
Quantum Lower Bound for a Tripartite Version of the Hidden Shift Problem. - Siddhant Singh, Shivang Srivastava, Prasanta K. Panigrahi:
Quantum secret sharing for a multipartite system under energy dissipation. - Adrien Meynard, Bruno Torrésani:
Spectral analysis for non-stationary audio. - Ernest K. Ryu, Yongxin Chen, Wuchen Li, Stanley J. Osher:
Vector and Matrix Optimal Mass Transport: Theory, Algorithm, and Applications. - Hongbo Jia:
First Draft on the xInf Model for Universal Physical Computation and Reverse Engineering of Natural Intelligence. - Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Communications and Control for Wireless Drone-Based Antenna Array. - Michela Paganini, Luke de Oliveira, Benjamin Nachman:
CaloGAN: Simulating 3D High Energy Particle Showers in Multi-Layer Electromagnetic Calorimeters with Generative Adversarial Networks. - Pranav Rajpurkar, Jeremy Irvin, Aarti Bagul, Daisy Yi Ding, Tony Duan, Hershel Mehta, Brandon Yang, Kaylie Zhu, Dillon Laird, Robyn L. Ball, Curtis P. Langlotz, Katie S. Shpanskaya, Matthew P. Lungren, Andrew Y. Ng:
MURA Dataset: Towards Radiologist-Level Abnormality Detection in Musculoskeletal Radiographs. - William G. P. Mayner, William Marshall, Larissa Albantakis, Graham Findlay, Robert Marchman, Giulio Tononi:
PyPhi: A toolbox for integrated information theory. - Bin Rén, Laurent Pueyo, Guangtun Ben Zhu, John Debes, Gaspard Duchêne:
Non-negative Matrix Factorization: Robust Extraction of Extended Structures. - Jelena Diakonikolas, Lorenzo Orecchia:
The Approximate Duality Gap Technique: A Unified Theory of First-Order Methods. - Stefan Felsner, Linda Kleist, Torsten Mütze, Leon Sering:
Rainbow cycles in flip graphs. - Zheng Wei, Erin M. Conlon:
Parallel Markov Chain Monte Carlo for Bayesian Hierarchical Models with Big Data, in Two Stages. - Luis Núñez-Betancourt, Yuriko Pitones, Rafael H. Villarreal:
Footprint and minimum distance functions. - Jaron Sanders, Alexandre Proutière, Se-Young Yun:
Clustering in Block Markov Chains. - Rubén Sevilla, Matteo Giacomini, Antonio Huerta:
A face-centred finite volume method for second-order elliptic problems. - Hasham Ul Haq, Rameel Ahmad, Sibt ul Hussain:
Intelligent EHRs: Predicting Procedure Codes From Diagnosis Codes.
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