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ORCIDShumeet Baluja
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2020 – today
- 2023
[j23]Shumeet Baluja
:
The infinite doodler: expanding textures within tightly constrained manifolds. Vis. Comput. 39(8): 3271-3283 (2023)- [i12]David Marwood, Shumeet Baluja, Yair Alon:
Diversity and Diffusion: Observations on Synthetic Image Distributions with Stable Diffusion. CoRR abs/2311.00056 (2023) - 2022
- [j22]Shumeet Baluja:
A natural representation of colors with textures. Vis. Comput. 38(9): 3267-3278 (2022) - [c61]Michele Covell, David Marwood, Shumeet Baluja:
Adding Non-Linear Context to Deep Networks. ICIP 2022: 671-675 - 2021
- [c60]Shumeet Baluja, David Marwood, Michele Covell:
Interpretable Actions: Controlling Experts with Understandable Commands. AAAI 2021: 4912-4922 - [c59]David Marwood, Shumeet Baluja:
Contextual Convolution Blocks. BMVC 2021: 135 - [i11]Shumeet Baluja:
Texture for Colors: Natural Representations of Colors Using Variable Bit-Depth Textures. CoRR abs/2105.01768 (2021) - 2020
- [j21]Shumeet Baluja:
Hiding Images within Images. IEEE Trans. Pattern Anal. Mach. Intell. 42(7): 1685-1697 (2020)
2010 – 2019
- 2019
- [c58]Shumeet Baluja, David Marwood, Nick Johnston, Michele Covell:
Learning to Render Better Image Previews. ICIP 2019: 1700-1704 - [i10]Michele Covell, David Marwood, Shumeet Baluja, Nick Johnston:
Table-Based Neural Units: Fully Quantizing Networks for Multiply-Free Inference. CoRR abs/1906.04798 (2019) - 2018
- [c57]Shumeet Baluja, Ian Fischer:
Learning to Attack: Adversarial Transformation Networks. AAAI 2018: 2687-2695 - [c56]David Marwood, Pascal Massimino, Michele Covell, Shumeet Baluja:
Representing Images in 200 Bytes: Compression via Triangulation. ICIP 2018: 405-409 - [c55]Shumeet Baluja:
Continuous Selection of Optimized Traffic Light Schedules: A Machine Learning Approach. ITSC 2018: 3205-3211 - [i9]Shumeet Baluja:
Empirical Explorations in Training Networks with Discrete Activations. CoRR abs/1801.05156 (2018) - [i8]David Marwood, Pascal Massimino, Michele Covell, Shumeet Baluja:
Representing Images in 200 Bytes: Compression via Triangulation. CoRR abs/1809.02257 (2018) - [i7]Shumeet Baluja, David Marwood, Michele Covell, Nick Johnston:
No Multiplication? No Floating Point? No Problem! Training Networks for Efficient Inference. CoRR abs/1809.09244 (2018) - [i6]Shumeet Baluja, David Marwood, Nick Johnston, Michele Covell:
Neural Image Decompression: Learning to Render Better Image Previews. CoRR abs/1812.02831 (2018) - 2017
- [j20]Shumeet Baluja:
Learning typographic style: from discrimination to synthesis. Mach. Vis. Appl. 28(5-6): 551-568 (2017) - [c54]Shumeet Baluja:
Hiding Images in Plain Sight: Deep Steganography. NIPS 2017: 2069-2079 - [c53]Shumeet Baluja:
Learning deep models of optimization landscapes. SSCI 2017: 1-10 - [i5]Shumeet Baluja, Michele Covell, Rahul Sukthankar:
Traffic Lights with Auction-Based Controllers: Algorithms and Real-World Data. CoRR abs/1702.01205 (2017) - [i4]Shumeet Baluja:
Deep Learning for Explicitly Modeling Optimization Landscapes. CoRR abs/1703.07394 (2017) - [i3]Shumeet Baluja, Ian Fischer:
Adversarial Transformation Networks: Learning to Generate Adversarial Examples. CoRR abs/1703.09387 (2017) - 2016
- [c52]Marius Leordeanu, Alexandra Radu, Shumeet Baluja, Rahul Sukthankar:
Labeling the Features Not the Samples: Efficient Video Classification with Minimal Supervision. AAAI 2016: 3530-3538 - [c51]Shumeet Baluja:
A Simple and Efficient Method to Handle Sparse Preference Data Using Domination Graphs: An Application to YouTube. ICCS 2016: 2302-2311 - [c50]Rahul Sukthankar, Michele Covell, Shumeet Baluja:
Physical and virtual cell phone sensors for traffic control: Algorithms and deployment impact. SAS 2016: 1-6 - [c49]George Toderici, Sean M. O'Malley, Sung Jin Hwang, Damien Vincent, David Minnen, Shumeet Baluja, Michele Covell, Rahul Sukthankar:
Variable Rate Image Compression with Recurrent Neural Networks. ICLR (Poster) 2016 - [i2]Shumeet Baluja:
Learning Typographic Style. CoRR abs/1603.04000 (2016) - 2015
- [c48]Shumeet Baluja, Michele Covell, Rahul Sukthankar:
The Virtues of Peer Pressure: A Simple Method for Discovering High-Value Mistakes. CAIP (2) 2015: 96-108 - [c47]Michele Covell, Shumeet Baluja, Rahul Sukthankar:
Micro-Auction-Based Traffic-Light Control: Responsive, Local Decision Making. ITSC 2015: 558-565 - [c46]Shumeet Baluja, Michele Covell, Rahul Sukthankar:
Approximating the Effects of Installed Traffic Lights: A Behaviorist Approach Based on Travel Tracks. ITSC 2015: 2205-2212 - [i1]Marius Leordeanu, Alexandra Radu, Shumeet Baluja, Rahul Sukthankar:
Labeling the Features Not the Samples: Efficient Video Classification with Minimal Supervision. CoRR abs/1512.00517 (2015) - 2013
- [c45]Shumeet Baluja, Michele Covell:
Point representation for local optimization. IEEE Congress on Evolutionary Computation 2013: 884-891 - [c44]Shumeet Baluja, Michele Covell:
Neighborhood Preserving Codes for Assigning Point Labels: Applications to Stochastic Search. ICCS 2013: 956-965 - 2011
- [j19]Shumeet Baluja:
Future tense. Commun. ACM 54(10): 120- (2011) - [c43]Rohan Seth, Michele Covell, Deepak Ravichandran, D. Sivakumar, Shumeet Baluja:
A Tale of Two (Similar) Cities - Inferring City Similarity through Geo-spatial Query Log Analysis. KDIR 2011: 179-189 - 2010
- [c42]Shumeet Baluja, Michele Covell:
Beyond "Near Duplicates": Learning Hash Codes for Efficient Similar-Image Retrieval. ICPR 2010: 543-547
2000 – 2009
- 2009
- [c41]Shumeet Baluja, Deepak Ravichandran, D. Sivakumar:
Text Classification through Time - Efficient Label Propagation in Time-Based Graphs. KDIR 2009: 174-182 - [c40]Michele Covell, Shumeet Baluja:
LSH banding for large-scale retrieval with memory and recall constraints. ICASSP 2009: 1865-1868 - [c39]Shumeet Baluja, Michele Covell:
Finding Images and Line-Drawings in Document-Scanning Systems. ICDAR 2009: 1096-1100 - [c38]Rich Gossweiler, Maryam Kamvar, Shumeet Baluja:
What's up CAPTCHA?: a CAPTCHA based on image orientation. WWW 2009: 841-850 - [p3]Michael Fink, Michele Covell, Shumeet Baluja:
Mass Personalization: Social and Interactive Applications Using Sound-Track Identification. Handbook of Multimedia for Digital Entertainment and Arts 2009: 745-764 - 2008
- [j18]Shumeet Baluja, Michele Covell:
Learning to hash: forgiving hash functions and applications. Data Min. Knowl. Discov. 17(3): 402-430 (2008) - [j17]Michael Fink, Michele Covell, Shumeet Baluja:
Mass personalization: social and interactive applications using sound-track identification. Multim. Tools Appl. 36(1-2): 115-132 (2008) - [j16]Yushi Jing, Shumeet Baluja:
VisualRank: Applying PageRank to Large-Scale Image Search. IEEE Trans. Pattern Anal. Mach. Intell. 30(11): 1877-1890 (2008) - [j15]Shumeet Baluja, Michele Covell:
Waveprint: Efficient wavelet-based audio fingerprinting. Pattern Recognit. 41(11): 3467-3480 (2008) - [c37]Maryam Kamvar, Shumeet Baluja:
Query suggestions for mobile search: understanding usage patterns. CHI 2008: 1013-1016 - [c36]Shumeet Baluja, Michele Covell, Sergey Ioffe:
Permutation grouping: intelligent Hash function design for audio & image retrieval. ICASSP 2008: 2137-2140 - [c35]Yushi Jing, Shumeet Baluja:
Pagerank for product image search. WWW 2008: 307-316 - [c34]Shumeet Baluja, Rohan Seth, D. Sivakumar, Yushi Jing, Jay Yagnik, Shankar Kumar, Deepak Ravichandran, Mohamed Aly:
Video suggestion and discovery for youtube: taking random walks through the view graph. WWW 2008: 895-904 - [r1]Shumeet Baluja, Michele Covell, Michael Fink:
Coordinated Multi-Device Presentations: Ambient-Audio Identification. Encyclopedia of Wireless and Mobile Communications 2008 - 2007
- [j14]Maryam Kamvar, Shumeet Baluja:
Deciphering Trends in Mobile Search. Computer 40(8): 58-62 (2007) - [j13]Shumeet Baluja, Henry A. Rowley:
Boosting Sex Identification Performance. Int. J. Comput. Vis. 71(1): 111-119 (2007) - [j12]Shumeet Baluja:
Automated image-orientation detection: a scalable boosting approach. Pattern Anal. Appl. 10(3): 247-263 (2007) - [c33]Yushi Jing, Shumeet Baluja, Henry A. Rowley:
Canonical image selection from the web. CIVR 2007: 280-287 - [c32]Shumeet Baluja, Michele Covell:
Audio Fingerprinting: Combining Computer Vision & Data Stream Processing. ICASSP (2) 2007: 213-216 - [c31]Michele Covell, Shumeet Baluja:
Known-Audio Detection using Waveprint: Spectrogram Fingerprinting by Wavelet Hashing. ICASSP (1) 2007: 237-240 - [c30]Shumeet Baluja, Michele Covell:
Learning "Forgiving" Hash Functions: Algorithms and Large Scale Tests. IJCAI 2007: 2663-2669 - [c29]Maryam Kamvar, Shumeet Baluja:
The role of context in query input: using contextual signals to complete queries on mobile devices. Mobile HCI 2007: 405-412 - 2006
- [j11]Michele Covell, Shumeet Baluja, Michael Fink:
Detecting Ads in Video Streams Using Acoustic and Visual Cues. Computer 39(12): 135-137 (2006) - [c28]Maryam Kamvar, Shumeet Baluja:
A large scale study of wireless search behavior: Google mobile search. CHI 2006: 701-709 - [c27]Michele Covell, Shumeet Baluja, Michael Fink:
Advertisement Detection and Replacement using Acoustic and Visual Repetition. MMSP 2006: 461-466 - [c26]Henry A. Rowley, Yushi Jing, Shumeet Baluja:
Large scale image-based adult-content filtering. VISAPP (1) 2006: 290-296 - [c25]Shumeet Baluja:
Browsing on small screens: recasting web-page segmentation into an efficient machine learning framework. WWW 2006: 33-42 - [p2]Shumeet Baluja:
Incorporating a priori Knowledge in Probabilistic-Model Based Optimization. Scalable Optimization via Probabilistic Modeling 2006: 205-222 - 2005
- [c24]Shumeet Baluja, Henry A. Rowley:
Boosting Sex Identification Performance. AAAI 2005: 1508-1513 - [c23]Shumeet Baluja, Henry A. Rowley:
Large scale performance measurement of content-based automated image-orientation detection. ICIP (2) 2005: 514-517 - 2004
- [c22]Shumeet Baluja, Mehran Sahami, Henry A. Rowley:
Efficient face orientation discrimination. ICIP 2004: 589-592 - [c21]Mehran Sahami, Vibhu O. Mittal, Shumeet Baluja, Henry A. Rowley:
The Happy Searcher: Challenges in Web Information Retrieval. PRICAI 2004: 3-12 - 2002
- [j10]Shumeet Baluja:
Using a priori knowledge to create probabilistic models for optimization. Int. J. Approx. Reason. 31(3): 193-220 (2002) - 2000
- [j9]Shumeet Baluja, Vibhu O. Mittal, Rahul Sukthankar:
Applying Machine Learning for High-Performance Named-Entity Extraction. Comput. Intell. 16(4): 586-596 (2000) - [j8]Shumeet Baluja:
Using Labeled and Unlabeled Data for Probabilistic Modeling of Face Orientation. Int. J. Pattern Recognit. Artif. Intell. 14(8): 1097-1107 (2000) - [c20]Terence Sim, Rahul Sukthankar, Matthew D. Mullin, Shumeet Baluja:
Memory-Based Face Recognition for Visitor Identification. FG 2000: 214-220
1990 – 1999
- 1998
- [j7]Shumeet Baluja, David Simon:
Evolution-Based Methods for Selecting Point Data for Object Localization: Applications to Computer-Assisted Surgery. Appl. Intell. 8(1): 7-19 (1998) - [j6]Rahul Sukthankar, Shumeet Baluja, John A. Hancock:
Multiple Adaptive Agents for Tactical Driving. Appl. Intell. 9(1): 7-23 (1998) - [j5]Henry A. Rowley, Shumeet Baluja, Takeo Kanade:
Neural Network-Based Face Detection. IEEE Trans. Pattern Anal. Mach. Intell. 20(1): 23-38 (1998) - [c19]Shumeet Baluja, Scott Davies:
Fast Probabilistic Modeling for Combinatorial Optimization. AAAI/IAAI 1998: 469-476 - [c18]Henry A. Rowley, Shumeet Baluja, Takeo Kanade:
Rotation Invariant Neural Network-Based Face Detection. CVPR 1998: 38-44 - [c17]Henry A. Rowley, Shumeet Baluja, Takeo Kanade:
Rotation Invariant Neural Network-Based Face Detection. CVPR 1998: 963 - [c16]Shumeet Baluja:
Making Templates Rotationally Invariant. An Application to Rotated Digit Recognition. NIPS 1998: 847-853 - [c15]Shumeet Baluja:
Probabilistic Modeling for Face Orientation Discrimination: Learning from Labeled and Unlabeled Data. NIPS 1998: 854-860 - [c14]Shumeet Baluja:
Finding Regions of Uncertainty in Learned Models: An Application to Face Detection. PPSN 1998: 461-470 - 1997
- [j4]Shumeet Baluja, Dean Pomerleau:
Dynamic Relevance: Vision-Based Focus of Attention Using Artificial Neural Networks. (Technical Note). Artif. Intell. 97(1-2): 381-395 (1997) - [j3]Shumeet Baluja, Dean Pomerleau:
Expectation-based selective attention for visual monitoring and control of a robot vehicle. Robotics Auton. Syst. 22(3-4): 329-344 (1997) - [c13]Shumeet Baluja, Scott Davies:
Using Optimal Dependency-Trees for Combinational Optimization. ICML 1997: 30-38 - [c12]Rahul Sukthankar, Shumeet Baluja, John A. Hancock:
Evolving an intelligent vehicle for tactical reasoning in traffic. ICRA 1997: 519-524 - [c11]Shumeet Baluja:
Using Expectation to Guide Processing: A Study of Three Real-World Applications. NIPS 1997: 859-865 - 1996
- [j2]Shumeet Baluja:
Evolution of an artificial neural network based autonomous land vehicle controller. IEEE Trans. Syst. Man Cybern. Part B 26(3): 450-463 (1996) - [c10]Henry A. Rowley, Shumeet Baluja, Takeo Kanade:
Neural Network-Based Face Detection. CVPR 1996: 203-208 - [c9]Shumeet Baluja:
Genetic Algorithms and Explicit Search Statistics. NIPS 1996: 319-325 - 1995
- [c8]Shumeet Baluja, Rich Caruana:
Removing the Genetics from the Standard Genetic Algorithm. ICML 1995: 38-46 - [c7]Shumeet Baluja, Dean Pomerleau:
Using the Representation in a Neural Network's Hidden Layer for Task-Specific Focus of Attention. IJCAI 1995: 133-141 - [c6]Henry A. Rowley, Shumeet Baluja, Takeo Kanade:
Human Face Detection in Visual Scenes. NIPS 1995: 875-881 - [c5]Rich Caruana, Shumeet Baluja, Tom M. Mitchell:
Using the Future to Sort Out the Present: Rankprop and Multitask Learning for Medical Risk Evaluation. NIPS 1995: 959-965 - 1994
- [j1]Shumeet Baluja, Dean Pomerleau, Todd Jochem:
Towards Automated Artificial Evolution for Computer-generated Images. Connect. Sci. 6(2-3): 325-354 (1994) - [c4]Shumeet Baluja, Dean Pomerleau:
Using a Saliency Map for Active Spatial Selective Attention: Implementation & Initial Results. NIPS 1994: 451-458 - 1993
- [c3]Shumeet Baluja:
Structure and Performance of Fine-Grain Parallelism in Genetic Search. ICGA 1993: 155-162 - [c2]Shumeet Baluja:
The Evolution of Gennetic Algorithms: Towards Massive Parallelism. ICML 1993: 1-8 - [c1]Shumeet Baluja, Dean Pomerleau:
Non-Intrusive Gaze Tracking Using Artificial Neural Networks. NIPS 1993: 753-760 - 1992
- [p1]Gunar E. Liepins, Shumeet Baluja:
Apga: an adaptive Parallel Genetic Algorithm. Computer Science and Operations Research 1992: 399-409
Coauthor Index
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