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IEEE Transactions on Neural Networks and Learning Systems, Volume 36
Volume 36, Number 1, January 2025
- Qiang Yang, Han Yu
, Sin G. Teo, Bo Li, Guodong Long, Chao Jin, Lixin Fan, Yang Liu, Le Zhang:
Guest Editorial: Special Issue on Trustworthy Federated Learning. 5 - Zehua Sun
, Yonghui Xu
, Yong Liu
, Wei He
, Lanju Kong
, Fangzhao Wu
, Yali Jiang
, Lizhen Cui
:
A Survey on Federated Recommendation Systems. 6-20 - Ekanut Sotthiwat, Liangli Zhen
, Chi Zhang
, Zengxiang Li
, Rick Siow Mong Goh
:
Generative Image Reconstruction From Gradients. 21-31 - Honglei Zhang
, Xin Zhou
, Zhiqi Shen
, Yidong Li
:
PrivFR: Privacy-Enhanced Federated Recommendation With Shared Hash Embedding. 32-46 - Xiaohong Chen, Guanying Xu
, Xuesong Xu
, Haichong Jiang
, Zhiping Tian, Tao Ma:
Multicenter Hierarchical Federated Learning With Fault-Tolerance Mechanisms for Resilient Edge Computing Networks. 47-61 - Zhirong Luan
, Wenrui Li
, Meiqin Liu
, Badong Chen
:
Robust Federated Learning: Maximum Correntropy Aggregation Against Byzantine Attacks. 62-75 - Lei Meng
, Zhuang Qi
, Lei Wu, Xiaoyu Du
, Zhaochuan Li, Lizhen Cui
, Xiangxu Meng
:
Improving Global Generalization and Local Personalization for Federated Learning. 76-87 - Xiongtao Zhang
, Ji Wang
, Weidong Bao
, Yaohong Zhang
, Xiaomin Zhu
, Hao Peng
, Xiang Zhao
:
Improving Generalization and Personalization in Model-Heterogeneous Federated Learning. 88-101 - Aditya Pribadi Kalapaaking
, Ibrahim Khalil
, Xun Yi
, Kwok-Yan Lam
, Guang-Bin Huang
, Ning Wang:
Auditable and Verifiable Federated Learning Based on Blockchain-Enabled Decentralization. 102-115 - Kai Li
, Xin Yuan
, Jingjing Zheng
, Wei Ni
, Falko Dressler
, Abbas Jamalipour
:
Leverage Variational Graph Representation for Model Poisoning on Federated Learning. 116-128 - Hamido Fujita, Bo Li
, Yiyu Yao, Xinbo Gao
, Maoguo Gong, Ivan Lee
, Martin Ester, Xin Wang:
Guest Editorial: Special Issue on Deep Learning for Intelligent Media Computing and Applications. 129-131 - Yilin Shao
, Long Sun
, Licheng Jiao
, Xu Liu
, Fang Liu
, Lingling Li
, Shuyuan Yang
:
CoT: Contourlet Transformer for Hierarchical Semantic Segmentation. 132-146 - Lihao Liu
, Angelica I. Avilés-Rivero
, Carola-Bibiane Schönlieb
:
Contrastive Registration for Unsupervised Medical Image Segmentation. 147-159 - Xue Wang
, Zheng Guan
, Wenhua Qian
, Jinde Cao
, Chengchao Wang
, Runzhuo Ma
:
STFuse: Infrared and Visible Image Fusion via Semisupervised Transfer Learning. 160-173 - Miao Liu
, Jing Wang
, Fei Wang, Fei Xiang, Jingdong Chen
:
Non-Intrusive Speech Quality Assessment Based on Deep Neural Networks for Speech Communication. 174-187 - Lili Guo
, Shifei Ding
, Longbiao Wang
, Jianwu Dang
:
DSTCNet: Deep Spectro-Temporal-Channel Attention Network for Speech Emotion Recognition. 188-197 - Yunan Li
, Tianyu Qi, Zhuoqi Ma, Dou Quan
, Qiguang Miao
:
Seeking a Hierarchical Prototype for Multimodal Gesture Recognition. 198-209 - Jiao Shi
, Tiancheng Wu
, A. Kai Qin
, Tao Shao, Yu Lei
, Gwanggil Jeon
:
Deep-Growing Neural Network With Manifold Constraints for Hyperspectral Image Classification. 210-221 - Cong Jin
, Cong Luo, Ming Yan
, Guangzhe Zhao
, Guixuan Zhang
, Shuwu Zhang
:
Weakening the Dominant Role of Text: CMOSI Dataset and Multimodal Semantic Enhancement Network. 222-236 - Jingchen Li
, Haobin Shi
, Wenbai Chen, Naijun Liu
, Kao-Shing Hwang
:
Semi-Supervised Detection Model Based on Adaptive Ensemble Learning for Medical Images. 237-248 - Zhihao Hao
, Guancheng Wang
, Bob Zhang
, Zhuowen Feng, Hai-Sheng Li
, Fahui Chong, Yan Pan, Wei Li:
A Novel Public Sentiment Analysis Method Based on an Isomerism Learning Model via Multiphase Processing. 249-259 - Wentao Fan
, Chao Zhang
, Huaxiong Li
, Xiuyi Jia
, Guoyin Wang
:
Three-Stage Semisupervised Cross-Modal Hashing With Pairwise Relations Exploitation. 260-273 - Liang Li
, Tongyu Lu, Yaoqi Sun
, Yuhan Gao
, Chenggang Yan
, Zhenghui Hu
, Qingming Huang
:
Progressive Decision Boundary Shifting for Unsupervised Domain Adaptation. 274-285 - Siyuan Li
, Zicheng Liu
, Zelin Zang
, Di Wu
, Zhiyuan Chen, Stan Z. Li
:
GenURL: A General Framework for Unsupervised Representation Learning. 286-298 - Jiaqi Gao
, Zhizhong Huang
, Yiming Lei, Hongming Shan
, James Z. Wang
, Fei-Yue Wang
, Junping Zhang
:
Deep Rank-Consistent Pyramid Model for Enhanced Crowd Counting. 299-312 - Jiaping Xiao
, Phumrapee Pisutsin
, Mir Feroskhan
:
Collaborative Target Search With a Visual Drone Swarm: An Adaptive Curriculum Embedded Multistage Reinforcement Learning Approach. 313-327 - Yecheng Guo
, Liang Bai
, Xian Yang
, Jiye Liang
:
Improving Image Contrastive Clustering Through Self-Learning Pairwise Constraints. 328-340 - Jung Uk Kim
, Yong Man Ro
:
Enabling Visual Object Detection With Object Sounds via Visual Modality Recalling Memory. 341-353 - Guangsheng Yu
, Xu Wang
, Caijun Sun
, Qin Wang
, Ping Yu
, Wei Ni
, Ren Ping Liu
:
IronForge: An Open, Secure, Fair, Decentralized Federated Learning. 354-368 - Yabo Liu
, Jinghua Wang
, Linhui Xiao
, Chengliang Liu
, Zhihao Wu
, Yong Xu
:
Foregroundness-Aware Task Disentanglement and Self-Paced Curriculum Learning for Domain Adaptive Object Detection. 369-380 - Shu Yang
, Lu Zhang
, Shuai Liu
, Huchuan Lu
, Hao Chen
:
Real-Time Semantic Segmentation via a Densely Aggregated Bilateral Network. 381-392 - Zhiming Liu, Jinhai Li, Xiao Zhang, Xi-Zhao Wang:
Incremental Incomplete Concept-Cognitive Learning Model: A Stochastic Strategy. 393-406 - Ilya Nachevsky
, Olga G. Andrianova
, Isaac Chairez
, Alexander S. Poznyak:
Differential Neural Network Identifier for Dynamical Systems With Time-Varying State Constraints. 407-418 - Francisco Munguia-Galeano
, Ah-Hwee Tan
, Ze Ji
:
Deep Reinforcement Learning With Explicit Context Representation. 419-432 - Luying Zhong
, Zhaoliang Chen
, Zhihao Wu
, Shide Du
, Zheyi Chen
, Shiping Wang
:
Learnable Graph Convolutional Network With Semisupervised Graph Information Bottleneck. 433-446 - Yanbing Mao
, Yuliang Gu, Lui Sha, Huajie Shao
, Qixin Wang, Tarek F. Abdelzaher
:
Phy-Taylor: Partially Physics-Knowledge-Enhanced Deep Neural Networks via NN Editing. 447-461 - Wei Wei
, Jingjing Wang
, Jun Du
, Zhengru Fang
, Yong Ren
, C. L. Philip Chen
:
Differential Game-Based Deep Reinforcement Learning in Underwater Target Hunting Task. 462-474 - Zhiwei Shang, Renxing Li, Chunhua Zheng
, Huiyun Li
, Yunduan Cui
:
Relative Entropy Regularized Sample-Efficient Reinforcement Learning With Continuous Actions. 475-485 - Xin Han, Xing He
, Xingxing Ju, Hangjun Che
, Tingwen Huang
:
Distributed Neurodynamic Models for Solving a Class of System of Nonlinear Equations. 486-497 - Tomas Kulvicius
, Minija Tamosiunaite
, Florentin Wörgötter
:
Combining Optimal Path Search With Task-Dependent Learning in a Neural Network. 498-509 - Minghao Han
, Kiwan Wong, Jacob Euler-Rolle, Lixian Zhang
, Robert K. Katzschmann
:
Robust Learning-Based Control for Uncertain Nonlinear Systems With Validation on a Soft Robot. 510-524 - Jie Chen
, Shengxiang Yang
, Conor Fahy
, Zhu Wang
, Yinan Guo
, Yingke Chen
:
Online Sparse Representation Clustering for Evolving Data Streams. 525-539 - Qiang Guo
, Lexin Fang
, Ren Wang
, Caiming Zhang
:
Multivariate Time Series Forecasting Using Multiscale Recurrent Networks With Scale Attention and Cross-Scale Guidance. 540-554 - Ruojing Li
, Wei An
, Chao Xiao
, Boyang Li
, Yingqian Wang
, Miao Li
, Yulan Guo
:
Direction-Coded Temporal U-Shape Module for Multiframe Infrared Small Target Detection. 555-568 - Chenxi Song
, Sitian Qin
, Zhigang Zeng
:
Multiple Mittag-Leffler Stability of Almost Periodic Solutions for Fractional-Order Delayed Neural Networks: Distributed Optimization Approach. 569-581 - Stephan Naunheim
, Yannick Kuhl
, David Schug
, Volkmar Schulz
, Florian Mueller
:
Improving the Timing Resolution of Positron Emission Tomography Detectors Using Boosted Learning - A Residual Physics Approach. 582-594 - Ye Liu
, Huifang Li
, Chao Hu
, Shuang Luo
, Yan Luo
, Chang Wen Chen
:
Learning to Aggregate Multi-Scale Context for Instance Segmentation in Remote Sensing Images. 595-609 - Delong Chen
, Zhao Wu, Fan Liu
, Zaiquan Yang, Shaoqiu Zheng, Ying Tan
, Erjin Zhou:
ProtoCLIP: Prototypical Contrastive Language Image Pretraining. 610-624 - Mengmeng Wang
, Jiazheng Xing
, Jianbiao Mei
, Yong Liu
, Yunliang Jiang
:
ActionCLIP: Adapting Language-Image Pretrained Models for Video Action Recognition. 625-637 - Renzhi Lu
, Ruichang Bai, Ruidong Li
, Lijun Zhu
, Mingyang Sun
, Feng Xiao
, Dong Wang
, Huaming Wu
, Yuemin Ding
:
A Novel Sequence-to-Sequence-Based Deep Learning Model for Multistep Load Forecasting. 638-652 - Zhibin Zhang
, Wanli Xue
, Kaihua Zhang
, Bo Liu, Chengwei Zhang
, Jingen Liu
, Shengyong Chen
:
Learning Self-Corrective Network via Adaptive Self-Labeling and Dynamic NMS for High-Performance Long-Term Tracking. 653-664 - Yifan Hu
, Junjie Fu
, Guanghui Wen
:
Graph Soft Actor-Critic Reinforcement Learning for Large-Scale Distributed Multirobot Coordination. 665-676 - Kaihang Jiang
, Wai Keung Wong
, Xiaozhao Fang
, Jiaxing Li
, Jianyang Qin, Shengli Xie
:
Random Online Hashing for Cross-Modal Retrieval. 677-691 - Che Liu, Sibo Cheng
, Weiping Ding
, Rossella Arcucci
:
Spectral Cross-Domain Neural Network With Soft-Adaptive Threshold Spectral Enhancement. 692-703 - Jiwei Shen
, Liang Yuan
, Yue Lu
, Shujing Lyu
:
Leveraging Predictions of Task-Related Latents for Interactive Visual Navigation. 704-717 - Huimin Zhang
, Ronghu Chi
, Biao Huang
:
Data-Driven Internal Model Learning Control for Nonlinear Systems. 718-728 - Peng Wei
, Han-Xiong Li
:
Spatiotemporal Transformation-Based Neural Network With Interpretable Structure for Modeling Distributed Parameter Systems. 729-737 - Xiaomeng Gao
, Yajing Li
, Xinyi Liu
, Yinlin Ye, Hongtao Fan
:
Stability Analysis of Fractional Bidirectional Associative Memory Neural Networks With Multiple Proportional Delays and Distributed Delays. 738-752 - Yucheng Wang
, Min Wu
, Ruibing Jin
, Xiaoli Li
, Lihua Xie
, Zhenghua Chen
:
Local-Global Correlation Fusion-Based Graph Neural Network for Remaining Useful Life Prediction. 753-766 - Jaeyeon Jang
, Chang Ouk Kim
:
Teacher-Explorer-Student Learning: A Novel Learning Method for Open Set Recognition. 767-780 - Pablo Morala
, Jenny Alexandra Cifuentes
, Rosa E. Lillo
, Iñaki Ucar
:
NN2Poly: A Polynomial Representation for Deep Feed-Forward Artificial Neural Networks. 781-795 - Junjie Hu
, Chenyou Fan
, Liguang Zhou
, Qing Gao
, Honghai Liu
, Tin Lun Lam
:
Lifelong-MonoDepth: Lifelong Learning for Multidomain Monocular Metric Depth Estimation. 796-806 - Dongseok Kwon, Sung Yun Woo, Joon Hwang, Hyeongsu Kim, Jong-Ho Bae, Wonjun Shin, Byung-Gook Park, Jong-Ho Lee:
Efficient Hybrid Training Method for Neuromorphic Hardware Using Analog Nonvolatile Memory. 807-819 - Shifei Ding
, Chao Li
, Xiao Xu, Lili Guo
, Ling Ding
, Xindong Wu
:
Horizontal Federated Density Peaks Clustering. 820-829 - Qiyuan Zhang
, Shu Leng, Xiaoteng Ma
, Qihan Liu, Xueqian Wang
, Bin Liang
, Yu Liu
, Jun Yang
:
CVaR-Constrained Policy Optimization for Safe Reinforcement Learning. 830-841 - Meng Xi
, Jiachen Yang
, Jiabao Wen
, Zhengjian Li
, Wen Lu
, Xinbo Gao
:
An Information-Assisted Deep Reinforcement Learning Path Planning Scheme for Dynamic and Unknown Underwater Environment. 842-853 - Lingzhi Zhang
, Lei Xie
, Yi Jiang
, Zhishan Li
, Xueqin Amy Liu
, Hongye Su
:
Optimal Control for Constrained Discrete-Time Nonlinear Systems Based on Safe Reinforcement Learning. 854-865 - Chengzhi Cao, Xueyang Fu
, Yurui Zhu, Zhijing Sun, Zheng-Jun Zha
:
Event-Driven Video Restoration With Spiking-Convolutional Architecture. 866-880 - Susanna Yu Gordleeva
, Yuliya Tsybina
, Mikhail Krivonosov
, Ivan Yu. Tyukin
, Victor B. Kazantsev, Alexey Zaikin
, Alexander N. Gorban
:
Situation-Based Neuromorphic Memory in Spiking Neuron-Astrocyte Network. 881-895 - Jie Li
, Ryozo Nagamune
, Yuhang Zhang
, Shengbo Eben Li
:
Robust Approximate Dynamic Programming for Nonlinear Systems With Both Model Error and External Disturbance. 896-910 - Honggui Han
, Jiaqian Wang, Zheng Liu
, Hongyan Yang
, Junfei Qiao
:
Self-Organizing Robust Fuzzy Neural Network for Nonlinear System Modeling. 911-923 - Renyao Chen
, Junye Lei, Hong Yao
, Tailong Li
, Shengwen Li
:
Anchor-Enhanced Geographical Entity Representation Learning. 924-938 - Runqing Jiang, Yan Yan
, Jing-Hao Xue
, Si Chen
, Nannan Wang
, Hanzi Wang
:
Knowledge Distillation Meets Label Noise Learning: Ambiguity-Guided Mutual Label Refinery. 939-952 - Ruizhi Hou
, Fang Li
, Tieyong Zeng
:
Fast and Reliable Score-Based Generative Model for Parallel MRI. 953-966 - Haobo Jiang
, Kaihao Lan, Le Hui
, Guangyu Li
, Jin Xie, Shangbing Gao
, Jian Yang
:
Point Cloud Registration-Driven Robust Feature Matching for 3-D Siamese Object Tracking. 967-977 - Zhiqiang Pan
, Fei Cai
, Xinwang Liu
, Honghui Chen
:
Distance-Aware Learning for Inductive Link Prediction on Temporal Networks. 978-990 - Vandan Gorade
, Azad Singh
, Deepak Mishra
:
Large Scale Time-Series Representation Learning via Simultaneous Low- and High-Frequency Feature Bootstrapping. 991-1002 - Xingcai Zhou
, Le Chang, Jinde Cao
:
Communication-Efficient Nonconvex Federated Learning With Error Feedback for Uplink and Downlink. 1003-1014 - Hasita Veluri
, Umesh Chand, Chun-Kuei Chen, Aaron Voon-Yew Thean
:
A Low-Latency DNN Accelerator Enabled by DFT-Based Convolution Execution Within Crossbar Arrays. 1015-1028 - Mohammad Askarizadeh
, Alireza Morsali
, Kim Khoa Nguyen
:
Resource-Constrained Multisource Instance-Based Transfer Learning. 1029-1043 - Siyu Wang
, Xiaocong Chen
, Julian J. McAuley, Sally Cripps
, Lina Yao
:
Plug-and-Play Model-Agnostic Counterfactual Policy Synthesis for Deep Reinforcement Learning-Based Recommendation. 1044-1055 - Peng Wan
, Yufeng Zhou
, Zhigang Zeng
:
Adaptive Drive-Response Synchronization of Timescale-Type Neural Networks With Unbounded Time-Varying Delays. 1056-1068 - Ranran Wang
, Xing Xu
, Yin Zhang
:
Multiscale Information Diffusion Prediction With Minimal Substitution Neural Network. 1069-1080 - Yunyun Wang, Weiwen Zheng
, Qinghao Li
, Songcan Chen
:
Dual-Correction-Adaptation Network for Noisy Knowledge Transfer. 1081-1091 - Pengpeng Zeng
, Haonan Zhang
, Lianli Gao
, Xiangpeng Li, Jin Qian, Heng Tao Shen
:
Visual Commonsense-Aware Representation Network for Video Captioning. 1092-1103 - Weiping Ding
, Yu Geng, Jiashuang Huang
, Hengrong Ju
, Haipeng Wang, Chin-Teng Lin
:
MGRW-Transformer: Multigranularity Random Walk Transformer Model for Interpretable Learning. 1104-1118 - Lingbo Liu
, Mengmeng Liu
, Guanbin Li
, Ziyi Wu, Junfan Lin
, Liang Lin
:
Road Network-Guided Fine-Grained Urban Traffic Flow Inference. 1119-1132 - Chuan Ma
, Yingwei Zhang
, Chun-Yi Su
:
Graph-Based Multicentroid Nonnegative Matrix Factorization. 1133-1144 - Fujin Wang
, Quanquan Zhi, Zhibin Zhao
, Zhi Zhai
, Yingkai Liu, Huan Xi, Shibin Wang
, Xuefeng Chen
:
Inherently Interpretable Physics-Informed Neural Network for Battery Modeling and Prognosis. 1145-1159 - Chunjiang Ge
, Rui Huang, Mixue Xie
, Zihang Lai, Shiji Song
, Shuang Li
, Gao Huang
:
Domain Adaptation via Prompt Learning. 1160-1170 - Siying Zhu
, Jiawei Zheng
, Qianli Ma
:
MR-Transformer: Multiresolution Transformer for Multivariate Time Series Prediction. 1171-1183 - Shijie Song
, Dawei Gong, Minglei Zhu
, Yuyang Zhao, Cong Huang:
Data-Driven Optimal Tracking Control for Discrete-Time Nonlinear Systems With Unknown Dynamics Using Deterministic ADP. 1184-1198 - Zuowei Zhang
, Zhunga Liu
, Liangbo Ning
, Arnaud Martin
, Jiexuan Xiong:
Representation of Imprecision in Deep Neural Networks for Image Classification. 1199-1212 - Boqiang Cao
, Xiaobing Nie
, Wei Xing Zheng
, Jinde Cao
:
Multistability of State-Dependent Switched Fractional-Order Hopfield Neural Networks With Mexican-Hat Activation Function and Its Application in Associative Memories. 1213-1227 - Feng-Lei Fan
, Mengzhou Li
, Fei Wang
, Rongjie Lai
, Ge Wang
:
On Expressivity and Trainability of Quadratic Networks. 1228-1242 - Zan Gao
, Hongwei Wei, Weili Guan
, Jie Nie
, Meng Wang
, Shengyong Chen
:
A Semantic-Aware Attention and Visual Shielding Network for Cloth-Changing Person Re-Identification. 1243-1257 - Chengyuan Mai
, Yaomin Chang, Chuan Chen
, Zibin Zheng
:
Enhanced Scalable Graph Neural Network via Knowledge Distillation. 1258-1271 - Zheng Zhang
, Qingrui Zhang
, Bo Zhu
, Xiaohan Wang
, Tianjiang Hu
:
EASpace: Enhanced Action Space for Policy Transfer. 1272-1286 - Zhaoyang Sun
, Yaxiong Chen
, Shengwu Xiong
:
SSAT++: A Semantic-Aware and Versatile Makeup Transfer Network With Local Color Consistency Constraint. 1287-1301 - Yu Jiang
, Cong Hua
, Yifan Feng
, Yue Gao
:
Hierarchical Set-to-Set Representation for 3-D Cross-Modal Retrieval. 1302-1314 - Wei Dai
, Jicong Fan
, Yiming Miao
, Kai Hwang
:
Deep Learning Model Compression With Rank Reduction in Tensor Decomposition. 1315-1328 - Adolfo Perrusquía
, Weisi Guo
:
Drone's Objective Inference Using Policy Error Inverse Reinforcement Learning. 1329-1340 - Ruiwen Yuan
, Yongqiang Tang
, Yajing Wu
, Wensheng Zhang
:
Clustering Enhanced Multiplex Graph Contrastive Representation Learning. 1341-1355 - Min Wu
, Weijun Li
, Lina Yu
, Linjun Sun
, Jingyi Liu, Wenqiang Li
:
Discovering Mathematical Expressions Through DeepSymNet: A Classification-Based Symbolic Regression Framework. 1356-1370 - Qiong Wu, Jiahan Li
, Pingyang Dai
, Qixiang Ye
, Liujuan Cao
, Yongjian Wu, Rongrong Ji
:
Unsupervised Domain Adaptation on Person Reidentification Via Dual-Level Asymmetric Mutual Learning. 1371-1382 - Ruihang Ji
, Dongyu Li
, Shuzhi Sam Ge
, Haizhou Li
:
Tunnel Prescribed Control of Nonlinear Systems With Unknown Control Directions. 1383-1395 - Zhi-Lin Zhao
, Longbing Cao
, Chang-Dong Wang
:
Gray Learning From Non-IID Data With Out-of-Distribution Samples. 1396-1409 - Cheng Yu
, Jiansheng Chen
, Yu Wang
, Youze Xue
, Huimin Ma
:
Improving Adversarial Robustness Against Universal Patch Attacks Through Feature Norm Suppressing. 1410-1424 - Zhiqiang Kou
, Jing Wang
, Yuheng Jia
, Biao Liu
, Xin Geng
:
Instance-Dependent Inaccurate Label Distribution Learning. 1425-1437 - Shengju Yu
, Suyuan Liu
, Siwei Wang
, Chang Tang
, Zhigang Luo
, Xinwang Liu
, En Zhu
:
Sparse Low-Rank Multi-View Subspace Clustering With Consensus Anchors and Unified Bipartite Graph. 1438-1452 - Yang Liu
, Xiaoqi Wang, Xi Wang
, Zhen Wang
, Jürgen Kurths
:
Diffusion Source Inference for Large-Scale Complex Networks Based on Network Percolation. 1453-1466 - Lei Zhao
, Lin Cai
, Wu-Sheng Lu
:
Federated Learning for Data Trading Portfolio Allocation With Autonomous Economic Agents. 1467-1481 - Lu Jin
, Zechao Li
, Yonghua Pan
, Jinhui Tang
:
Relational Consistency Induced Self-Supervised Hashing for Image Retrieval. 1482-1494 - Ali Jameel Hashim
, M. A. Balafar
, Jafar Tanha
, Aryaz Baradarani
:
AEVAE: Adaptive Evolutionary Autoencoder for Anomaly Detection in Time Series. 1495-1506 - Min Wang, Min Xie
, Yanwen Wang
, Maoyin Chen
:
A Deep Quality Monitoring Network for Quality-Related Incipient Faults. 1507-1517 - Weiling Li
, Renfang Wang
, Xin Luo
:
A Generalized Nesterov-Accelerated Second-Order Latent Factor Model for High-Dimensional and Incomplete Data. 1518-1532 - Shiye Lei
, Fengxiang He
, Yancheng Yuan, Dacheng Tao
:
Understanding Deep Learning via Decision Boundary. 1533-1544 - Yifan Chen
, Yang Zhao
, Xuelong Li
:
Adaptive Gait Feature Learning Using Mixed Gait Sequence. 1545-1554 - Wenqian Dong
, Yihan Yang, Jiahui Qu
, Yunsong Li
, Yufei Yang
, Xiuping Jia
:
Feature Pyramid Fusion Network for Hyperspectral Pansharpening. 1555-1567 - Mehran Mazandarani
, Jianfei Pan
:
The Q-Fractionalism Reasoning Learning Method. 1568-1582 - Birgit Hillebrecht
, Benjamin Unger
:
Rigorous a Posteriori Error Bounds for PDE-Defined PINNs. 1583-1593 - Weilin Chen
, Jie Qiao
, Ruichu Cai
, Zhifeng Hao:
On the Role of Entropy-Based Loss for Learning Causal Structure With Continuous Optimization. 1594-1608 - Shaofei Cai
, Liang Li
, Xinzhe Han
, Shan Huang, Qi Tian
, Qingming Huang
:
Semantic and Correlation Disentangled Graph Convolutions for Multilabel Image Recognition. 1609-1621 - Yunzhi Ling
, Feiping Nie
, Weizhong Yu
, Xuelong Li
:
Discriminative and Robust Autoencoders for Unsupervised Feature Selection. 1622-1636 - Zhongyi Zhao
, Zidong Wang
, Lei Zou
, Hongjian Liu
, Weiguo Sheng
:
Zonotope-Based Distributed Set-Membership Fusion Estimation for Artificial Neural Networks Under the Dynamic Event-Triggered Mechanism. 1637-1650 - Liu Liu
, Xuanqing Liu, Cho-Jui Hsieh, Dacheng Tao
:
Stochastic Optimization for Nonconvex Problem With Inexact Hessian Matrix, Gradient, and Function. 1651-1663 - Jingtao Hu
, Bin Xiao
, Hu Jin, Jingcan Duan
, Siwei Wang
, Zhao Lv
, Siqi Wang
, Xinwang Liu
, En Zhu
:
SAMCL: Subgraph-Aligned Multiview Contrastive Learning for Graph Anomaly Detection. 1664-1676 - Jiaojiao Li
, Songcheng Du
, Rui Song
, Yunsong Li
, Qian Du
:
Progressive Spatial Information-Guided Deep Aggregation Convolutional Network for Hyperspectral Spectral Super-Resolution. 1677-1691 - Yanmeng Wang
, Qingjiang Shi
, Tsung-Hui Chang
:
Why Batch Normalization Damage Federated Learning on Non-IID Data? 1692-1706 - Xinsong Yang
, Xingxing Ju
, Peng Shi
, Guanghui Wen
:
Two Novel Noise-Suppression Projection Neural Networks With Fixed-Time Convergence for Variational Inequalities and Applications. 1707-1718 - Shuyin Xia
, Cheng Wang
, Guoyin Wang
, Xinbo Gao
, Weiping Ding
, JianHang Yu, Yujia Zhai
, Zizhong Chen
:
GBRS: A Unified Granular-Ball Learning Model of Pawlak Rough Set and Neighborhood Rough Set. 1719-1733 - Shuangming Yang
, Badong Chen
:
Effective Surrogate Gradient Learning With High-Order Information Bottleneck for Spike-Based Machine Intelligence. 1734-1748 - Like Xin
, Wanqi Yang
, Lei Wang
, Ming Yang:
Selective Contrastive Learning for Unpaired Multi-View Clustering. 1749-1763 - Zichen Zhang, Yongquan Dong
, Wei-Chiang Hong
:
Long Short-Term Memory-Based Twin Support Vector Regression for Probabilistic Load Forecasting. 1764-1778 - Jian Li
, Yong Liu
, Weiping Wang
:
Optimal Convergence for Agnostic Kernel Learning With Random Features. 1779-1789 - Wei Liu
, Rongxin Cui
, Yinglin Li
, Shouxu Zhang:
Hybrid-Input Convolutional Neural Network-Based Underwater Image Quality Assessment. 1790-1798 - Kahou Tam
, Li Li
, Bo Han
, Cheng-Zhong Xu
, Huazhu Fu
:
Federated Noisy Client Learning. 1799-1812 - Sandipan Dhar
, Nanda Dulal Jana
, Swagatam Das
:
GLGAN-VC: A Guided Loss-Based Generative Adversarial Network for Many-to-Many Voice Conversion. 1813-1826 - Jingxin Zhang
, James Xiao
, Maoyin Chen
, Xia Hong
:
Multimodal Continual Learning for Process Monitoring: A Novel Weighted Canonical Correlation Analysis With Attention Mechanism. 1827-1841 - Cheng Zhang
, Hai Wang
, Long Chen
, Yicheng Li
, Yingfeng Cai
:
MixedFusion: An Efficient Multimodal Data Fusion Framework for 3-D Object Detection and Tracking. 1842-1856 - Sheng Yu
, Di-Hua Zhai
, Yuyin Guan, Yuanqing Xia
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Category-Level 6-D Object Pose Estimation With Shape Deformation for Robotic Grasp Detection. 1857-1871 - Shuhan Li
, Xiaomeng Li
, Xiaowei Xu
, Kwang-Ting Cheng
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Dynamic Subcluster-Aware Network for Few-Shot Skin Disease Classification. 1872-1883 - Chixuan Wei
, Zhihai Wang
, Jidong Yuan
, Xiaokang Wang
, Haiyang Liu
, Qiyang Zhao
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SemiHAR: Improving Semisupervised Human Activity Recognition via Multitask Learning. 1884-1897 - Hang Hua
, Xingjian Li
, Dejing Dou
, Cheng-Zhong Xu
, Jiebo Luo
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Improving Pretrained Language Model Fine-Tuning With Noise Stability Regularization. 1898-1910 - Bohao Li, Chang Liu
, Mengnan Shi
, Xiaozhong Chen, Xiangyang Ji
, Qixiang Ye
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Proposal Distribution Calibration for Few-Shot Object Detection. 1911-1918 - Rui Lin
, Jason Chun Lok Li
, Jiajun Zhou
, Binxiao Huang
, Jie Ran, Ngai Wong
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Lite It Fly: An All-Deformable-Butterfly Network. 1919-1924 - Mincan Li
, Zidong Wang
, Kenli Li
, Xiangke Liao:
Multiagent-System-Based Attention Mechanism for Predicting Product Popularity: Handling Positive-Negative Diffusion Over Social Networks. 1925-1932 - Guoqiang Tan
, Zhanshan Wang
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Stability Analysis of Recurrent Neural Networks With Time-Varying Delay Based on a Flexible Negative-Determination Quadratic Function Method. 1933-1938 - Bin Du
, Wei Xie
, Yang Li
, Qisong Yang
, Weidong Zhang
, Rudy R. Negenborn
, Yusong Pang
, Hongtian Chen
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Safe Adaptive Policy Transfer Reinforcement Learning for Distributed Multiagent Control. 1939-1946 - Enrico Civitelli
, Alessio Sortino
, Matteo Lapucci
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A Robust Initialization of Residual Blocks for Effective ResNet Training Without Batch Normalization. 1947-1952
Volume 36, Number 2, February 2025
- Badong Chen
, Shujian Yu, Robert Jenssen
, José C. Príncipe
, Klaus-Robert Müller:
Guest Editorial: Special Issue on Information Theoretic Methods for the Generalization, Robustness, and Interpretability of Machine Learning. 1957-1958 - Xia-An Bi
, Ke Chen, Siyu Jiang, Sheng Luo, Wenyan Zhou, Zhao-Xu Xing, Luyun Xu, Zhengliang Liu
, Tianming Liu
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Community Graph Convolution Neural Network for Alzheimer's Disease Classification and Pathogenetic Factors Identification. 1959-1973 - Jieting Wang, Feijiang Li, Jue Li, Chenping Hou
, Yuhua Qian
, Jiye Liang
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RSS-Bagging: Improving Generalization Through the Fisher Information of Training Data. 1974-1988 - Peipei Yuan
, Xinge You
, Hong Chen
, Yingjie Wang, Qinmu Peng
, Bin Zou
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Sparse Additive Machine With the Correntropy-Induced Loss. 1989-2003 - Hossein Taheri
, Ramtin Pedarsani, Christos Thrampoulidis:
Asymptotic Behavior of Adversarial Training in Binary Linear Classification. 2004-2012 - Jianxin Lin
, Yongqiang Tang
, Junping Wang, Wensheng Zhang
:
Constrained Maximum Cross-Domain Likelihood for Domain Generalization. 2013-2027 - Haixing Zhu
, Weipeng Liu
, Zhifan Gao
, Heye Zhang
:
Explainable Classification of Benign-Malignant Pulmonary Nodules With Neural Networks and Information Bottleneck. 2028-2039 - Yuxin Dong
, Tieliang Gong
, Hong Chen
, Chen Li
:
Efficient Approximations for Matrix-Based Rényi's Entropy on Sequential Data. 2040-2050 - Chenghao Li
, Tonghan Wang, Chengjie Wu, Qianchuan Zhao, Jun Yang, Chongjie Zhang
:
Celebrating Diversity With Subtask Specialization in Shared Multiagent Reinforcement Learning. 2051-2065 - Xiaokang Zhou
, Xuzhe Zheng
, Tian Shu
, Wei Liang
, Kevin I-Kai Wang
, Lianyong Qi
, Shohei Shimizu
, Qun Jin
:
Information Theoretic Learning-Enhanced Dual-Generative Adversarial Networks With Causal Representation for Robust OOD Generalization. 2066-2079 - Gaurav Kumar Nayak
, Ruchit Rawal
, Inder Khatri
, Anirban Chakraborty
:
Robust Few-Shot Learning Without Using Any Adversarial Samples. 2080-2090 - Maria Nareklishvili
, Marius Geitle
:
Deep Ensemble Transformers for Dimensionality Reduction. 2091-2102 - Keisuke Fujii
, Koh Takeuchi, Atsushi Kuribayashi, Naoya Takeishi, Yoshinobu Kawahara, Kazuya Takeda
:
Estimating Counterfactual Treatment Outcomes Over Time in Complex Multiagent Scenarios. 2103-2117 - Eric Ke Wang
, Mingjia Zhu
, Zicong Chen
, Jian Weng
, Ming Li
, Siu-Ming Yiu
, Weiping Ding
, Tianlong Gu
:
A Statistical Physics Perspective: Understanding the Causality Behind Convolutional Neural Network Adversarial Vulnerability. 2118-2132 - Zijun Cui
, Tian Gao, Kartik Talamadupula
, Qiang Ji
:
Knowledge-Augmented Deep Learning and its Applications: A Survey. 2133-2153 - Yajing Fan
, Shuyang Yu
, Bin Gu
, Ziran Xiong
, Zhou Zhai, Heng Huang
, Yi Chang
:
Global Model Selection for Semi-Supervised Support Vector Machine via Solution Paths. 2154-2168 - Xin Luo
, Zhibin Li
, Wenbin Yue
, Shuai Li
:
A Calibrator Fuzzy Ensemble for Highly-Accurate Robot Arm Calibration. 2169-2181 - Xingqun Qi
, Muyi Sun
, Zijian Wang, Jiaming Liu, Qi Li, Fang Zhao
, Shanghang Zhang
, Caifeng Shan
:
Biphasic Face Photo-Sketch Synthesis via Semantic-Driven Generative Adversarial Network With Graph Representation Learning. 2182-2195 - Jia Liu
, Donghai Zhai
, Wei Huang
, Shenggong Ji
, Junbo Zhang
, Tianrui Li
:
Daily Schedule Recommendation in Urban Life Based on Deep Reinforcement Learning. 2196-2205 - Zhenghua Xu
, Wenting Xu, Ruizhi Wang, Junyang Chen
, Chang Qi, Thomas Lukasiewicz
:
Hybrid Reinforced Medical Report Generation With M-Linear Attention and Repetition Penalty. 2206-2220 - Zhongguo Li
, Wen-Hua Chen
, Jun Yang
, Cunjia Liu
:
Cooperative Active Learning-Based Dual Control for Exploration and Exploitation in Autonomous Search. 2221-2233 - Qiwei Liu
, Huaicheng Yan
, Hao Zhang
, Lu Zeng, Chaoyang Chen
:
Adaptive Intermittent Pinning Control for Synchronization of Delayed Nonlinear Memristive Neural Networks With Reaction-Diffusion Items. 2234-2245 - Yingkui Zhang
, Mingqiang Wei
, Lei Zhu
, Guibao Shen, Fu Lee Wang
, Jing Qin
, Qiong Wang
:
Norest-Net: Normal Estimation Neural Network for 3-D Noisy Point Clouds. 2246-2258 - Youshen Xia
, Tiantian Ye
, Liqing Huang
:
Analysis and Application of Matrix-Form Neural Networks for Fast Matrix-Variable Convex Optimization. 2259-2273 - Vahid Saranirad
, Shirin Dora, Thomas Martin McGinnity
, Damien Coyle
:
CDNA-SNN: A New Spiking Neural Network for Pattern Classification Using Neuronal Assemblies. 2274-2287 - Lican Kang, Yuhui Liu
, Yuan Luo, Jerry Zhijian Yang
, Han Yuan
, Chang Zhu
:
Approximate Policy Iteration With Deep Minimax Average Bellman Error Minimization. 2288-2299 - Yongsik Jin
, Sang-Moon Lee
:
Sampled-Data State Estimation for LSTM. 2300-2313 - Li Dong
, Feibo Jiang
, Minjie Wang, Yubo Peng
, Xiaolong Li
:
Deep Progressive Reinforcement Learning-Based Flexible Resource Scheduling Framework for IRS and UAV-Assisted MEC System. 2314-2326 - Haitong Ma
, Changliu Liu
, Shengbo Eben Li
, Sifa Zheng
, Wenchao Sun
, Jianyu Chen
:
Learn Zero-Constraint-Violation Safe Policy in Model-Free Constrained Reinforcement Learning. 2327-2341 - Jasdeep Singh
, Subrahmanyam Murala
, G. Sankara Raju Kosuru
:
KL-DNAS: Knowledge Distillation-Based Latency Aware-Differentiable Architecture Search for Video Motion Magnification. 2342-2352 - Yifan Hu
, Lei Deng
, Yujie Wu
, Man Yao
, Guoqi Li
:
Advancing Spiking Neural Networks Toward Deep Residual Learning. 2353-2367 - Qiming Zou
, Einoshin Suzuki
:
Compact Goal Representation Learning via Information Bottleneck in Goal-Conditioned Reinforcement Learning. 2368-2381 - Bin Zhou
, Bing Huang
, Yumin Su, Cheng Zhu:
Interleaved Periodic Event-Triggered Communications-Based Distributed Formation Control for Cooperative Unmanned Surface Vessels. 2382-2394 - Kun Hu
, Yingyuan Xiao
, Wenguang Zheng, Wenxin Zhu
, Ching-Hsien Hsu
:
Multiview Large Margin Distribution Machine. 2395-2409 - Mingjin Zhang
, Haichen Bai
, Wenteng Shang
, Jie Guo
, Yunsong Li
, Xinbo Gao
:
MDEformer: Mixed Difference Equation Inspired Transformer for Compressed Video Quality Enhancement. 2410-2422 - Yang Tan
, Enming Zhang, Yang Li
, Shao-Lun Huang
, Xiao-Ping Zhang
:
Transferability-Guided Cross-Domain Cross-Task Transfer Learning. 2423-2436 - Yixuan Zhou
, Xing Xu
, Jingkuan Song
, Fumin Shen
, Heng Tao Shen
:
MSFlow: Multiscale Flow-Based Framework for Unsupervised Anomaly Detection. 2437-2450 - An Yang
, Ying Liu
, Chunguang Li
, Qinyuan Ren:
Deeply Supervised Block-Wise Neural Architecture Search. 2451-2464 - Hui Zhang
, Guiyang Luo
, Xiao Wang
, Yidong Li
, Weiping Ding
, Fei-Yue Wang
:
SASAN: Shape-Adaptive Set Abstraction Network for Point-Voxel 3D Object Detection. 2465-2479 - Pourya Shamsolmoali
, Masoumeh Zareapoor
, Swagatam Das
, Eric Granger
, Salvador García
:
Hybrid Gromov-Wasserstein Embedding for Capsule Learning. 2480-2494 - Paul Jungmann
, Julia Poray
, Akash Kumar
:
Analytical Uncertainty Propagation in Neural Networks. 2495-2508 - Yuqing Zhao
, Divya Saxena
, Jiannong Cao
:
AdaptCL: Adaptive Continual Learning for Tackling Heterogeneity in Sequential Datasets. 2509-2522 - Rui Wang
, Deyu Zhou
, Haiping Huang
, Yongquan Zhou
:
MIT: Mutual Information Topic Model for Diverse Topic Extraction. 2523-2537 - Shuang Li
, Rui Zhang
, Kaixiong Gong
, Mixue Xie
, Wenxuan Ma, Guangyu Gao
:
Source-Free Active Domain Adaptation via Augmentation-Based Sample Query and Progressive Model Adaptation. 2538-2550 - Thomas Limbacher
, Ozan Özdenizci
, Robert Legenstein
:
Memory-Dependent Computation and Learning in Spiking Neural Networks Through Hebbian Plasticity. 2551-2562 - Yanshan Xiao
, Bo Liu
, Zhifeng Hao
:
Multi-Instance Nonparallel Tube Learning. 2563-2577 - Boyu Dong
, Dong Chen
, Yu Wu
, Siliang Tang
, Yueting Zhuang
:
FADngs: Federated Learning for Anomaly Detection. 2578-2592 - Yan Luo
, Yongkang Wong
, Mohan S. Kankanhalli
, Qi Zhao
:
Learning to Predict Gradients for Semi-Supervised Continual Learning. 2593-2607 - Erdal Akin
:
Deep Reinforcement Learning-Based Multirestricted Dynamic-Request Transportation Framework. 2608-2618 - Quan Liu
, Mincheng Cai, Kun Chen
, Qingsong Ai
, Li Ma
:
Reconstruction of Adaptive Leaky Integrate-and-Fire Neuron to Enhance the Spiking Neural Networks Performance by Establishing Complex Dynamics. 2619-2633 - Jiahui Qu, Wenqian Dong, Yufei Yang
, Tongzhen Zhang, Yunsong Li, Qian Du:
Cycle-Refined Multidecision Joint Alignment Network for Unsupervised Domain Adaptive Hyperspectral Change Detection. 2634-2647 - Yi Liu
, De Cheng
, Dingwen Zhang
, Shoukun Xu, Jungong Han
:
Capsule Networks With Residual Pose Routing. 2648-2661 - Jie Lin
, Ting-Zhu Huang
, Xi-Le Zhao
, Teng-Yu Ji
, Qibin Zhao
:
Tensor Robust Kernel PCA for Multidimensional Data. 2662-2674 - Jiabin Liu
, Huadong Wang
, Hanyuan Hang, Shumin Ma
, Xin Shen
, Yong Shi
:
Self-Supervised Random Forest on Transformed Distribution for Anomaly Detection. 2675-2689 - Zhiwen Xiao
, Huagang Tong, Rong Qu
, Huanlai Xing
, Shouxi Luo
, Zonghai Zhu
, Fuhong Song
, Li Feng:
CapMatch: Semi-Supervised Contrastive Transformer Capsule With Feature-Based Knowledge Distillation for Human Activity Recognition. 2690-2704 - Yu Luo
, Tianying Ji, Fuchun Sun
, Huaping Liu, Jianwei Zhang
, Mingxuan Jing
, Wenbing Huang
:
Goal-Conditioned Hierarchical Reinforcement Learning With High-Level Model Approximation. 2705-2719 - Zhen Li, Yunfei Yang
:
Universality and Approximation Bounds for Echo State Networks With Random Weights. 2720-2732 - Youfa Liu
, Bo Du
:
Frequency Domain-Oriented Complex Graph Neural Networks for Graph Classification. 2733-2746 - Zhenyu Li
, Yazhong Luo
:
Deep Reinforcement Learning for Nash Equilibrium of Differential Games. 2747-2761 - Adeyemi D. Adeoye
, Alberto Bemporad
:
An Inexact Sequential Quadratic Programming Method for Learning and Control of Recurrent Neural Networks. 2762-2776 - Bing Yan
, Peng Shi
, Chee Peng Lim
, Yuan Sun
, Ramesh K. Agarwal
:
Security and Safety-Critical Learning-Based Collaborative Control for Multiagent Systems. 2777-2788 - Jinfu Fan
, Linqing Huang
, Chaoyu Gong
, Yang You
, Min Gan
, Zhongjie Wang
:
KMT-PLL: K-Means Cross-Attention Transformer for Partial Label Learning. 2789-2800 - Jiawei Wang
, Yuquan Le
, Da Cao
, Shaofei Lu
, Zhe Quan
, Meng Wang
:
Graph Reasoning With Supervised Contrastive Learning for Legal Judgment Prediction. 2801-2815 - Yu Duan
, Zhoumin Lu
, Rong Wang
, Xuelong Li
, Feiping Nie
:
Toward Balance Deep Semisupervised Clustering. 2816-2828 - Di Wu
, Zechao Li
, Zhikai Yu, Yi He
, Xin Luo
:
Robust Low-Rank Latent Feature Analysis for Spatiotemporal Signal Recovery. 2829-2842 - Giorgio Morales
, John W. Sheppard
:
Dual Accuracy-Quality-Driven Neural Network for Prediction Interval Generation. 2843-2853 - Vasco Lopes
, Luís A. Alexandre
:
Toward Less Constrained Macro-Neural Architecture Search. 2854-2868 - Xindi Yang
, Hao Zhang
, Zhuping Wang
, Shun-Feng Su
:
Learning Robust Predictive Control: A Spatial-Temporal Game Theoretic Approach. 2869-2880 - Ding Chen
, Peixi Peng
, Tiejun Huang
, Yonghong Tian
:
Fully Spiking Actor Network With Intralayer Connections for Reinforcement Learning. 2881-2893 - Hideaki Hayashi
:
A Hybrid of Generative and Discriminative Models Based on the Gaussian-Coupled Softmax Layer. 2894-2904 - Cheng-Hong Yang
, Sin-Hua Moi
, Li-Yeh Chuang
, Yu-Da Lin
:
An Information Fusion System-Driven Deep Neural Networks With Application to Cancer Mortality Risk Estimate. 2905-2916 - Weigang Cui
, Yansong Xiang, Yifan Wang
, Tao Yu
, Xiao-Feng Liao
, Bin Hu
, Yang Li
:
Deep Multiview Module Adaption Transfer Network for Subject-Specific EEG Recognition. 2917-2930 - Zhiwei Li, Cheng Wang
:
Achieving Sharp Upper Bounds on the Expressive Power of Neural Networks via Tropical Polynomials. 2931-2945 - Junwei Duan
, Shiyi Yao, Jiantao Tan, Yang Liu
, Long Chen
, Zhen Zhang
, C. L. Philip Chen
:
Extreme Fuzzy Broad Learning System: Algorithm, Frequency Principle, and Applications in Classification and Regression. 2946-2957 - Mingyue Guo
, Binghui Chen
, Zhaoyi Yan
, Yaowei Wang
, Qixiang Ye
:
Virtual Classification: Modulating Domain-Specific Knowledge for Multidomain Crowd Counting. 2958-2972 - Di Wang
, Ping Wang
, Zhong Ji
, Xiaojun Yang, Hong-Yue Li
:
Conformal Loss-Controlling Prediction. 2973-2983 - Wenxuan Ma
, Xing Yan
, Kun Zhang
:
Improving Uncertainty Quantification of Variance Networks by Tree-Structured Learning. 2984-2998 - Zeqiang Lai, Ying Fu
, Jun Zhang
:
Hyperspectral Image Super Resolution With Real Unaligned RGB Guidance. 2999-3011 - Jiahao Qi
, Zhiqiang Gong
, Xingyue Liu, Chen Chen, Ping Zhong
:
Masked Spatial-Spectral Autoencoders Are Excellent Hyperspectral Defenders. 3012-3026 - Tao Xie
, Kun Dai
, Zhiqiang Jiang
, Ruifeng Li
, Shouren Mao, Ke Wang
, Lijun Zhao
:
ViT-MVT: A Unified Vision Transformer Network for Multiple Vision Tasks. 3027-3041 - Baoyao Yang
, Pong C. Yuen
, Yiqun Zhang
, An Zeng
:
Allosteric Feature Collaboration for Model-Heterogeneous Federated Learning. 3042-3056 - Yanjiang Yu
, Puyang Zhang, Kaihao Zhang
, Wenhan Luo
, Changsheng Li
:
Multiprior Learning Via Neural Architecture Search for Blind Face Restoration. 3057-3070 - Wang Liu
, Xudong Kang
, Puhong Duan
, Zhuojun Xie
, Xiaohui Wei
, Shutao Li
:
SOSNet: Real-Time Small Object Segmentation via Hierarchical Decoding and Example Mining. 3071-3083 - Juntao Fei
, Lei Zhang
, Yunmei Fang:
Self-Constructing Chebyshev Fuzzy Neural Complementary Sliding Mode Control and its Application. 3084-3097 - Jing Xu
, Xinglin Pan
, Jingquan Wang, Wenjie Pei
, Qing Liao
, Zenglin Xu
:
CORE: CORrelation-Guided Feature Enhancement for Few-Shot Image Classification. 3098-3110 - Heyan Chai
, Jinhao Cui
, Siyu Tang, Ye Ding
, Xinwang Liu
, Binxing Fang, Qing Liao
:
MG-SIN: Multigraph Sparse Interaction Network for Multitask Stance Detection. 3111-3125 - Shawon Dey
, Hao Xu
:
Distributed Adaptive Flocking Control for Large-Scale Multiagent Systems. 3126-3135 - Ziyuan Yang
, Wenjun Xia
, Zexin Lu
, Yingyu Chen
, Xiaoxiao Li
, Yi Zhang
:
Hypernetwork-Based Physics-Driven Personalized Federated Learning for CT Imaging. 3136-3150 - Haolin Qin
, Daquan Zhou
, Tingfa Xu
, Ziyang Bian, Jianan Li
:
Factorization Vision Transformer: Modeling Long-Range Dependency With Local Window Cost. 3151-3164 - Yujuan Han
, Wenlian Lu
, Tianping Chen
:
Intralayer Synchronization and Interlayer Quasisynchronization in Multiplex Networks of Nonidentical Layers. 3165-3174 - Geng Chen
, Qingyue Wang, Bo Dong, Ruitao Ma, Nian Liu
, Huazhu Fu
, Yong Xia
:
EM-Trans: Edge-Aware Multimodal Transformer for RGB-D Salient Object Detection. 3175-3188 - Ziming Wang
, Yuhao Zhang
, Shuang Lian
, Xiaoxin Cui
, Rui Yan
, Huajin Tang
:
Toward High-Accuracy and Low-Latency Spiking Neural Networks With Two-Stage Optimization. 3189-3203 - Yupei Zhang
, Yifei Wang
, Yuxin Li
, Yunan Xu
, Shuangshuang Wei, Shuhui Liu
, Xuequn Shang
:
Federated Discriminative Representation Learning for Image Classification. 3204-3217 - Zhibin Dong
, Jiaqi Jin, Yuyang Xiao, Bin Xiao
, Siwei Wang
, Xinwang Liu
, En Zhu
:
Subgraph Propagation and Contrastive Calibration for Incomplete Multiview Data Clustering. 3218-3230 - Yuzhong Chen
, Zhenxiang Xiao
, Yu Du, Lin Zhao
, Lu Zhang
, Zihao Wu, Dajiang Zhu
, Tuo Zhang
, Dezhong Yao
, Xintao Hu, Tianming Liu
, Xi Jiang
:
A Unified and Biologically Plausible Relational Graph Representation of Vision Transformers. 3231-3243 - Wenxuan Tu
, Bin Xiao
, Xinwang Liu
, Sihang Zhou
, Zhiping Cai
, Jieren Cheng
:
Revisiting Initializing Then Refining: An Incomplete and Missing Graph Imputation Network. 3244-3257 - Qiang Zhu
, Feiyu Chen
, Shuyuan Zhu
, Yu Liu
, Xue Zhou
, Ruiqin Xiong
, Bing Zeng
:
DVSRNet: Deep Video Super-Resolution Based on Progressive Deformable Alignment and Temporal-Sparse Enhancement. 3258-3272 - Alaa Tharwat
, Wolfram Schenck
:
Active Learning for Handling Missing Data. 3273-3287 - Zhangkai Wu
, Longbing Cao
, Lei Qi
:
eVAE: Evolutionary Variational Autoencoder. 3288-3299 - Morgan B. Talbot
, Rushikesh Zawar
, Rohil Badkundri
, Mengmi Zhang
, Gabriel Kreiman
:
Tuned Compositional Feature Replays for Efficient Stream Learning. 3300-3314 - Ningning Bai
, Xiaofeng Wang
, Ruidong Han
, Qin Wang
, Zinian Liu:
PAFormer: Anomaly Detection of Time Series With Parallel-Attention Transformer. 3315-3328 - Shiye Lei
, Fengxiang He
, Haowen Chen, Dacheng Tao
:
Attentive Learning Facilitates Generalization of Neural Networks. 3329-3342 - Zhengming Li
, Jiahui Chen
, Peifeng Zhang
, Huiwu Huang
, Guanbin Li
:
DSFedCon: Dynamic Sparse Federated Contrastive Learning for Data-Driven Intelligent Systems. 3343-3355 - Wenwen Wei
, Ping Wei
, Zhimin Liao
, Jialu Qin
, Xiang Cheng
, Meiqin Liu
, Nanning Zheng
:
Semantic Consistency Reasoning for 3-D Object Detection in Point Clouds. 3356-3369 - Nisha Huang
, Yuxin Zhang
, Fan Tang
, Chongyang Ma, Haibin Huang, Weiming Dong
, Changsheng Xu
:
DiffStyler: Controllable Dual Diffusion for Text-Driven Image Stylization. 3370-3383 - Yi Li
, Luming Zhang
, Lin Shao:
LR Aerial Photo Categorization by Cross-Resolution Perceptual Knowledge Propagation. 3384-3395 - Zhaofei Yu
, Tong Bu, Yijun Zhang
, Shanshan Jia
, Tiejun Huang
, Jian K. Liu
:
Robust Decoding of Rich Dynamical Visual Scenes With Retinal Spikes. 3396-3409 - Siqi Li, Jun Chen
, Shanqi Liu
, Chengrui Zhu, Guanzhong Tian
, Yong Liu
:
MCMC: Multi-Constrained Model Compression via One-Stage Envelope Reinforcement Learning. 3410-3422 - Chunyan Xiong, Chaoxing Zhang
, Mengli Lu, Xiaotong Yu, Jian Cao
, Zhong Chen
, Di Guo
, Xiaobo Qu
:
Convex Dual Theory Analysis of Two-Layer Convolutional Neural Networks With Soft-Thresholding. 3423-3435 - Zhuo Su
, Jiehua Zhang
, Tianpeng Liu
, Zhen Liu
, Shuanghui Zhang
, Matti Pietikäinen
, Li Liu
:
Boosting Convolutional Neural Networks With Middle Spectrum Grouped Convolution. 3436-3449 - Zhong Ji
, Zhanyu Jiao
, Qiang Wang
, Yanwei Pang
, Jungong Han
:
Imbalance Mitigation for Continual Learning via Knowledge Decoupling and Dual Enhanced Contrastive Learning. 3450-3463 - Sichao Fu
, Qinmu Peng
, Yang He, Xiaorui Wang, Bin Zou, Duanquan Xu, Xiao-Yuan Jing, Xinge You
:
Multilevel Contrastive Graph Masked Autoencoders for Unsupervised Graph-Structure Learning. 3464-3478 - Liao Zhu
, Qinglai Wei
, Ping Guo
:
Synergetic Learning Neuro-Control for Unknown Affine Nonlinear Systems With Asymptotic Stability Guarantees. 3479-3489 - Dawen Wu
, Abdel Lisser
:
Parallel Solution of Nonlinear Projection Equations in a Multitask Learning Framework. 3490-3503 - Baiyang He
, Ying Meng
, Lixin Tang
:
An Off-Policy Reinforcement Learning-Based Adaptive Optimization Method for Dynamic Resource Allocation Problem. 3504-3518 - Mengran Li
, Yong Zhang
, Shaofan Wang
, Yongli Hu
, Baocai Yin
:
Redundancy is Not What You Need: An Embedding Fusion Graph Auto-Encoder for Self-Supervised Graph Representation Learning. 3519-3533 - Zanyu Tang
, Yunong Zhang
, Liangjie Ming:
Novel Snap-Layer MMPC Scheme via Neural Dynamics Equivalency and Solver for Redundant Robot Arms With Five-Layer Physical Limits. 3534-3546 - Xiaohan Yu
, Zicheng Pan
, Yang Zhao
, Yongsheng Gao
:
Self-Supervised Lie Algebra Representation Learning via Optimal Canonical Metric. 3547-3558 - Xuexiong Luo
, Jia Wu
, Jian Yang
, Hongyang Chen
, Zhao Li
, Hao Peng
, Chuan Zhou
:
Knowledge Distillation Guided Interpretable Brain Subgraph Neural Networks for Brain Disorder Exploration. 3559-3572 - Longjie Zhang
, Yong Chen
:
Finite-Time Adaptive Dynamic Programming for Affine-Form Nonlinear Systems. 3573-3586 - Lingyuan Meng
, Ke Liang
, Bin Xiao
, Sihang Zhou
, Yue Liu, Meng Liu
, Xihong Yang
, Xinwang Liu
, Jinyan Li:
SARF: Aliasing Relation-Assisted Self-Supervised Learning for Few-Shot Relation Reasoning. 3587-3597 - Hejia Qiu
, Chao Li, Ying Weng
, Zhun Sun, Qibin Zhao
:
Fractional Tensor Recurrent Unit (fTRU): A Stable Forecasting Model With Long Memory. 3598-3607 - Kangping Gao
, Jianquan Lu
, Wei Xing Zheng
, Xiangyong Chen
:
Synchronization in Coupled Neural Networks With Hybrid Delayed Impulses: Average Impulsive Delay-Gain Method. 3608-3617 - Junwei Sun
, Yu Zhai
, Peng Liu
, Yanfeng Wang
:
Memristor-Based Neural Network Circuit of Associative Memory With Overshadowing and Emotion Congruent Effect. 3618-3630 - Jie Lian
, Lizhi Wang
, He Sun
, Hua Huang
:
GT-HAD: Gated Transformer for Hyperspectral Anomaly Detection. 3631-3645 - Shizhe Hu
, Chengkun Zhang
, Guoliang Zou
, Zhengzheng Lou
, Yangdong Ye
:
Deep Multiview Clustering by Pseudo-Label Guided Contrastive Learning and Dual Correlation Learning. 3646-3658 - Zhaohui Qi
, Yingqiang Ning, Lin Xiao
, Zidong Wang
, Yongjun He
:
Efficient Predefined-Time Adaptive Neural Networks for Computing Time-Varying Tensor Moore-Penrose Inverse. 3659-3670 - Yuxuan Shen
, Zidong Wang
, Hongli Dong
, Hongjian Liu
, Xiaohui Liu
:
Joint State and Unknown Input Estimation for a Class of Artificial Neural Networks With Sensor Resolution: An Encoding-Decoding Mechanism. 3671-3681 - Peng Wan
, Zhigang Zeng
:
Convergence-Rate-Based Event-Triggered Mechanisms for Quasi-Synchronization of Delayed Nonlinear Systems on Time Scales. 3682-3692 - Bo Liu
, Xuan Li, Junjie Huang
, Housheng Su
:
Controllability of N-Duplication Corona Product Networks With Laplacian Dynamics. 3693-3707 - Yulu Fu
, Yuting Li
, Qiong Huang
, Jinrong Cui, Jie Wen
:
Anchor Graph Network for Incomplete Multiview Clustering. 3708-3719 - Lei Ren
, Haiteng Wang
, Tingyu Mo
, Laurence T. Yang
:
A Lightweight Group Transformer-Based Time Series Reduction Network for Edge Intelligence and Its Application in Industrial RUL Prediction. 3720-3729 - Ruiheng Zhang
, Zhe Cao
, Shuo Yang
, Lingyu Si, Haoyang Sun, Lixin Xu
, Fuchun Sun
:
Cognition-Driven Structural Prior for Instance-Dependent Label Transition Matrix Estimation. 3730-3743 - Keke Huang
, Hengxing Zhu, Dehao Wu, Chunhua Yang
, Weihua Gui
:
EaLDL: Element-Aware Lifelong Dictionary Learning for Multimode Process Monitoring. 3744-3757 - Wenbin Qian
, Yanqiang Tu
, Jintao Huang
, Wenhao Shu, Yiu-Ming Cheung
:
Partial Multilabel Learning Using Noise-Tolerant Broad Learning System With Label Enhancement and Dimensionality Reduction. 3758-3772 - Wei Yu
, Ning Yang
, Zhijiong Wang, Hung Chun Li, Anguo Zhang
, Chaoxu Mu
, Sio-Hang Pun
:
Fault-Tolerant Attitude Tracking Control Driven by Spiking NNs for Unmanned Aerial Vehicles. 3773-3785 - Jing Wang
, Jianhui Lv
, Xin Geng
:
Label Distribution Learning by Partitioning Label Distribution Manifold. 3786-3796 - Weiqing Yan
, Yuanyang Zhang, Chang Tang
, Wujie Zhou
, Weisi Lin
:
Anchor-Sharing and Cluster-Wise Contrastive Network for Multiview Representation Learning. 3797-3807 - Hao Wang
, Jiahu Qin
, Zhen Kan
:
Shielded Planning Guided Data-Efficient and Safe Reinforcement Learning. 3808-3819 - Jisheng Dang
, Huicheng Zheng
, Xiaohao Xu
, Longguang Wang
, Qingyong Hu
, Yulan Guo
:
Adaptive Sparse Memory Networks for Efficient and Robust Video Object Segmentation. 3820-3833 - Richeng Jin
, Yuding Liu, Yufan Huang
, Xiaofan He
, Tianfu Wu
, Huaiyu Dai
:
Sign-Based Gradient Descent With Heterogeneous Data: Convergence and Byzantine Resilience. 3834-3846 - Ziheng Jiao
, Xuelong Li
:
An End-to-End Deep Graph Clustering via Online Mutual Learning. 3847-3854 - Tatsuya Akutsu
, Avraham A. Melkman
:
On the Size and Width of the Decoder of a Boolean Threshold Autoencoder. 3855-3862 - Lei Zhai
, Yitong Li, Zhixi Feng, Shuyuan Yang
, Hao Tan:
Learning Cross-Domain Features With Dual-Path Signal Transformer. 3863-3869 - Chenlin Zhang, Shijun Lin, Hao Wang
, Ziyang Chen
, Shaochen Wang
, Zhen Kan
:
Data-Driven Safe Policy Optimization for Black-Box Dynamical Systems With Temporal Logic Specifications. 3870-3877 - Qiaolin Ye
, Jie Yang, Hao Zheng, Liyong Fu
:
Convergence Analysis on Trace Ratio Linear Discriminant Analysis Algorithms. 3878-3881
Volume 36, Number 3, March 2025
- Yanwei Pang
, Fahad Shahbaz Khan
, Xin Lu, Fabio Cuzzolin
:
Guest Editorial Special Issue on Effective Feature Fusion in Deep Neural Networks. 3886-3889 - Keke Tang
, Yuexin Ma, Dingruibo Miao, Peng Song
, Zhaoquan Gu, Zhihong Tian
, Wenping Wang
:
Decision Fusion Networks for Image Classification. 3890-3903 - Yuanduo Hong
, Huihui Pan
, Yisong Jia, Weichao Sun
, Huijun Gao
:
ResDNet: Efficient Dense Multi-Scale Representations With Residual Learning for High-Level Vision Tasks. 3904-3915 - Baochang Zhang
, Runqi Wang, Xiaodi Wang, Jungong Han
, Rongrong Ji
:
Modulated Convolutional Networks. 3916-3929 - Guanzhong Tian
, Yiran Sun, Yuang Liu, Xianfang Zeng
, Mengmeng Wang
, Yong Liu
, Jiangning Zhang
, Jun Chen
:
Adding Before Pruning: Sparse Filter Fusion for Deep Convolutional Neural Networks via Auxiliary Attention. 3930-3942 - Chen Ou
, Hongqiu Zhu
, Yuri A. W. Shardt
, Lingjian Ye
, Xiaofeng Yuan
, Yalin Wang
, Chunhua Yang
:
Quality-Driven Regularization for Deep Learning Networks and Its Application to Industrial Soft Sensors. 3943-3953 - Saeed Anwar
, Nick Barnes
, Lars Petersson
:
Attention-Based Real Image Restoration. 3954-3964 - Chun-Mei Feng
, Zhanyuan Yang
, Huazhu Fu
, Yong Xu
, Jian Yang
, Ling Shao
:
DONet: Dual-Octave Network for Fast MR Image Reconstruction. 3965-3975 - Shan Gao
, Guangqian Guo
, Hanqiao Huang
, C. L. Philip Chen
:
Go Deep or Broad? Exploit Hybrid Network Architecture for Weakly Supervised Object Classification and Localization. 3976-3989 - Pingyu Wang
, Fei Su
, Zhicheng Zhao
, Yanyun Zhao
, Nikolaos V. Boulgouris
:
GAReID: Grouped and Attentive High-Order Representation Learning for Person Re-Identification. 3990-4004 - Yutao Hu, Xiaolong Jiang, Xuhui Liu, Xiaoyan Luo, Yao Hu, Xianbin Cao, Baochang Zhang, Jun Zhang:
Hierarchical Self-Distilled Feature Learning for Fine-Grained Visual Categorization. 4005-4018 - Xing Zhao
, Haoran Liang
, Ronghua Liang
:
Position Fusing and Refining for Clear Salient Object Detection. 4019-4028 - Xiaofeng Ding
, Chaomin Shen
, Tieyong Zeng
, Yaxin Peng
:
SAB Net: A Semantic Attention Boosting Framework for Semantic Segmentation. 4029-4041 - Shijie Hao
, Yuan Zhou
, Yanrong Guo
, Richang Hong
, Jun Cheng
, Meng Wang
:
Real-Time Semantic Segmentation via Spatial-Detail Guided Context Propagation. 4042-4053 - Bingrong Xu
, Zhigang Zeng
, Cheng Lian
, Zhengming Ding
:
Generative Mixup Networks for Zero-Shot Learning. 4054-4065 - Shafin Rahman
, Salman Khan
, Nick Barnes
:
Polarity Loss: Improving Visual-Semantic Alignment for Zero-Shot Detection. 4066-4078 - Shijie Li
, Yun Liu
, Juergen Gall
:
Rethinking 3-D LiDAR Point Cloud Segmentation. 4079-4090 - Kai Sun
, Jiangshe Zhang
, Shuang Xu, Zixiang Zhao
, Chunxia Zhang
, Junmin Liu
, Junying Hu:
CACNN: Capsule Attention Convolutional Neural Networks for 3D Object Recognition. 4091-4102 - Changhao Chen
, Stefano Rosa
, Chris Xiaoxuan Lu
, Bing Wang
, Niki Trigoni
, Andrew Markham
:
Learning Selective Sensor Fusion for State Estimation. 4103-4117 - Andong Lu
, Cun Qian, Chenglong Li
, Jin Tang
, Liang Wang
:
Duality-Gated Mutual Condition Network for RGBT Tracking. 4118-4131 - Wujie Zhou
, Qinling Guo, Jingsheng Lei, Lu Yu
, Jenq-Neng Hwang
:
IRFR-Net: Interactive Recursive Feature-Reshaping Network for Detecting Salient Objects in RGB-D Images. 4132-4144 - Lu Zhang
, Zhiyong Liu
, Xiangyu Zhu
, Zhan Song, Xu Yang
, Zhen Lei
, Hong Qiao
:
Weakly Aligned Feature Fusion for Multimodal Object Detection. 4145-4159 - Jianjian Cao
, Xiameng Qin
, Sanyuan Zhao
, Jianbing Shen
:
Bilateral Cross-Modality Graph Matching Attention for Feature Fusion in Visual Question Answering. 4160-4171 - Qihui Han
, Cheolkon Jung
:
Deep Selective Fusion of Visible and Near-Infrared Images Using Unsupervised U-Net. 4172-4183 - Zhuang Shao
, Jungong Han
, Demetris Marnerides
, Kurt Debattista
:
Region-Object Relation-Aware Dense Captioning via Transformer. 4184-4195 - Wangli Hao
, He Guan
, Zhaoxiang Zhang
:
VAG: A Uniform Model for Cross-Modal Visual-Audio Mutual Generation. 4196-4208 - Liyan Zhang
, Guodong Du
, Fan Liu
, Huawei Tu
, Xiangbo Shu
:
Global-Local Multiple Granularity Learning for Cross-Modality Visible-Infrared Person Reidentification. 4209-4219 - Yang Yang, Guan'an Wang
, Prayag Tiwari
, Hari Mohan Pandey
, Zhen Lei
:
Pixel and Feature Transfer Fusion for Unsupervised Cross-Dataset Person Reidentification. 4220-4232 - Ying Zhao, Shuang Li
, Rui Zhang
, Chi Harold Liu
, Weipeng Cao
, Xizhao Wang
, Song Tian:
Semantic Correlation Transfer for Heterogeneous Domain Adaptation. 4233-4245 - Jifeng Guo
, C. L. Philip Chen
, Zhulin Liu
, Xixin Yang
:
Dynamic Neural Network Structure: A Review for its Theories and Applications. 4246-4266 - Bahareh Nikpour
, Dimitrios Sinodinos
, Narges Armanfard
:
Deep Reinforcement Learning in Human Activity Recognition: A Survey and Outlook. 4267-4278 - Rui Liu
, Pengwei Xing
, Zichao Deng, Anran Li
, Cuntai Guan
, Han Yu
:
Federated Graph Neural Networks: Overview, Techniques, and Challenges. 4279-4295 - Quan Qian
, Jun Luo
, Yi Qin
:
Adaptive Intermediate Class-Wise Distribution Alignment: A Universal Domain Adaptation and Generalization Method for Machine Fault Diagnosis. 4296-4310 - Huafeng Li
, Ming Yuan, Jinxing Li
, Yu Liu
, Guangming Lu
, Yong Xu
, Zhengtao Yu
, David Zhang
:
Focus Affinity Perception and Super-Resolution Embedding for Multifocus Image Fusion. 4311-4325 - Long Jin
, Jinchuan Zhao, Liangming Chen
, Shuai Li
:
Collective Neural Dynamics for Sparse Motion Planning of Redundant Manipulators Without Hessian Matrix Inversion. 4326-4335 - Diego Isla-Cernadas, Manuel Fernández Delgado
, Eva Cernadas
, Manisha Sanjay Sirsat
, Haitham Maarouf
, Senén Barro
:
Closed-Form Gaussian Spread Estimation for Small and Large Support Vector Classification. 4336-4344 - Yu Xue
, Xiaolong Han
, Ferrante Neri
, Jiafeng Qin
, Danilo Pelusi
:
A Gradient-Guided Evolutionary Neural Architecture Search. 4345-4357 - Van Tien Pham
, Yassine Zniyed
, Thanh Phuong Nguyen
:
Enhanced Network Compression Through Tensor Decompositions and Pruning. 4358-4370 - Qian Li
, Zhichao Wang, Haiyang Xia
, Gang Li
, Yanan Cao
, Lina Yao
, Guandong Xu
:
HOT-GAN: Hilbert Optimal Transport for Generative Adversarial Network. 4371-4384 - Seongmin Lee
, Suwoong Heo
, Sanghoon Lee
:
DMESH: A Structure-Preserving Diffusion Model for 3-D Mesh Denoising. 4385-4399 - Cheng Wen
, Jianzhi Long, Baosheng Yu
, Dacheng Tao
:
PointWavelet: Learning in Spectral Domain for 3-D Point Cloud Analysis. 4400-4412 - Hongxiang Jiang
, Xiaoyan Luo
, Jihao Yin
, Huazhu Fu
, Fuxiang Wang:
Orthogonal Subspace Representation for Generative Adversarial Networks. 4413-4427 - Yong-Sheng Ma
, Wei-Wei Che
:
A Hierarchical Distributed Data-Driven Adaptive Learning Control for Nonaffine Nonlinear MASs. 4428-4436 - Ruicong Zhi
, Yicheng Meng
, Junyi Hou
, Jun Wan
:
Dual Balanced Class-Incremental Learning With im-Softmax and Angular Rectification. 4437-4447 - Bowen Pang
, Liyi Huang
, Qingsong Li
, Wei Wei
:
A Continuous Volatility Forecasting Model Based on Neural Differential Equations and Scale-Similarity. 4448-4461 - Tianyu Zhang
, Chengbin Hou
, Rui Jiang
, Xuegong Zhang
, Chenghu Zhou
, Ke Tang
, Hairong Lv
:
Label Informed Contrastive Pretraining for Node Importance Estimation on Knowledge Graphs. 4462-4476 - Sina Ghiassian
, Banafsheh Rafiee
, Richard S. Sutton
:
Off-Policy Prediction Learning: An Empirical Study of Online Algorithms. 4477-4491 - Ruoyu Zhao, Mingrui Zhu
, Nannan Wang
, Xinbo Gao
:
Few-Shot Face Stylization via GAN Prior Distillation. 4492-4503 - Quan Zhou
, Huimin Shi, Weikang Xiang, Bin Kang
, Longin Jan Latecki
:
DPNet: Dual-Path Network for Real-Time Object Detection With Lightweight Attention. 4504-4518 - Boyue Wang
, Yujian Ma, Xiaoyan Li
, Junbin Gao
, Yongli Hu
, Baocai Yin
:
Bridging the Cross-Modality Semantic Gap in Visual Question Answering. 4519-4531 - Kun Zhu
, Pengyu Song
, Chunhui Zhao
:
Fuzzy State-Driven Cross-Time Spatial Dependence Learning for Multivariate Time-Series Anomaly Detection. 4532-4544 - Jingcai Guo
, Han Wang, Yuanyuan Xu, Wenchao Xu
, Yufeng Zhan
, Yuxia Sun
, Song Guo
:
Multimodal Dual-Embedding Networks for Malware Open-Set Recognition. 4545-4559 - Kewei Wu
, Wenjie Luo, Zhao Xie
, Dan Guo
, Zhao Zhang
, Richang Hong
:
Ensemble Prototype Network For Weakly Supervised Temporal Action Localization. 4560-4574 - Giulia Fracastoro
, Sophie M. Fosson
, Andrea Migliorati
, Giuseppe Carlo Calafiore
:
Playing the Lottery With Concave Regularizers for Sparse Trainable Neural Networks. 4575-4585 - Zhengming Chen
, Jie Qiao
, Feng Xie
, Ruichu Cai
, Zhifeng Hao
, Keli Zhang
:
Testing Conditional Independence Between Latent Variables by Independence Residuals. 4586-4598 - Shuo Yu
, Huafei Huang
, Yanming Shen
, Pengfei Wang
, Qiang Zhang
, Ke Sun
, Honglong Chen
:
Formulating and Representing Multiagent Systems With Hypergraphs. 4599-4613 - Yuki Hirayama
, Shinya Takamaeda-Yamazaki
:
Scalable Moment Propagation and Analysis of Variational Distributions for Practical Bayesian Deep Learning. 4614-4624 - Binit Singh, Divij Singh, Rohan Kaushal, Agrya Halder
, Pratik Chattopadhyay
:
GSSTU: Generative Spatial Self-Attention Transformer Unit for Enhanced Video Prediction. 4625-4638 - Xiao Ma, Yuan Yuan
, Lei Guo
:
Hierarchical Reinforcement Learning for UAV-PE Game With Alternative Delay Update Method. 4639-4651 - Pengwei Liang
, Junjun Jiang
, Xianming Liu
, Jiayi Ma
:
Image Deblurring by Exploring In-Depth Properties of Transformer. 4652-4663 - Bo-Jian Zhang
, Guang-Hai Liu
, Zuo-Yong Li
, Shu-Xiang Song
:
Locating Target Regions for Image Retrieval in an Unsupervised Manner. 4664-4676 - Mingfeng Fan
, Yaoxin Wu
, Zhiguang Cao
, Wen Song
, Guillaume Sartoretti
, Huan Liu
, Guohua Wu
:
Conditional Neural Heuristic for Multiobjective Vehicle Routing Problems. 4677-4689 - Cong Xu
, Wei Zhang
, Jun Wang
, Min Yang
:
Understanding Adversarial Robustness From Feature Maps of Convolutional Layers. 4690-4702 - Wensheng Tang
, Hang Cai
, Lin Xiao
, Yongjun He
, Linju Li, Qiuyue Zuo, Jichun Li
:
A Predefined-Time Adaptive Zeroing Neural Network for Solving Time-Varying Linear Equations and Its Application to UR5 Robot. 4703-4712 - Bo Zhao
, Shunchao Zhang
, Derong Liu
:
Self-Triggered Approximate Optimal Neuro-Control for Nonlinear Systems Through Adaptive Dynamic Programming. 4713-4723 - Yuning Qiu
, Guoxu Zhou
, Andong Wang, Qibin Zhao
, Shengli Xie
:
Balanced Unfolding Induced Tensor Nuclear Norms for High-Order Tensor Completion. 4724-4737 - Jialin Tian
, Abdulmotaleb El-Saddik
, Xing Xu
, Dongshuai Li, Zuo Cao
, Heng Tao Shen
:
Intrinsic Consistency Preservation With Adaptively Reliable Samples for Source-Free Domain Adaptation. 4738-4749 - Haoran Dou
, Seppo Virtanen
, Nishant Ravikumar
, Alejandro F. Frangi
:
A Generative Shape Compositional Framework to Synthesize Populations of Virtual Chimeras. 4750-4764 - Riccardo Rosati
, Luca Romeo
, Víctor Manuel Vargas
, Pedro Antonio Gutiérrez
, Emanuele Frontoni
, César Hervás-Martínez:
Learning Ordinal-Hierarchical Constraints for Deep Learning Classifiers. 4765-4778 - Conghui Wang
, Zhiguang Cao
, Yaoxin Wu
, Long Teng
, Guohua Wu
:
Deep Reinforcement Learning for Solving Vehicle Routing Problems With Backhauls. 4779-4793 - Qi Yao
, Tengda Wei
, Ping Lin
, Linshan Wang
:
Finite-Time Boundedness of Impulsive Delayed Reaction-Diffusion Stochastic Neural Networks. 4794-4804 - Lucas B. V. de Amorim
, George D. C. Cavalcanti
, Rafael M. O. Cruz
:
Meta-Scaler: A Meta-Learning Framework for the Selection of Scaling Techniques. 4805-4819 - Jian Liu
, Wei Sun
, Chongpei Liu
, Hui Yang, Xing Zhang
, Ajmal Mian
:
MH6D: Multi-Hypothesis Consistency Learning for Category-Level 6-D Object Pose Estimation. 4820-4833 - Pin Zhang
, Wenhan Dong, Ming Cai
, Shengde Jia
, Zipeng Wang
:
MEOL: A Maximum-Entropy Framework for Options Learning. 4834-4848 - Qiujie Lv
, Guanxing Chen
, Ziduo Yang
, Weihe Zhong
, Calvin Yu-Chian Chen
:
Meta-MolNet: A Cross-Domain Benchmark for Few Examples Drug Discovery. 4849-4863 - Vasyl P. Martsenyuk
, Marcin Bernas
, Aleksandra Klos-Witkowska
:
On Model of Recurrent Neural Network on a Time Scale: Exponential Convergence and Stability Research. 4864-4878 - Feiping Nie
, Han Liu
, Rong Wang
, Xuelong Li
:
Parameter-Free Multiview K-Means Clustering With Coordinate Descent Method. 4879-4892 - Mou Wu
, Haibin Liao
, Zhengtao Ding
, Yonggang Xiao
:
MUSIC: Accelerated Convergence for Distributed Optimization With Inexact and Exact Methods. 4893-4907 - Wei Ai
, Yuntao Shou
, Tao Meng
, Keqin Li
:
DER-GCN: Dialog and Event Relation-Aware Graph Convolutional Neural Network for Multimodal Dialog Emotion Recognition. 4908-4921 - Yuxuan Shen
, Zidong Wang
, Hongli Dong
, Hongjian Liu
, Yun Chen
:
Set-Membership State Estimation for Multirate Nonlinear Complex Networks Under FlexRay Protocols: A Neural-Network-Based Approach. 4922-4933 - Jinye Qu
, Zeyu Gao
, Tielin Zhang
, Yanfeng Lu
, Huajin Tang
, Hong Qiao:
Spiking Neural Network for Ultralow-Latency and High-Accurate Object Detection. 4934-4946 - Ben Yang
, Xuetao Zhang
, Jinghan Wu
, Feiping Nie
, Zhiping Lin
, Fei Wang, Badong Chen
:
Fast Multiview Anchor-Graph Clustering. 4947-4958 - Jingyang Huo, Jiali Yu
, Min Wang, Zhang Yi
, Jinsong Leng, Yong Liao:
Coexistence of Cyclic Sequential Pattern Recognition and Associative Memory in Neural Networks by Attractor Mechanisms. 4959-4970 - Xiaoyan Zhao
, Min Yang
, Qiang Qu
, Ruifeng Xu
:
Few-Shot Relation Extraction With Automatically Generated Prompts. 4971-4983 - Mengzhu Wang
, Junze Liu, Ge Luo
, Shanshan Wang
, Wei Wang
, Long Lan
, Ye Wang
, Feiping Nie
:
Smooth-Guided Implicit Data Augmentation for Domain Generalization. 4984-4995 - Seema Dhull
, Walid Al Misba
, Arshid Nisar
, Jayasimha Atulasimha
, Brajesh Kumar Kaushik
:
Quantized Magnetic Domain Wall Synapse for Efficient Deep Neural Networks. 4996-5005 - Yuqing Chen, Zhencai Shen
, Daoliang Li
, Ping Zhong
, Yingyi Chen
:
Heterogeneous Domain Adaptation With Generalized Similarity and Dissimilarity Regularization. 5006-5019 - Iyyakutti Iyappan Ganapathi
, Fayaz Ali Dharejo
, Sajid Javed
, Syed Sadaf Ali, Naoufel Werghi
:
Unsupervised Dual Transformer Learning for 3-D Textured Surface Segmentation. 5020-5031 - Wei Liu
, Jianhang Zhao, Huanyu Zhao
, Qian Ma
, Shengyuan Xu
, Ju H. Park
:
Neural Preassigned Performance Control for State-Constrained Nonlinear Systems Subject to Disturbances. 5032-5043 - Fuli Wang
, Karelia Pena-Pena
, Wei Qian
, Gonzalo R. Arce
:
T-HyperGNNs: Hypergraph Neural Networks via Tensor Representations. 5044-5058 - Jing Zhang
, Xiaoqiang Liu
, Zhe Wang
:
Latent Attention Network With Position Perception for Visual Question Answering. 5059-5069 - Haoen Huang
, Zhigang Zeng
:
An Accelerated Approach on Adaptive Gradient Neural Network for Solving Time-Dependent Linear Equations: A State-Triggered Perspective. 5070-5081 - Lian Xu
, Mohammed Bennamoun
, Farid Boussaïd
, Wanli Ouyang
, Ferdous Sohel
, Dan Xu
:
Auxiliary Tasks Enhanced Dual-Affinity Learning for Weakly Supervised Semantic Segmentation. 5082-5096 - Aichun Zhu
, Zijie Wang, Jingyi Xue, Xili Wan
, Jing Jin, Tian Wang
, Hichem Snoussi
:
Improving Text-Based Person Retrieval by Excavating All-Round Information Beyond Color. 5097-5111 - Rui-Jie Zhu, Malu Zhang
, Qihang Zhao, Haoyu Deng
, Yule Duan, Liang-Jian Deng
:
TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks. 5112-5125 - Songqiao Hu
, Zeyi Liu
, Minyue Li, Xiao He
:
CADM+: Confusion-Based Learning Framework With Drift Detection and Adaptation for Real-Time Safety Assessment. 5126-5139 - Renwei Dian
, Yuanye Liu
, Shutao Li
:
Spectral Super-Resolution via Deep Low-Rank Tensor Representation. 5140-5150 - Mingkun Xu
, Faqiang Liu
, Yifan Hu
, Hongyi Li
, Yuanyuan Wei
, Shuai Zhong, Jing Pei
, Lei Deng
:
Adaptive Synaptic Scaling in Spiking Networks for Continual Learning and Enhanced Robustness. 5151-5165 - Xinhui Zhu, Jianwei Fan
, Shuang Pan, Yanling Li, Jian Li
, Mingliang Xu
:
MNTZNN for Solving Hybrid Double-Deck Dynamic Nonlinear Equation System Applied to Robot Manipulator Control. 5166-5176 - David Mulvey
, Chuan Heng Foh
, Muhammad Ali Imran
, Rahim Tafazolli
:
Use of Parallel Explanatory Models to Enhance Transparency of Neural Network Configurations for Cell Degradation Detection. 5177-5189 - Qinge Xiao
, Ben Niu, Ying Tan
, Zhile Yang
, Xingzheng Chen:
Generative Upper-Level Policy Imitation Learning With Pareto-Improvement for Energy-Efficient Advanced Machining Systems. 5190-5203 - Zhanchao Huang
, Wei Li
, Xiang-Gen Xia
, Hao Wang
, Ran Tao
:
Task-Wise Sampling Convolutions for Arbitrary-Oriented Object Detection in Aerial Images. 5204-5218 - Xunbi A. Ji
, Gábor Orosz
:
Trainable Delays in Time Delay Neural Networks for Learning Delayed Dynamics. 5219-5229 - Yutong Gao
, Congyan Lang
, Fayao Liu
, Chuan-Sheng Foo
, Yuanzhouhan Cao
, Lijuan Sun
, Yunchao Wei
:
Mining Semantic Correlations Between Mispredictions and Corrections for Interactive Semantic Segmentation. 5230-5243 - Yang Shi
, Chenling Ding, Shuai Li
, Bin Li, Xiaobing Sun
:
New RNN Algorithms for Different Time-Variant Matrix Inequalities Solving Under Discrete-Time Framework. 5244-5257 - Zhihan Ning
, Zhixing Jiang
, David Zhang
:
To Combat Multiclass Imbalanced Problems by Aggregating Evolutionary Hierarchical Classifiers. 5258-5272 - Hong Yin, Jiang Zhong
, Rongzhen Li
, Jiaxing Shang
, Chen Wang
, Xue Li
:
High-Order Neighbors Aware Representation Learning for Knowledge Graph Completion. 5273-5287 - Ronghua Shang
, Jingyu Zhong
, Weitong Zhang
, Songhua Xu, Yangyang Li
:
Multilabel Feature Selection via Shared Latent Sublabel Structure and Simultaneous Orthogonal Basis Clustering. 5288-5303 - Jing Sun
, Shuo Chen
, Cong Zhang
, Yining Ma
, Jie Zhang:
Decision-Making With Speculative Opponent Models. 5304-5318 - Weixin An
, Yuanyuan Liu
, Fanhua Shang, Hongying Liu, Licheng Jiao
:
DEs-Inspired Accelerated Unfolded Linearized ADMM Networks for Inverse Problems. 5319-5333 - Shihua Fu
, Jun-e Feng
, Yuan Zhao
, Jianjun Wang
, Jinfeng Pan
:
Dimensionality Reduction Method for the Output Regulation of Boolean Control Networks. 5334-5347 - Xueqian Fu
, Chunyu Zhang
, Yan Xu
, Youmin Zhang
, Hongbin Sun
:
Statistical Machine Learning for Power Flow Analysis Considering the Influence of Weather Factors on Photovoltaic Power Generation. 5348-5362 - Qi Yu
, Xijun Liang
, Mengzhen Li, Ling Jian
:
NGDE: A Niching-Based Gradient-Directed Evolution Algorithm for Nonconvex Optimization. 5363-5374 - Zhuo Li
, Jian Sun
, Antonio G. Marques
, Gang Wang
, Keyou You
:
Pontryagin's Minimum Principle-Guided RL for Minimum-Time Exploration of Spatiotemporal Fields. 5375-5387 - Kun Xie
, Can Liu
, Xin Wang
, Xiaocan Li
, Gaogang Xie
, Jigang Wen
, Kenli Li
:
Neural Network Compression Based on Tensor Ring Decomposition. 5388-5402 - Qiuyu Song
, Xingxing Jiang
, Jie Liu
, Juanjuan Shi
, Zhongkui Zhu
:
Contrast-Assisted Domain-Specificity-Removal Network for Semi-Supervised Generalization Fault Diagnosis. 5403-5416 - Lei Yan
, Junhe Liu, Guanyu Lai
, C. L. Philip Chen
, Zongze Wu
, Zhi Liu
:
Adaptive Critic Learning-Based Optimal Bipartite Consensus for Multiagent Systems With Prescribed Performance. 5417-5427 - Xinlei Xu
, Zhe Wang
, Shuangyan Ren, Saisai Niu, Dongdong Li
:
Local-Global Geometric Information and View Complementarity Introduced Multiview Metric Learning. 5428-5441 - Chuan Tang
, Minhui Wang
, Kun Sun
:
One-Step Multiview Clustering via Adaptive Graph Learning and Spectral Rotation. 5442-5453 - Yunhao Li
, Zhen Xiao, Lin Yang, Dan Meng
, Xin Zhou, Heng Fan
, Libo Zhang
:
AttMOT: Improving Multiple-Object Tracking by Introducing Auxiliary Pedestrian Attributes. 5454-5468 - Qiong Wu, Jiaer Xia
, Pingyang Dai
, Yiyi Zhou
, Yongjian Wu, Rongrong Ji
:
CycleTrans: Learning Neutral Yet Discriminative Features via Cycle Construction for Visible- Infrared Person Re-Identification. 5469-5479 - Junhao Dong
, Yuan Wang
, Xiaohua Xie
, Jianhuang Lai
, Yew-Soon Ong
:
Generalizable and Discriminative Representations for Adversarially Robust Few-Shot Learning. 5480-5493 - Zefeng Lu
, Ronghao Lin
, Haifeng Hu
:
Disentangling Modality and Posture Factors: Memory-Attention and Orthogonal Decomposition for Visible-Infrared Person Re-Identification. 5494-5508 - Zheng Wang
, Zhenwei Gao, Yang Yang
, Guoqing Wang
, Chengbo Jiao, Heng Tao Shen
:
Geometric Matching for Cross-Modal Retrieval. 5509-5521 - Lvlong Lai
, Jian Chen
, Zehong Zhang, Guosheng Lin
, Qingyao Wu
:
CMFAN: Cross-Modal Feature Alignment Network for Few-Shot Single-View 3D Reconstruction. 5522-5534 - Ainur Zhaikhan
, Ali H. Sayed
:
Graph Exploration for Effective Multiagent Q-Learning. 5535-5546 - Hongyi Pan
, Emadeldeen Hamdan
, Xin Zhu
, Salih Atici, Ahmet Enis Çetin
:
Multichannel Orthogonal Transform-Based Perceptron Layers for Efficient ResNets. 5547-5558 - Yingqian Wang
, Zhengyu Liang
, Longguang Wang
, Jungang Yang
, Wei An
, Yulan Guo
:
Real-World Light Field Image Super-Resolution Via Degradation Modulation. 5559-5573 - Mingduo Lin, Bo Zhao
, Derong Liu
:
Optimal Learning Output Tracking Control: A Model-Free Policy Optimization Method With Convergence Analysis. 5574-5585 - Jian Wang
, Shujun Wu
, Huaqing Zhang
, Bin Yuan
, Caili Dai, Nikhil R. Pal
:
Universal Approximation Abilities of a Modular Differentiable Neural Network. 5586-5600 - Feiteng Mu
, Wenjie Li
:
Enhancing Narrative Commonsense Reasoning With Multilevel Causal Knowledge. 5601-5613 - Chong Yu
, Shuaiqi Shen, Shiqiang Wang
, Kuan Zhang
, Hai Zhao
:
Communication-Efficient Hybrid Federated Learning for E-Health With Horizontal and Vertical Data Partitioning. 5614-5628 - Yuqi Feng
, Zeqiong Lv
, Hongyang Chen
, Shangce Gao
, Fengping An, Yanan Sun
:
LRNAS: Differentiable Searching for Adversarially Robust Lightweight Neural Architecture. 5629-5643 - Luntong Li, Yuanheng Zhu
:
Boosting On-Policy Actor-Critic With Shallow Updates in Critic. 5644-5653 - Huan Tian
, Bo Liu
, Tianqing Zhu
, Wanlei Zhou
, Philip S. Yu
:
MultiFair: Model Fairness With Multiple Sensitive Attributes. 5654-5667 - Zhiming Zhang
, Zhenyu Lei
, MengChu Zhou
, Hideyuki Hasegawa
, Shangce Gao
:
Complex-Valued Convolutional Gated Recurrent Neural Network for Ultrasound Beamforming. 5668-5679 - Jiarui Sun
, Mingjing Du
, Chen Sun, Yongquan Dong
:
Efficient Online Stream Clustering Based on Fast Peeling of Boundary Micro-Cluster. 5680-5693 - Tianwei Yan
, Shan Zhao, Minghao Hu
, Mengzhu Wang, Xiang Zhang, Zhigang Luo, Meng Wang:
HCL: A Hierarchical Contrastive Learning Framework for Zero-Shot Relation Extraction. 5694-5705 - Jin Zheng
, Qing Gao
, Maciej Ogorzalek
, Jinhu Lü
, Yue Deng
:
A Quantum Spatial Graph Convolutional Neural Network Model on Quantum Circuits. 5706-5720 - Hong Zhao
, Yuling Su
, Zhiping Wu
, Weiping Ding
:
CSTS: Exploring Class-Specific and Task-Shared Embedding Representation for Few-Shot Learning. 5721-5733 - Mingxing Cai
, Yuan Yuan
, Biao Luo
, Fanbiao Li
, Xiaodong Xu
, Chunhua Yang
, Weihua Gui
:
Adaptive Neural Consensus Observer Networks Design for a Class of Semilinear Parabolic PDE Systems. 5734-5746 - Zhizheng Wang
, Yuanyuan Sun
, Zhihao Yang
, Liang Yang
, Hongfei Lin
:
Temporal Network Embedding Enhanced With Long-Range Dynamics and Self-Supervised Learning. 5747-5758 - Jiacheng Lin
, Jiajun Chen
, Kailun Yang
, Alina Roitberg
, Siyu Li, Zhiyong Li
, Shutao Li
:
AdaptiveClick: Click-Aware Transformer With Adaptive Focal Loss for Interactive Image Segmentation. 5759-5773 - Xinhang Wan
, Jiyuan Liu
, Xinbiao Gan, Xinwang Liu
, Siwei Wang
, Yi Wen
, Tianjiao Wan, En Zhu
:
One-Step Multi-View Clustering With Diverse Representation. 5774-5786 - Yiqun Zhang, Zhenyue Qin
, Saeed Anwar
, Dongwoo Kim
, Yang Liu, Pan Ji
, Tom Gedeon
:
Position-Sensing Graph Neural Networks: Proactively Learning Nodes Relative Positions. 5787-5794 - Kexin Liu, Yinyan Zhang
:
Distributed Dynamic Task Allocation for Moving Target Tracking of Networked Mobile Robots Using k-WTA Network. 5795-5802 - Zhengxin Li
, Feiping Nie
, Rong Wang
, Xuelong Li
:
A Revised Formation of Trace Ratio LDA for Small Sample Size Problem. 5803-5809 - Christos Kyrkou
:
Toward Efficient Convolutional Neural Networks With Structured Ternary Patterns. 5810-5817 - Seung Park
, Yong-Goo Shin
:
A Novel Generator With Auxiliary Branch for Improving GAN Performance. 5818-5825 - Yueyang Men
, Liang Li
, Ziqing Hu
, Yongli Xu
:
Learning Rates of Deep Nets for Geometrically Strongly Mixing Sequence. 5826-5832
Volume 36, Number 4, April 2025
- Xue Geng, Zhe Wang, Chunyun Chen, Qing Xu, Kaixin Xu, Jin Chao, Manas Gupta, Xulei Yang, Zhenghua Chen, Mohamed M. Sabry Aly, Jie Lin, Min Wu, Xiaoli Li:
From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks. 5837-5857 - Yazhou Ren, Jingyu Pu, Zhimeng Yang, Jie Xu, Guofeng Li, Xiaorong Pu, Philip S. Yu, Lifang He:
Deep Clustering: A Comprehensive Survey. 5858-5878 - Dongyuan Li, Zhen Wang, Yankai Chen, Renhe Jiang, Weiping Ding, Manabu Okumura:
A Survey on Deep Active Learning: Recent Advances and New Frontiers. 5879-5899 - Licheng Jiao, Mengjiao Wang, Xu Liu, Lingling Li, Fang Liu, Zhixi Feng, Shuyuan Yang, Biao Hou:
Multiscale Deep Learning for Detection and Recognition: A Comprehensive Survey. 5900-5920 - Licheng Jiao, Mengru Ma, Pei He, Xueli Geng, Xu Liu, Fang Liu, Wenping Ma, Shuyuan Yang, Biao Hou, Xu Tang:
Brain-Inspired Learning, Perception, and Cognition: A Comprehensive Review. 5921-5941 - Yan Zeng, Ruichu Cai, Fuchun Sun, Libo Huang, Zhifeng Hao:
A Survey on Causal Reinforcement Learning. 5942-5962 - Zhengrong Xiang, Pingchuan Li, Wencheng Zou, Choon Ki Ahn:
Data-Based Optimal Switching and Control With Admissibility Guaranteed Q-Learning. 5963-5973 - Xun Shen, Tinghui Ouyang, Kazumune Hashimoto, Yuhu Wu:
Sample-Based Continuous Approximate Method for Constructing Interval Neural Network. 5974-5987 - Junwei Sun, Wanting Xu, Peng Liu, Yanfeng Wang:
Design and Implementation of Pavlovian Associative Memory Based on DNA Neurons. 5988-5999 - Xueru Bai, Minjia Yang, Bowen Chen, Feng Zhou:
REMI: Few-Shot ISAR Target Classification Via Robust Embedding and Manifold Inference. 6000-6013 - Sina Aeeneh, Nikola Zlatanov, Jiangshan Yu:
New Bounds on the Accuracy of Majority Voting for Multiclass Classification. 6014-6028 - Baifan Chen, Xiaotian Lv, Yuqian Zhao, Lingli Yu:
TPDC: Point Cloud Completion by Triangular Pyramid Features and Divide-and-Conquer in Complex Environments. 6029-6040 - Wenjing Li, Zhigang Li, Junfei Qiao:
A Fast Feedforward Small-World Neural Network for Nonlinear System Modeling. 6041-6053 - Taiheng Liu, Guang-Zhong Cao, Zhaoshui He, Shengli Xie, Xiuqin Deng:
Multimodal Fusion Network for 3-D Lane Detection. 6054-6066 - Xiong Yang, Ding Wang:
Reinforcement Learning for Robust Dynamic Event-Driven Constrained Control. 6067-6079 - Yuanyuan Xu, Wenjie Zhang, Xiwei Xu, Binghao Li, Ying Zhang:
Scalable and Effective Temporal Graph Representation Learning With Hyperbolic Geometry. 6080-6094 - Liping Yang, Hongbo Liu, Daoqiang Sun, Seán F. McLoone, Kai Liu, C. L. Philip Chen:
Robust Temporal Link Prediction in Dynamic Complex Networks via Stable Gated Models With Reinforcement Learning. 6095-6106 - Zhangchi Qiu, Ye Tao, Shirui Pan, Alan Wee-Chung Liew:
Knowledge Graphs and Pretrained Language Models Enhanced Representation Learning for Conversational Recommender Systems. 6107-6121 - Wenqian Wang, Faliang Chang, Chunsheng Liu, Bin Wang, Zehao Liu:
TODO-Net: Temporally Observed Domain Contrastive Network for 3-D Early Action Prediction. 6122-6133 - Yingsong Cheng, Xinya Wang, Yong Ma, Xiaoguang Mei, Minghui Wu, Jiayi Ma:
General Hyperspectral Image Super-Resolution via Meta-Transfer Learning. 6134-6147 - Bin Gu, Hilal AlQuabeh, William de Vazelhes, Zhouyuan Huo, Heng Huang:
Stagewise Training With Exponentially Growing Training Sets. 6148-6158 - Yue Liu, Sihang Zhou, Xihong Yang, Xinwang Liu, Wenxuan Tu, Liang Li, Xin Xu, Fuchun Sun:
Improved Dual Correlation Reduction Network With Affinity Recovery. 6159-6173 - Yulin Zhu, Yuni Lai, Kaifa Zhao, Xiapu Luo, Mingquan Yuan, Jun Wu, Jian Ren, Kai Zhou:
From Bi-Level to One-Level: A Framework for Structural Attacks to Graph Anomaly Detection. 6174-6187 - Guanchun Wang, Xiangrong Zhang, Zelin Peng, Tianyang Zhang, Xu Tang, Huiyu Zhou, Licheng Jiao:
Negative Deterministic Information-Based Multiple Instance Learning for Weakly Supervised Object Detection and Segmentation. 6188-6202 - Yiwei Ma, Jiayi Ji, Xiaoshuai Sun, Yiyi Zhou, Xiaopeng Hong, Yongjian Wu, Rongrong Ji:
Image Captioning via Dynamic Path Customization. 6203-6217 - Yan-Jun Liu, Xuebin Shang, Li Tang, Sai Zhang:
Finite-Time Consensus Adaptive Neural Network Control for Nonlinear Multiagent Systems Under PDE Models. 6218-6228 - Pei Huang, Zhaoming Kong, Limin Wang, Xuming Han, Xiaowei Yang:
Efficient and Stable Unsupervised Feature Selection Based on Novel Structured Graph and Data Discrepancy Learning. 6229-6243 - Zhongyi Que, Chih-Jen Lin:
One-Class SVM Probabilistic Outputs. 6244-6256 - Luca Cosmo, Giorgia Minello, Alessandro Bicciato, Michael M. Bronstein, Emanuele Rodolà, Luca Rossi, Andrea Torsello:
Graph Kernel Neural Networks. 6257-6270 - Yamin Sepehri, Pedram Pad, Ahmet Caner Yüzügüler, Pascal Frossard, L. Andrea Dunbar:
Hierarchical Training of Deep Neural Networks Using Early Exiting. 6271-6285 - Hongmin Liu, Yan Ding, Hui Zeng, Huayan Pu, Jun Luo, Bin Fan:
A Cascaded Multimodule Image Enhancement Framework for Underwater Visual Perception. 6286-6298 - Duc M. Le, Omkar Sudhir Patil, Cristian F. Nino, Warren E. Dixon:
Accelerated Gradient Approach For Deep Neural Network-Based Adaptive Control of Unknown Nonlinear Systems. 6299-6313 - Dan Mikulincer, Daniel Reichman:
Size and Depth of Monotone Neural Networks: Interpolation and Approximation. 6314-6325 - Lei Yuan, Lihe Li, Ziqian Zhang, Fuxiang Zhang, Cong Guan, Yang Yu:
Multiagent Continual Coordination via Progressive Task Contextualization. 6326-6340 - Yaoming Cai, Zijia Zhang, Xiaobo Liu, Yao Ding, Fei Li, Jinhua Tan:
Learning Unified Anchor Graph for Joint Clustering of Hyperspectral and LiDAR Data. 6341-6354 - Meng Liu, Ke Liang, Yawei Zhao, Wenxuan Tu, Sihang Zhou, Xinbiao Gan, Xinwang Liu, Kunlun He:
Self-Supervised Temporal Graph Learning With Temporal and Structural Intensity Alignment. 6355-6367 - Xiangkun He, Jianye Hao, Xu Chen, Jun Wang, Xuewu Ji, Chen Lv:
Robust Multiobjective Reinforcement Learning Considering Environmental Uncertainties. 6368-6382 - Xuejie Que, Zhenlei Wang, Yanqi Zhang, Guanghao Su:
Two-Time Scale Tracking Control of Flexible Robots With Primal-Dual Inverse Reinforcement Learning. 6383-6394 - Pengfei Zhu, Jialu Li, Zhe Dong, Qinghua Hu, Xiao Wang, Qilong Wang:
CCP-GNN: Competitive Covariance Pooling for Improving Graph Neural Networks. 6395-6406 - Jiang Lu, Changming Xiao, Changshui Zhang:
Meta-Modulation: A General Learning Framework for Cross-Task Adaptation. 6407-6421 - Aurele Tohokantche Gnanha, Wenming Cao, Xudong Mao, Si Wu, Hau-San Wong, Qing Li:
EviD-GAN: Improving GAN With an Infinite Set of Discriminators at Negligible Cost. 6422-6436 - Shengjia Chen, Luping Ji, Sicheng Zhu, Mao Ye:
MICPL: Motion-Inspired Cross-Pattern Learning for Small-Object Detection in Satellite Videos. 6437-6450 - Lijiang Li, Xiang Chang, Fei Chao, Chih-Min Lin, Tuan-Tu Huynh, Longzhi Yang, Changjing Shang, Qiang Shen:
Self-Organizing Type-2 Fuzzy Double Loop Recurrent Neural Network for Uncertain Nonlinear System Control. 6451-6465 - Jia-Qi Lin, Man-Sheng Chen, Xi-Ran Zhu, Chang-Dong Wang, Haizhang Zhang:
Dual Information Enhanced Multiview Attributed Graph Clustering. 6466-6477 - Hongmin Liu, Yuefeng Cai, Bin Fan, Jinglin Xu:
ScalableTrack: Scalable One-Stream Tracking via Alternating Learning. 6478-6491 - Rodrigo Alves, Antoine Ledent:
Context-Aware REpresentation: Jointly Learning Item Features and Selection From Triplets. 6492-6502 - Claire M. Postlethwaite, Peter Ashwin, Matthew D. Egbert:
A Continuous Time Dynamical Turing Machine. 6503-6515 - Jiawei Wang, Teng Wang, Lele Xu, Zichen He, Changyin Sun:
Discovering Intrinsic Subgoals for Vision- and-Language Navigation via Hierarchical Reinforcement Learning. 6516-6528 - Yunpeng Xiao, Jinsong Yang, Wanjing Zhao, Qian Li, Yucai Pang:
Cross-Domain Social Rumor-Propagation Model Based on Transfer Learning. 6529-6543 - Mingcai Chen, Yu Zhao, Bing He, Zongbo Han, Junzhou Huang, Bingzhe Wu, Jianhua Yao:
Learning With Noisy Labels Over Imbalanced Subpopulations. 6544-6555 - Qi Liu, Yanjie Li, Xiongtao Shi, Ke Lin, Yuecheng Liu, Yunjiang Lou:
Distributional Policy Gradient With Distributional Value Function. 6556-6568 - Gengyu Lyu, Zhen Yang, Xiang Deng, Songhe Feng:
L-VSM: Label-Driven View-Specific Fusion for Multiview Multilabel Classification. 6569-6583 - Zepeng Yan, Wen Sun, Wanli Guo, Biwen Li, Shiping Wen, Jinde Cao:
Complete Stability of Delayed Recurrent Neural Networks With New Wave-Type Activation Functions. 6584-6596 - Zebiao Hu, Jian Wang, Kai Zhang, Witold Pedrycz, Nikhil R. Pal:
Bi-Level Spectral Feature Selection. 6597-6611 - Shuiqing Xu, Lejing Wang, Haosong Dai, Hai Wang, Hongtian Chen, Yi Chai, Wei Xing Zheng:
A Segmented Iterative Learning Scheme-Based Distributed Fault Estimation for Switched Interconnected Nonlinear Systems. 6612-6626 - Bin Chen, Zehong Cao, Quan Bai:
SATF: A Scalable Attentive Transfer Framework for Efficient Multiagent Reinforcement Learning. 6627-6641 - Yang Sui, Miao Yin, Yu Gong, Bo Yuan:
Co-Exploring Structured Sparsification and Low-Rank Tensor Decomposition for Compact DNNs. 6642-6654 - Yourun Zhang, Maoguo Gong, Jianzhao Li, Kaiyuan Feng, Mingyang Zhang:
Few-Shot Learning With Enhancements to Data Augmentation and Feature Extraction. 6655-6668 - Qi Chen, Chao Li, Jia Ning, Stephen Lin, Kun He:
GMConv: Modulating Effective Receptive Fields for Convolutional Kernels. 6669-6678 - Luca Bortolussi, Ginevra Carbone, Luca Laurenti, Andrea Patane, Guido Sanguinetti, Matthew Wicker:
On the Robustness of Bayesian Neural Networks to Adversarial Attacks. 6679-6692 - Xusheng Zhao, Qiong Dai, Xu Bai, Jia Wu, Hao Peng, Huailiang Peng, Zhengtao Yu, Philip S. Yu:
Reinforced GNNs for Multiple Instance Learning. 6693-6707 - Kailing Guo, Zhenquan Lin, Canyang Chen, Xiaofen Xing, Fang Liu, Xiangmin Xu:
Compact Model Training by Low-Rank Projection With Energy Transfer. 6708-6722 - Jian Xu, Shian Du, Junmei Yang, Qianli Ma, Delu Zeng:
Neural Operator Variational Inference Based on Regularized Stein Discrepancy for Deep Gaussian Processes. 6723-6737 - Sinan Tan, Kuankuan Sima, Dunzheng Wang, Mengmeng Ge, Di Guo, Huaping Liu:
Self-Supervised 3-D Semantic Representation Learning for Vision-and-Language Navigation. 6738-6751 - Jiawei Li, Yuanfei Deng, Yixiu Qin, Shun Mao, Yuncheng Jiang:
Dual-Channel Adaptive Scale Hypergraph Encoders With Cross-View Contrastive Learning for Knowledge Tracing. 6752-6766 - Yiming Fei, Jiangang Li, Yanan Li:
Selective Memory Recursive Least Squares: Recast Forgetting Into Memory in RBF Neural Network-Based Real-Time Learning. 6767-6779 - Kaiqun Zhu, Zidong Wang, Derui Ding, Hongli Dong, Cheng-Zhong Xu:
Secure State Estimation for Artificial Neural Networks With Unknown-But-Bounded Noises: A Homomorphic Encryption Scheme. 6780-6791 - Yapeng Liu, Kun Zhou, Shouming Zhong, Kaibo Shi, Xuezhi Li:
Parametric Stability Criteria for Delayed Recurrent Neural Networks via Flexible Delay-Dividing Method. 6792-6801 - Xiaoqing Zhang, Zunjie Xiao, Xiao Wu, Yanlin Chen, Jilu Zhao, Yan Hu, Jiang Liu:
Pyramid Pixel Context Adaption Network for Medical Image Classification With Supervised Contrastive Learning. 6802-6815 - Yuexuan An, Hui Xue, Xingyu Zhao, Ning Xu, Pengfei Fang, Xin Geng:
Leveraging Bilateral Correlations for Multi-Label Few-Shot Learning. 6816-6828 - Ping He, Xiaohua Xu, Suquan Chen:
Robust Supervised Spline Embedding. 6829-6842 - Meng Xu, Xinhong Chen, Jianping Wang:
Policy Correction and State-Conditioned Action Evaluation for Few-Shot Lifelong Deep Reinforcement Learning. 6843-6857 - Zehong Wang, Donghua Yu, Shigen Shen, Shichao Zhang, Huawen Liu, Shuang Yao, Maozu Guo:
Select Your Own Counterparts: Self-Supervised Graph Contrastive Learning With Positive Sampling. 6858-6872 - Quan-Yong Fan, Meiying Cai, Bin Xu:
An Improved Prioritized DDPG Based on Fractional-Order Learning Scheme. 6873-6882 - Chenyu Li, Bing Zhang, Danfeng Hong, Xiuping Jia, Antonio Plaza, Jocelyn Chanussot:
Learning Disentangled Priors for Hyperspectral Anomaly Detection: A Coupling Model-Driven and Data-Driven Paradigm. 6883-6896 - Jin Li, Qirong Zhang, Wenxi Liu, Antoni B. Chan, Yang-Geng Fu:
Another Perspective of Over-Smoothing: Alleviating Semantic Over-Smoothing in Deep GNNs. 6897-6910 - Xia Dong, Feiping Nie, Danyang Wu, Rong Wang, Xuelong Li:
Joint Structured Bipartite Graph and Row-Sparse Projection for Large-Scale Feature Selection. 6911-6924 - Honggui Han, Qiyu Zhang, Fangyu Li, Yongping Du:
Foreground Capture Feature Pyramid Network-Oriented Object Detection in Complex Backgrounds. 6925-6939 - Brent A. Wallace, Jennie Si:
Continuous-Time Reinforcement Learning: New Design Algorithms With Theoretical Insights and Performance Guarantees. 6940-6954 - Yuli Sun, Lin Lei, Dongdong Guan, Gangyao Kuang, Zhang Li, Li Liu:
Locality Preservation for Unsupervised Multimodal Change Detection in Remote Sensing Imagery. 6955-6969 - Bosen Lian, Wenqian Xue, Frank L. Lewis, Ali Davoudi:
Inverse Value Iteration and Q-Learning: Algorithms, Stability, and Robustness. 6970-6980 - Lei Liu, Mengya Zhang, Cheng Li, Chenglong Li, Jin Tang:
Cross-Modal Object Tracking via Modality-Aware Fusion Network and a Large-Scale Dataset. 6981-6994 - Vincenzo Dentamaro, Paolo Giglio, Donato Impedovo, Giuseppe Pirlo, Marco Di Ciano:
An Interpretable Adaptive Multiscale Attention Deep Neural Network for Tabular Data. 6995-7009 - Meijun Fu, Xiaomin Wang, Jun Wang, Zhang Yi:
Prototype Bayesian Meta-Learning for Few-Shot Image Classification. 7010-7024 - Zongyan Han, Zhenyong Fu, Shuo Chen, Le Hui, Guangyu Li, Jian Yang, Chang Wen Chen:
ZS-VAT: Learning Unbiased Attribute Knowledge for Zero-Shot Recognition Through Visual Attribute Transformer. 7025-7036 - Hanzhuo Tan, Chunpu Xu, Jing Li, Yuqun Zhang, Zeyang Fang, Zeyu Chen, Baohua Lai:
HICL: Hashtag-Driven In-Context Learning for Social Media Natural Language Understanding. 7037-7050 - Peng Xing, Hao Tang, Jinhui Tang, Zechao Li:
ADPS: Asymmetric Distillation Postsegmentation for Image Anomaly Detection. 7051-7064 - Zhijia Zhao, Jiale Wu, Chaoxu Mu, Yu Liu, Keum-Shik Hong:
Neural-Network-Based Adaptive Fixed-Time Control for a 2-DOF Helicopter System With Input Quantization and Output Constraints. 7065-7076 - Chanjuan Liu, Jinmiao Cong, Guangyuan Liu, Guifei Jiang, Xirong Xu, Enqiang Zhu:
Boosting Reinforcement Learning via Hierarchical Game Playing With State Relay. 7077-7089 - Seungwoo Jeong, Wonsik Jung, Junghyo Sohn, Heung-Il Suk:
Deep Geometric Learning With Monotonicity Constraints for Alzheimer's Disease Progression. 7090-7102 - Xiaojing Ge, Rui Yan, Xiangbo Shu, Keke Chen, Wei Tian, Guo-Sen Xie:
Coarse-Fine Nested Network for Weakly Supervised Group Activity Recognition. 7103-7115 - Zicheng Pan, Xiaohan Yu, Miaohua Zhang, Weichuan Zhang, Yongsheng Gao:
DyCR: A Dynamic Clustering and Recovering Network for Few-Shot Class-Incremental Learning. 7116-7129 - Cunbo Li, Tian Tang, Yue Pan, Lei Yang, Shuhan Zhang, Zhaojin Chen, Peiyang Li, Dongrui Gao, Huafu Chen, Fali Li, Dezhong Yao, Zehong Cao, Peng Xu:
An Efficient Graph Learning System for Emotion Recognition Inspired by the Cognitive Prior Graph of EEG Brain Network. 7130-7144 - Arash Vahabpour, Tianyi Wang, Qiujing Lu, Omead Pooladzandi, Vwani Roychowdhury:
Diverse Imitation Learning via Self-Organizing Generative Models. 7145-7157 - Qiang He, Li Zhang, Hui Fang, Xing-wei Wang, Lianbo Ma, Keping Yu, Jie Zhang:
Multistage Competitive Opinion Maximization With Q-Learning-Based Method in Social Networks. 7158-7168 - Meng Pang, Binghui Wang, Mang Ye, Yiu-Ming Cheung, Yintao Zhou, Wei Huang, Bihan Wen:
Heterogeneous Prototype Learning From Contaminated Faces Across Domains via Disentangling Latent Factors. 7169-7183 - Man-Sheng Chen, Xi-Ran Zhu, Jia-Qi Lin, Chang-Dong Wang:
Contrastive Multiview Attribute Graph Clustering With Adaptive Encoders. 7184-7195 - Jifeng Guo, Zhulin Liu, C. L. Philip Chen:
An Incremental-Self-Training-Guided Semi-Supervised Broad Learning System. 7196-7210 - Zhiwei Chen, Siwei Wang, Liujuan Cao, Yunhang Shen, Rongrong Ji:
Adaptive Zone Learning for Weakly Supervised Object Localization. 7211-7224 - Xiaowei Zhao, Dongming Wu, Feiping Nie, Weizhong Yu, Chen Zhao, Xuelong Li:
Nonlinear Locality-Preserving Projections With Dynamic Graph Learning. 7225-7236 - Xiao-Yang Liu, Xiaodong Wang, Bo Yuan, Jiashu Han:
Spectral Tensor Layers for Communication-Free Distributed Deep Learning. 7237-7251 - Hongru Ren, Zeyi Liu, Hongjing Liang, Hongyi Li:
Pinning-Based Neural Control for Multiagent Systems With Self-Regulation Intermediate Event-Triggered Method. 7252-7262 - Qian Guo, Yi Guo, Jin Zhao:
HRCL: Hierarchical Relation Contrastive Learning for Low-Resource Relation Extraction. 7263-7276 - Swapnil Dey, Vipul Arora, Sachchida Nand Tripathi:
Leveraging Unsupervised Data and Domain Adaptation for Deep Regression in Low-Cost Sensor Calibration. 7277-7286 - Hui He, Qi Zhang, Kun Yi, Kaize Shi, Zhendong Niu, Longbing Cao:
Distributional Drift Adaptation With Temporal Conditional Variational Autoencoder for Multivariate Time Series Forecasting. 7287-7301 - Boyu Qiao, Wei Zhou, Kun Li, Shilong Li, Songlin Hu:
Dispelling the Fake: Social Bot Detection Based on Edge Confidence Evaluation. 7302-7315 - Ben Fei, Tianyue Luo, Weidong Yang, Liwen Liu, Rui Zhang, Ying He:
Curriculumformer: Taming Curriculum Pre-Training for Enhanced 3-D Point Cloud Understanding. 7316-7330 - Miaoyu Li, Ying Fu, Tao Zhang, Guanghui Wen:
Supervise-Assisted Self-Supervised Deep-Learning Method for Hyperspectral Image Restoration. 7331-7344 - Archer Moore, Heejung Shim, Jingge Zhu, Mingming Gong:
Semi-Supervised Learning Under General Causal Models. 7345-7356 - Wen-Shuai Hu, Wei Li, Heng-Chao Li, Feng-Hua Huang, Ran Tao:
Global Clue-Guided Cross-Memory Quaternion Transformer Network for Multisource Remote Sensing Data Classification. 7357-7371 - Alireza Ramezani Moghaddam, Hamed Kebriaei:
Expected Policy Gradient for Network Aggregative Markov Games in Continuous Space. 7372-7381 - Kehan Li, Jihua Zhu, Zhiming Cui, Xinning Chen, Yang Liu, Fan Wang, Yue Zhao:
A Novel Hierarchical Cross-Stream Aggregation Neural Network for Semantic Segmentation of 3-D Dental Surface Models. 7382-7394 - Lisha Yao, Yingda Xia, Zhihong Chen, Suyun Li, Jiawen Yao, Dakai Jin, Yanting Liang, Jiatai Lin, Bingchao Zhao, Chu Han, Le Lu, Ling Zhang, Zaiyi Liu, Xin Chen:
A Colorectal Coordinate-Driven Method for Colorectum and Colorectal Cancer Segmentation in Conventional CT Scans. 7395-7406 - Jianqiao Sun, Bo Chen, Ruiying Lu, Ziheng Cheng, Chunhui Qu, Xin Yuan:
Advancing Hyperspectral and Multispectral Image Fusion: An Information-Aware Transformer-Based Unfolding Network. 7407-7421 - Xiangyin Kong, Yimeng He, Zhihuan Song, Tong Liu, Zhiqiang Ge:
Deep Probabilistic Principal Component Analysis for Process Monitoring. 7422-7436 - Renwei Dian, Yuanye Liu, Shutao Li:
Hyperspectral Image Fusion via a Novel Generalized Tensor Nuclear Norm Regularization. 7437-7448 - Jingchen Li, Haobin Shi, Huarui Wu, Chunjiang Zhao, Kao-Shing Hwang:
Eliminating Primacy Bias in Online Reinforcement Learning by Self-Distillation. 7449-7461 - Qi Xu, Sibo Liu, Xuming Ran, Yaxin Li, Jiangrong Shen, Huajin Tang, Jian K. Liu, Gang Pan, Qiang Zhang:
Robust Sensory Information Reconstruction and Classification With Augmented Spikes. 7462-7471 - Xi Xiao, Hailong Ma, Guojun Gan, Qing Li, Bin Zhang, Shutao Xia:
Robust k-Means-Type Clustering for Noisy Data. 7472-7486 - Shiqi Fan, Guoxi Fan, Hongyi Nie, Quanming Yao, Yang Liu, Xuelong Li, Zhen Wang:
Flow to Candidate: Temporal Knowledge Graph Reasoning With Candidate-Oriented Relational Graph. 7487-7499 - Jiaxin Gao, Ziyu Yue, Yaohua Liu, Sihan Xie, Xin Fan, Risheng Liu:
A Dual-Stream-Modulated Learning Framework for Illuminating and Super-Resolving Ultra-Dark Images. 7500-7513 - Zikun Zhou, Kaige Mao, Wenjie Pei, Hongpeng Wang, Yaowei Wang, Zhenyu He:
Reliability-Guided Hierarchical Memory Network for Scribble-Supervised Video Object Segmentation. 7514-7528 - Ren Togo, Nao Nakagawa, Takahiro Ogawa, Miki Haseyama:
ConcVAE: Conceptual Representation Learning. 7529-7541 - Boyan Li, Luziwei Leng, Shuaijie Shen, Kaixuan Zhang, Jianguo Zhang, Jianxing Liao, Ran Cheng:
Efficient Deep Spiking Multilayer Perceptrons With Multiplication-Free Inference. 7542-7554 - Andrea Ceni, Claudio Gallicchio:
Edge of Stability Echo State Network. 7555-7564 - Xiaojie Yin, Bing Cao, Qinghua Hu, Qilong Wang:
RD-OpenMax: Rethinking OpenMax for Robust Realistic Open-Set Recognition. 7565-7579 - Linjun Zhong, C. L. Philip Chen, Jifeng Guo, Tong Zhang:
Robust Incremental Broad Learning System for Data Streams of Uncertain Scale. 7580-7593 - Xiangyu Li, Hunter Belcher, Hua Wang:
Robust Spherical Laplacian Embedding. 7594-7605 - Enrico Picco, Alessandro Lupo, Serge Massar:
Deep Photonic Reservoir Computer for Speech Recognition. 7606-7614 - Shenglan Liu, Yu-Ning Ding, Jinrong Zhang, Kai-Yuan Liu, Si-Fan Zhang, Fei-Long Wang, Gao Huang:
Multidimensional Refinement Graph Convolutional Network With Robust Decouple Loss for Fine-Grained Skeleton-Based Action Recognition. 7615-7626 - Qiyu Zhong, Gengyu Lyu, Zhen Yang:
Align While Fusion: A Generalized Nonaligned Multiview Multilabel Classification Method. 7627-7636 - Mengxin Wang, Yuhu Wu, Sitian Qin:
Generalized Nash Equilibrium Seeking for Noncooperative Game With Different Monotonicities by Adaptive Neurodynamic Algorithm. 7637-7650 - Xuming An, Dui Wang, Li Shen, Yong Luo, Han Hu, Bo Du, Yonggang Wen, Dacheng Tao:
Federated Learning With Only Positive Labels by Exploring Label Correlations. 7651-7665 - Wenqiang Cao, Jing Yan, Xian Yang, Cailian Chen, Xinping Guan:
Bearing Rigidity-Based Flocking Control of AUVs via Semi-Supervised Incremental Broad Learning. 7666-7680 - Yifei Wang, Pengju Ding, Congjing Wang, Shiyue He, Xin Gao, Bin Yu:
RPI-GGCN: Prediction of RNA-Protein Interaction Based on Interpretability Gated Graph Convolution Neural Network and Co-Regularized Variational Autoencoders. 7681-7695 - Ukjo Hwang, Song-Nam Hong:
On Practical Robust Reinforcement Learning: Adjacent Uncertainty Set and Double-Agent Algorithm. 7696-7710 - Lu Zeng, Xuan Chen, Xiaoshuang Shi, Heng Tao Shen:
Feature Noise Boosts DNN Generalization Under Label Noise. 7711-7724 - Zhenyu Zhou, Lei Luo, Tianrui Liu, Qing Liao, Xinwang Liu, En Zhu:
Category Alignment Mechanism for Few-Shot Image Classification. 7725-7738 - Zhen Zhang, Dongqing Wang:
Adaptive Individual Q-Learning - A Multiagent Reinforcement Learning Method for Coordination Optimization. 7739-7750 - Aleksandr Cariow, Galina Cariowa:
Reduced-Complexity Algorithms for Tessarine Neural Networks. 7751-7756 - Zhehao Jin, Andong Liu, Wen-An Zhang, Li Yu, Chenguang Yang:
Learning an Autonomous Dynamic System to Encode Periodic Human Motion Skills. 7757-7763 - Yunjie Tian, Lingxi Xie, Jiemin Fang, Jianbin Jiao, Qixiang Ye, Qi Tian:
Exploring Complicated Search Spaces With Interleaving-Free Sampling. 7764-7771 - Yidan Ma, Xinjie Shen, Danyang Wu, Jianfu Cao, Feiping Nie:
Cross-View Approximation on Grassmann Manifold for Multiview Clustering. 7772-7777 - Jing Ping, Song Zhu, Weiwei Luo, Zhen Zhang:
Hyper-Exponential Stabilization of Neural Networks by Event-Triggered Impulsive Control With Actuation Delay. 7778-7781

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