IEEE Transactions on Neural Networks and Learning Systems, Volume 36, Issue 3, March 2025

1) Guest Editorial Special Issue on Effective Feature Fusion in Deep Neural Networks

Author(s): Yanwei Pang, Fahad Shahbaz Khan, Xin Lu, Fabio Cuzzolin

Pages: 3886 - 3889

2) Decision Fusion Networks for Image Classification

Author(s): Keke Tang, Yuexin Ma, Dingruibo Miao, Peng Song, Zhaoquan Gu, Zhihong Tian, Wenping Wang

Pages: 3890 - 3903

3) ResDNet: Efficient Dense Multi-Scale Representations With Residual Learning for High-Level Vision Tasks

Author(s): Yuanduo Hong, Huihui Pan, Yisong Jia, Weichao Sun, Huijun Gao

Pages: 3904 - 3915

4) Modulated Convolutional Networks

Author(s): Baochang Zhang, Runqi Wang, Xiaodi Wang, Jungong Han, Rongrong Ji

Pages: 3916 - 3929

5) Adding Before Pruning: Sparse Filter Fusion for Deep Convolutional Neural Networks via Auxiliary Attention

Author(s): Guanzhong Tian, Yiran Sun, Yuang Liu, Xianfang Zeng, Mengmeng Wang, Yong Liu, Jiangning Zhang, Jun Chen

Pages: 3930 - 3942

6) Quality-Driven Regularization for Deep Learning Networks and Its Application to Industrial Soft Sensors

Author(s): Chen Ou, Hongqiu Zhu, Yuri A. W. Shardt, Lingjian Ye, Xiaofeng Yuan, Yalin Wang, Chunhua Yang

Pages: 3943 - 3953

7) Attention-Based Real Image Restoration

Author(s): Saeed Anwar, Nick Barnes, Lars Petersson

Pages: 3954 - 3964

8) DONet: Dual-Octave Network for Fast MR Image Reconstruction

Author(s): Chun-Mei Feng, Zhanyuan Yang, Huazhu Fu, Yong Xu, Jian Yang, Ling Shao

Pages: 3965 - 3975

9) Go Deep or Broad? Exploit Hybrid Network Architecture for Weakly Supervised Object Classification and Localization

Author(s): Shan Gao, Guangqian Guo, Hanqiao Huang, C. L. Philip Chen

Pages: 3976 - 3989

10) GAReID: Grouped and Attentive High-Order Representation Learning for Person Re-Identification

Author(s): Pingyu Wang, Fei Su, Zhicheng Zhao, Yanyun Zhao, Nikolaos V. Boulgouris

Pages: 3990 - 4004

11) Hierarchical Self-Distilled Feature Learning for Fine-Grained Visual Categorization

Author(s): Yutao Hu, Xiaolong Jiang, Xuhui Liu, Xiaoyan Luo, Yao Hu, Xianbin Cao, Baochang Zhang, Jun Zhang

Pages: 4005 - 4018

12) Position Fusing and Refining for Clear Salient Object Detection

Author(s): Xing Zhao, Haoran Liang, Ronghua Liang

Pages: 4019 - 4028

13) SAB Net: A Semantic Attention Boosting Framework for Semantic Segmentation

Author(s): Xiaofeng Ding, Chaomin Shen, Tieyong Zeng, Yaxin Peng

Pages: 4029 - 4041

14) Real-Time Semantic Segmentation via Spatial-Detail Guided Context Propagation

Author(s): Shijie Hao, Yuan Zhou, Yanrong Guo, Richang Hong, Jun Cheng, Meng Wang

Pages: 4042 - 4053

15) Generative Mixup Networks for Zero-Shot Learning

Author(s): Bingrong Xu, Zhigang Zeng, Cheng Lian, Zhengming Ding

Pages: 4054 - 4065

16) Polarity Loss: Improving Visual-Semantic Alignment for Zero-Shot Detection

Author(s): Shafin Rahman, Salman Khan, Nick Barnes

Pages: 4066 - 4078

17) Rethinking 3-D LiDAR Point Cloud Segmentation

Author(s): Shijie Li, Yun Liu, Juergen Gall

Pages: 4079 - 4090

18) CACNN: Capsule Attention Convolutional Neural Networks for 3D Object Recognition

Author(s): Kai Sun, Jiangshe Zhang, Shuang Xu, Zixiang Zhao, Chunxia Zhang, Junmin Liu, Junying Hu

Pages: 4091 - 4102

19) Learning Selective Sensor Fusion for State Estimation

Author(s): Changhao Chen, Stefano Rosa, Chris Xiaoxuan Lu, Bing Wang, Niki Trigoni, Andrew Markham

Pages: 4103 - 4117

20) Duality-Gated Mutual Condition Network for RGBT Tracking

Author(s): Andong Lu, Cun Qian, Chenglong Li, Jin Tang, Liang Wang

Pages: 4118 - 4131

21) IRFR-Net: Interactive Recursive Feature-Reshaping Network for Detecting Salient Objects in RGB-D Images

Author(s): Wujie Zhou, Qinling Guo, Jingsheng Lei, Lu Yu, Jenq-Neng Hwang

Pages: 4132 - 4144

22) Weakly Aligned Feature Fusion for Multimodal Object Detection

Author(s): Lu Zhang, Zhiyong Liu, Xiangyu Zhu, Zhan Song, Xu Yang, Zhen Lei, Hong Qiao

Pages: 4145 - 4159

23) Bilateral Cross-Modality Graph Matching Attention for Feature Fusion in Visual Question Answering

Author(s): Jianjian Cao, Xiameng Qin, Sanyuan Zhao, Jianbing Shen

Pages: 4160 - 4171

24) Deep Selective Fusion of Visible and Near-Infrared Images Using Unsupervised U-Net

Author(s): Qihui Han, Cheolkon Jung

Pages: 4172 - 4183

25) Region-Object Relation-Aware Dense Captioning via Transformer

Author(s): Zhuang Shao, Jungong Han, Demetris Marnerides, Kurt Debattista

Pages: 4184 - 4195

26) VAG: A Uniform Model for Cross-Modal Visual-Audio Mutual Generation

Author(s): Wangli Hao, He Guan, Zhaoxiang Zhang

Pages: 4196 - 4208

27) Global–Local Multiple Granularity Learning for Cross-Modality Visible–Infrared Person Reidentification

Author(s): Liyan Zhang, Guodong Du, Fan Liu, Huawei Tu, Xiangbo Shu

Pages: 4209 - 4219

28) Pixel and Feature Transfer Fusion for Unsupervised Cross-Dataset Person Reidentification

Author(s): Yang Yang, Guan’an Wang, Prayag Tiwari, Hari Mohan Pandey, Zhen Lei

Pages: 4220 - 4232

29) Semantic Correlation Transfer for Heterogeneous Domain Adaptation

Author(s): Ying Zhao, Shuang Li, Rui Zhang, Chi Harold Liu, Weipeng Cao, Xizhao Wang, Song Tian

Pages: 4233 - 4245

30) Dynamic Neural Network Structure: A Review for its Theories and Applications

Author(s): Jifeng Guo, C. L. Philip Chen, Zhulin Liu, Xixin Yang

Pages: 4246 - 4266

31) Deep Reinforcement Learning in Human Activity Recognition: A Survey and Outlook

Author(s): Bahareh Nikpour, Dimitrios Sinodinos, Narges Armanfard

Pages: 4267 - 4278

32) Federated Graph Neural Networks: Overview, Techniques, and Challenges

Author(s): Rui Liu, Pengwei Xing, Zichao Deng, Anran Li, Cuntai Guan, Han Yu

Pages: 4279 - 4295

33) Adaptive Intermediate Class-Wise Distribution Alignment: A Universal Domain Adaptation and Generalization Method for Machine Fault Diagnosis

Author(s): Quan Qian, Jun Luo, Yi Qin

Pages: 4296 - 4310

34) Focus Affinity Perception and Super-Resolution Embedding for Multifocus Image Fusion

Author(s): Huafeng Li, Ming Yuan, Jinxing Li, Yu Liu, Guangming Lu, Yong Xu, Zhengtao Yu, David Zhang

Pages: 4311 - 4325

35) Collective Neural Dynamics for Sparse Motion Planning of Redundant Manipulators Without Hessian Matrix Inversion

Author(s): Long Jin, Jinchuan Zhao, Liangming Chen, Shuai Li

Pages: 4326 - 4335

36) Closed-Form Gaussian Spread Estimation for Small and Large Support Vector Classification

Author(s): Diego Isla-Cernadas, Manuel Fernández-Delgado, Eva Cernadas, Manisha S. Sirsat, Haitham Maarouf, Senén Barro

Pages: 4336 - 4344

37) A Gradient-Guided Evolutionary Neural Architecture Search

Author(s): Yu Xue, Xiaolong Han, Ferrante Neri, Jiafeng Qin, Danilo Pelusi

Pages: 4345 - 4357

38) Enhanced Network Compression Through Tensor Decompositions and Pruning

Author(s): Van Tien Pham, Yassine Zniyed, Thanh Phuong Nguyen

Pages: 4358 - 4370

39) HOT-GAN: Hilbert Optimal Transport for Generative Adversarial Network

Author(s): Qian Li, Zhichao Wang, Haiyang Xia, Gang Li, Yanan Cao, Lina Yao, Guandong Xu

Pages: 4371 - 4384

40) DMESH: A Structure-Preserving Diffusion Model for 3-D Mesh Denoising

Author(s): Seongmin Lee, Suwoong Heo, Sanghoon Lee

Pages: 4385 - 4399

41) PointWavelet: Learning in Spectral Domain for 3-D Point Cloud Analysis

Author(s): Cheng Wen, Jianzhi Long, Baosheng Yu, Dacheng Tao

Pages: 4400 - 4412

42) Orthogonal Subspace Representation for Generative Adversarial Networks

Author(s): Hongxiang Jiang, Xiaoyan Luo, Jihao Yin, Huazhu Fu, Fuxiang Wang

Pages: 4413 - 4427

43) A Hierarchical Distributed Data-Driven Adaptive Learning Control for Nonaffine Nonlinear MASs

Author(s): Yong-Sheng Ma, Wei-Wei Che

Pages: 4428 - 4436

44) Dual Balanced Class-Incremental Learning With im-Softmax and Angular Rectification

Author(s): Ruicong Zhi, Yicheng Meng, Junyi Hou, Jun Wan

Pages: 4437 - 4447

45) A Continuous Volatility Forecasting Model Based on Neural Differential Equations and Scale-Similarity

Author(s): Bowen Pang, Liyi Huang, Qingsong Li, Wei Wei

Pages: 4448 - 4461

46) Label Informed Contrastive Pretraining for Node Importance Estimation on Knowledge Graphs

Author(s): Tianyu Zhang, Chengbin Hou, Rui Jiang, Xuegong Zhang, Chenghu Zhou, Ke Tang, Hairong Lv

Pages: 4462 - 4476

47) Off-Policy Prediction Learning: An Empirical Study of Online Algorithms

Author(s): Sina Ghiassian, Banafsheh Rafiee, Richard S. Sutton

Pages: 4477 - 4491

48) Few-Shot Face Stylization via GAN Prior Distillation

Author(s): Ruoyu Zhao, Mingrui Zhu, Nannan Wang, Xinbo Gao

Pages: 4492 - 4503

49) DPNet: Dual-Path Network for Real-Time Object Detection With Lightweight Attention

Author(s): Quan Zhou, Huimin Shi, Weikang Xiang, Bin Kang, Longin Jan Latecki

Pages: 4504 - 4518

50) Bridging the Cross-Modality Semantic Gap in Visual Question Answering

Author(s): Boyue Wang, Yujian Ma, Xiaoyan Li, Junbin Gao, Yongli Hu, Baocai Yin

Pages: 4519 - 4531

51) Fuzzy State-Driven Cross-Time Spatial Dependence Learning for Multivariate Time-Series Anomaly Detection

Author(s): Kun Zhu, Pengyu Song, Chunhui Zhao

Pages: 4532 - 4544

52) Multimodal Dual-Embedding Networks for Malware Open-Set Recognition

Author(s): Jingcai Guo, Han Wang, Yuanyuan Xu, Wenchao Xu, Yufeng Zhan, Yuxia Sun, Song Guo

Pages: 4545 - 4559

53) Ensemble Prototype Network For Weakly Supervised Temporal Action Localization

Author(s): Kewei Wu, Wenjie Luo, Zhao Xie, Dan Guo, Zhao Zhang, Richang Hong

Pages: 4560 - 4574

54) Playing the Lottery With Concave Regularizers for Sparse Trainable Neural Networks

Author(s): Giulia Fracastoro, Sophie M. Fosson, Andrea Migliorati, Giuseppe C. Calafiore

Pages: 4575 - 4585

55) Testing Conditional Independence Between Latent Variables by Independence Residuals

Author(s): Zhengming Chen, Jie Qiao, Feng Xie, Ruichu Cai, Zhifeng Hao, Keli Zhang

Pages: 4586 - 4598

56) Formulating and Representing Multiagent Systems With Hypergraphs

Author(s): Shuo Yu, Huafei Huang, Yanming Shen, Pengfei Wang, Qiang Zhang, Ke Sun, Honglong Chen

Pages: 4599 - 4613

57) Scalable Moment Propagation and Analysis of Variational Distributions for Practical Bayesian Deep Learning

Author(s): Yuki Hirayama, Shinya Takamaeda-Yamazaki

Pages: 4614 - 4624

58) GSSTU: Generative Spatial Self-Attention Transformer Unit for Enhanced Video Prediction

Author(s): Binit Singh, Divij Singh, Rohan Kaushal, Agrya Halder, Pratik Chattopadhyay

Pages: 4625 - 4638

59) Hierarchical Reinforcement Learning for UAV-PE Game With Alternative Delay Update Method

Author(s): Xiao Ma, Yuan Yuan, Lei Guo

Pages: 4639 - 4651

60) Image Deblurring by Exploring In-Depth Properties of Transformer

Author(s): Pengwei Liang, Junjun Jiang, Xianming Liu, Jiayi Ma

Pages: 4652 - 4663

61) Locating Target Regions for Image Retrieval in an Unsupervised Manner

Author(s): Bo-Jian Zhang, Guang-Hai Liu, Zuo-Yong Li, Shu-Xiang Song

Pages: 4664 - 4676

62) Conditional Neural Heuristic for Multiobjective Vehicle Routing Problems

Author(s): Mingfeng Fan, Yaoxin Wu, Zhiguang Cao, Wen Song, Guillaume Sartoretti, Huan Liu, Guohua Wu

Pages: 4677 - 4689

63) Understanding Adversarial Robustness From Feature Maps of Convolutional Layers

Author(s): Cong Xu, Wei Zhang, Jun Wang, Min Yang

Pages: 4690 - 4702

64) A Predefined-Time Adaptive Zeroing Neural Network for Solving Time-Varying Linear Equations and Its Application to UR5 Robot

Author(s): Wensheng Tang, Hang Cai, Lin Xiao, Yongjun He, Linju Li, Qiuyue Zuo, Jichun Li

Pages: 4703 - 4712

65) Self-Triggered Approximate Optimal Neuro-Control for Nonlinear Systems Through Adaptive Dynamic Programming

Author(s): Bo Zhao, Shunchao Zhang, Derong Liu

Pages: 4713 - 4723

66) Balanced Unfolding Induced Tensor Nuclear Norms for High-Order Tensor Completion

Author(s): Yuning Qiu, Guoxu Zhou, Andong Wang, Qibin Zhao, Shengli Xie

Pages: 4724 - 4737

67) Intrinsic Consistency Preservation With Adaptively Reliable Samples for Source-Free Domain Adaptation

Author(s): Jialin Tian, Abdulmotaleb El Saddik, Xing Xu, Dongshuai Li, Zuo Cao, Heng Tao Shen

Pages: 4738 - 4749

68) A Generative Shape Compositional Framework to Synthesize Populations of Virtual Chimeras

Author(s): Haoran Dou, Seppo Virtanen, Nishant Ravikumar, Alejandro F. Frangi

Pages: 4750 - 4764

69) Learning Ordinal–Hierarchical Constraints for Deep Learning Classifiers

Author(s): Riccardo Rosati, Luca Romeo, Víctor Manuel Vargas, Pedro Antonio Gutiérrez, Emanuele Frontoni, César Hervás-Martínez

Pages: 4765 - 4778

70) Deep Reinforcement Learning for Solving Vehicle Routing Problems With Backhauls

Author(s): Conghui Wang, Zhiguang Cao, Yaoxin Wu, Long Teng, Guohua Wu

Pages: 4779 - 4793

71) Finite-Time Boundedness of Impulsive Delayed Reaction–Diffusion Stochastic Neural Networks

Author(s): Qi Yao, Tengda Wei, Ping Lin, Linshan Wang

Pages: 4794 - 4804

72) Meta-Scaler: A Meta-Learning Framework for the Selection of Scaling Techniques

Author(s): Lucas B. V. de Amorim, George D. C. Cavalcanti, Rafael M. O. Cruz

Pages: 4805 - 4819

73) MH6D: Multi-Hypothesis Consistency Learning for Category-Level 6-D Object Pose Estimation

Author(s): Jian Liu, Wei Sun, Chongpei Liu, Hui Yang, Xing Zhang, Ajmal Mian

Pages: 4820 - 4833

74) MEOL: A Maximum-Entropy Framework for Options Learning

Author(s): Pin Zhang, Wenhan Dong, Ming Cai, Shengde Jia, Zi-Peng Wang

Pages: 4834 - 4848

75) Meta-MolNet: A Cross-Domain Benchmark for Few Examples Drug Discovery

Author(s): Qiujie Lv, Guanxing Chen, Ziduo Yang, Weihe Zhong, Calvin Yu-Chian Chen

Pages: 4849 - 4863

76) On Model of Recurrent Neural Network on a Time Scale: Exponential Convergence and Stability Research

Author(s): Vasyl Martsenyuk, Marcin Bernas, Aleksandra Klos-Witkowska

Pages: 4864 - 4878

77) Parameter-Free Multiview K-Means Clustering With Coordinate Descent Method

Author(s): Feiping Nie, Han Liu, Rong Wang, Xuelong Li

Pages: 4879 - 4892

78) MUSIC: Accelerated Convergence for Distributed Optimization With Inexact and Exact Methods

Author(s): Mou Wu, Haibin Liao, Zhengtao Ding, Yonggang Xiao

Pages: 4893 - 4907

79) DER-GCN: Dialog and Event Relation-Aware Graph Convolutional Neural Network for Multimodal Dialog Emotion Recognition

Author(s): Wei Ai, Yuntao Shou, Tao Meng, Keqin Li

Pages: 4908 - 4921

80) Set-Membership State Estimation for Multirate Nonlinear Complex Networks Under FlexRay Protocols: A Neural-Network-Based Approach

Author(s): Yuxuan Shen, Zidong Wang, Hongli Dong, Hongjian Liu, Yun Chen

Pages: 4922 - 4933

81) Spiking Neural Network for Ultralow-Latency and High-Accurate Object Detection

Author(s): Jinye Qu, Zeyu Gao, Tielin Zhang, Yanfeng Lu, Huajin Tang, Hong Qiao

Pages: 4934 - 4946

82) Fast Multiview Anchor-Graph Clustering

Author(s): Ben Yang, Xuetao Zhang, Jinghan Wu, Feiping Nie, Zhiping Lin, Fei Wang, Badong Chen

Pages: 4947 - 4958

83) Coexistence of Cyclic Sequential Pattern Recognition and Associative Memory in Neural Networks by Attractor Mechanisms

Author(s): Jingyang Huo, Jiali Yu, Min Wang, Zhang Yi, Jinsong Leng, Yong Liao

Pages: 4959 - 4970

84) Few-Shot Relation Extraction With Automatically Generated Prompts

Author(s): Xiaoyan Zhao, Min Yang, Qiang Qu, Ruifeng Xu

Pages: 4971 - 4983

85) Smooth-Guided Implicit Data Augmentation for Domain Generalization

Author(s): Mengzhu Wang, Junze Liu, Ge Luo, Shanshan Wang, Wei Wang, Long Lan, Ye Wang, Feiping Nie

Pages: 4984 - 4995

86) Quantized Magnetic Domain Wall Synapse for Efficient Deep Neural Networks

Author(s): Seema Dhull, Walid Al Misba, Arshid Nisar, Jayasimha Atulasimha, Brajesh Kumar Kaushik

Pages: 4996 - 5005

87) Heterogeneous Domain Adaptation With Generalized Similarity and Dissimilarity Regularization

Author(s): Yuqing Chen, Zhencai Shen, Daoliang Li, Ping Zhong, Yingyi Chen

Pages: 5006 - 5019

88) Unsupervised Dual Transformer Learning for 3-D Textured Surface Segmentation

Author(s): Iyyakutti Iyappan Ganapathi, Fayaz Ali Dharejo, Sajid Javed, Syed Sadaf Ali, Naoufel Werghi

Pages: 5020 - 5031

89) Neural Preassigned Performance Control for State-Constrained Nonlinear Systems Subject to Disturbances

Author(s): Wei Liu, Jianhang Zhao, Huanyu Zhao, Qian Ma, Shengyuan Xu, Ju H. Park

Pages: 5032 - 5043

90) T-HyperGNNs: Hypergraph Neural Networks via Tensor Representations

Author(s): Fuli Wang, Karelia Pena-Pena, Wei Qian, Gonzalo R. Arce

Pages: 5044 - 5058

91) Latent Attention Network With Position Perception for Visual Question Answering

Author(s): Jing Zhang, Xiaoqiang Liu, Zhe Wang

Pages: 5059 - 5069

92) An Accelerated Approach on Adaptive Gradient Neural Network for Solving Time-Dependent Linear Equations: A State-Triggered Perspective

Author(s): Haoen Huang, Zhigang Zeng

Pages: 5070 - 5081

93) Auxiliary Tasks Enhanced Dual-Affinity Learning for Weakly Supervised Semantic Segmentation

Author(s): Lian Xu, Mohammed Bennamoun, Farid Boussaid, Wanli Ouyang, Ferdous Sohel, Dan Xu

Pages: 5082 - 5096

94) Improving Text-Based Person Retrieval by Excavating All-Round Information Beyond Color

Author(s): Aichun Zhu, Zijie Wang, Jingyi Xue, Xili Wan, Jing Jin, Tian Wang, Hichem Snoussi

Pages: 5097 - 5111

95) TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks

Author(s): Rui-Jie Zhu, Malu Zhang, Qihang Zhao, Haoyu Deng, Yule Duan, Liang-Jian Deng

Pages: 5112 - 5125

96) CADM+: Confusion-Based Learning Framework With Drift Detection and Adaptation for Real-Time Safety Assessment

Author(s): Songqiao Hu, Zeyi Liu, Minyue Li, Xiao He

Pages: 5126 - 5139

97) Spectral Super-Resolution via Deep Low-Rank Tensor Representation

Author(s): Renwei Dian, Yuanye Liu, Shutao Li

Pages: 5140 - 5150

98) Adaptive Synaptic Scaling in Spiking Networks for Continual Learning and Enhanced Robustness

Author(s): Mingkun Xu, Faqiang Liu, Yifan Hu, Hongyi Li, Yuanyuan Wei, Shuai Zhong, Jing Pei, Lei Deng

Pages: 5151 - 5165

99) MNTZNN for Solving Hybrid Double-Deck Dynamic Nonlinear Equation System Applied to Robot Manipulator Control

Author(s): Xinhui Zhu, Jianwei Fan, Shuang Pan, Yanling Li, Jian Li, Mingliang Xu

Pages: 5166 - 5176

100) Use of Parallel Explanatory Models to Enhance Transparency of Neural Network Configurations for Cell Degradation Detection

Author(s): David Mulvey, Chuan Heng Foh, Muhammad Ali Imran, Rahim Tafazolli

Pages: 5177 - 5189

101) Generative Upper-Level Policy Imitation Learning With Pareto-Improvement for Energy-Efficient Advanced Machining Systems

Author(s): Qinge Xiao, Ben Niu, Ying Tan, Zhile Yang, Xingzheng Chen

Pages: 5190 - 5203

102) Task-Wise Sampling Convolutions for Arbitrary-Oriented Object Detection in Aerial Images

Author(s): Zhanchao Huang, Wei Li, Xiang-Gen Xia, Hao Wang, Ran Tao

Pages: 5204 - 5218

103) Trainable Delays in Time Delay Neural Networks for Learning Delayed Dynamics

Author(s): Xunbi A. Ji, Gábor Orosz

Pages: 5219 - 5229

104) Mining Semantic Correlations Between Mispredictions and Corrections for Interactive Semantic Segmentation

Author(s): Yutong Gao, Congyan Lang, Fayao Liu, Chuan-Sheng Foo, Yuanzhouhan Cao, Lijuan Sun, Yunchao Wei

Pages: 5230 - 5243

105) New RNN Algorithms for Different Time-Variant Matrix Inequalities Solving Under Discrete-Time Framework

Author(s): Yang Shi, Chenling Ding, Shuai Li, Bin Li, Xiaobing Sun

Pages: 5244 - 5257

106) To Combat Multiclass Imbalanced Problems by Aggregating Evolutionary Hierarchical Classifiers

Author(s): Zhihan Ning, Zhixing Jiang, David Zhang

Pages: 5258 - 5272

107) High-Order Neighbors Aware Representation Learning for Knowledge Graph Completion

Author(s): Hong Yin, Jiang Zhong, Rongzhen Li, Jiaxing Shang, Chen Wang, Xue Li

Pages: 5273 - 5287

108) Multilabel Feature Selection via Shared Latent Sublabel Structure and Simultaneous Orthogonal Basis Clustering

Author(s): Ronghua Shang, Jingyu Zhong, Weitong Zhang, Songhua Xu, Yangyang Li

Pages: 5288 - 5303

109) Decision-Making With Speculative Opponent Models

Author(s): Jing Sun, Shuo Chen, Cong Zhang, Yining Ma, Jie Zhang

Pages: 5304 - 5318

110) DEs-Inspired Accelerated Unfolded Linearized ADMM Networks for Inverse Problems

Author(s): Weixin An, Yuanyuan Liu, Fanhua Shang, Hongying Liu, Licheng Jiao

Pages: 5319 - 5333

111) Dimensionality Reduction Method for the Output Regulation of Boolean Control Networks

Author(s): Shihua Fu, Jun-e Feng, Yuan Zhao, Jianjun Wang, Jinfeng Pan

Pages: 5334 - 5347

112) Statistical Machine Learning for Power Flow Analysis Considering the Influence of Weather Factors on Photovoltaic Power Generation

Author(s): Xueqian Fu, Chunyu Zhang, Yan Xu, Youmin Zhang, Hongbin Sun

Pages: 5348 - 5362

113) NGDE: A Niching-Based Gradient-Directed Evolution Algorithm for Nonconvex Optimization

Author(s): Qi Yu, Xijun Liang, Mengzhen Li, Ling Jian

Pages: 5363 - 5374

114) Pontryagin’s Minimum Principle-Guided RL for Minimum-Time Exploration of Spatiotemporal Fields

Author(s): Zhuo Li, Jian Sun, Antonio G. Marques, Gang Wang, Keyou You

Pages: 5375 - 5387

115) Neural Network Compression Based on Tensor Ring Decomposition

Author(s): Kun Xie, Can Liu, Xin Wang, Xiaocan Li, Gaogang Xie, Jigang Wen, Kenli Li

Pages: 5388 - 5402

116) Contrast-Assisted Domain-Specificity-Removal Network for Semi-Supervised Generalization Fault Diagnosis

Author(s): Qiuyu Song, Xingxing Jiang, Jie Liu, Juanjuan Shi, Zhongkui Zhu

Pages: 5403 - 5416

117) Adaptive Critic Learning-Based Optimal Bipartite Consensus for Multiagent Systems With Prescribed Performance

Author(s): Lei Yan, Junhe Liu, Guanyu Lai, C. L. Philip Chen, Zongze Wu, Zhi Liu

Pages: 5417 - 5427

118) Local–Global Geometric Information and View Complementarity Introduced Multiview Metric Learning

Author(s): Xinlei Xu, Zhe Wang, Shuangyan Ren, Saisai Niu, Dongdong Li

Pages: 5428 - 5441

119) One-Step Multiview Clustering via Adaptive Graph Learning and Spectral Rotation

Author(s): Chuan Tang, Minhui Wang, Kun Sun

Pages: 5442 - 5453

120) AttMOT: Improving Multiple-Object Tracking by Introducing Auxiliary Pedestrian Attributes

Author(s): Yunhao Li, Zhen Xiao, Lin Yang, Dan Meng, Xin Zhou, Heng Fan, Libo Zhang

Pages: 5454 - 5468

121) CycleTrans: Learning Neutral Yet Discriminative Features via Cycle Construction for Visible- Infrared Person Re-Identification

Author(s): Qiong Wu, Jiaer Xia, Pingyang Dai, Yiyi Zhou, Yongjian Wu, Rongrong Ji

Pages: 5469 - 5479

122) Generalizable and Discriminative Representations for Adversarially Robust Few-Shot Learning

Author(s): Junhao Dong, Yuan Wang, Xiaohua Xie, Jianhuang Lai, Yew-Soon Ong

Pages: 5480 - 5493

123) Disentangling Modality and Posture Factors: Memory-Attention and Orthogonal Decomposition for Visible-Infrared Person Re-Identification

Author(s): Zefeng Lu, Ronghao Lin, Haifeng Hu

Pages: 5494 - 5508

124) Geometric Matching for Cross-Modal Retrieval

Author(s): Zheng Wang, Zhenwei Gao, Yang Yang, Guoqing Wang, Chengbo Jiao, Heng Tao Shen

Pages: 5509 - 5521

125) CMFAN: Cross-Modal Feature Alignment Network for Few-Shot Single-View 3D Reconstruction

Author(s): Lvlong Lai, Jian Chen, Zehong Zhang, Guosheng Lin, Qingyao Wu

Pages: 5522 - 5534

126) Graph Exploration for Effective Multiagent Q-Learning

Author(s): Ainur Zhaikhan, Ali H. Sayed

Pages: 5535 - 5546

127) Multichannel Orthogonal Transform-Based Perceptron Layers for Efficient ResNets

Author(s): Hongyi Pan, Emadeldeen Hamdan, Xin Zhu, Salih Atici, Ahmet Enis Cetin

Pages: 5547 - 5558

128) Real-World Light Field Image Super-Resolution Via Degradation Modulation

Author(s): Yingqian Wang, Zhengyu Liang, Longguang Wang, Jungang Yang, Wei An, Yulan Guo

Pages: 5559 - 5573

129) Optimal Learning Output Tracking Control: A Model-Free Policy Optimization Method With Convergence Analysis

Author(s): Mingduo Lin, Bo Zhao, Derong Liu

Pages: 5574 - 5585

130) Universal Approximation Abilities of a Modular Differentiable Neural Network

Author(s): Jian Wang, Shujun Wu, Huaqing Zhang, Bin Yuan, Caili Dai, Nikhil R. Pal

Pages: 5586 - 5600

131) Enhancing Narrative Commonsense Reasoning With Multilevel Causal Knowledge

Author(s): Feiteng Mu, Wenjie Li

Pages: 5601 - 5613

132) Communication-Efficient Hybrid Federated Learning for E-Health With Horizontal and Vertical Data Partitioning

Author(s): Chong Yu, Shuaiqi Shen, Shiqiang Wang, Kuan Zhang, Hai Zhao

Pages: 5614 - 5628

133) LRNAS: Differentiable Searching for Adversarially Robust Lightweight Neural Architecture

Author(s): Yuqi Feng, Zeqiong Lv, Hongyang Chen, Shangce Gao, Fengping An, Yanan Sun

Pages: 5629 - 5643

134) Boosting On-Policy Actor–Critic With Shallow Updates in Critic

Author(s): Luntong Li, Yuanheng Zhu

Pages: 5644 - 5653

135) MultiFair: Model Fairness With Multiple Sensitive Attributes

Author(s): Huan Tian, Bo Liu, Tianqing Zhu, Wanlei Zhou, Philip S. Yu

Pages: 5654 - 5667

136) Complex-Valued Convolutional Gated Recurrent Neural Network for Ultrasound Beamforming

Author(s): Zhiming Zhang, Zhenyu Lei, MengChu Zhou, Hideyuki Hasegawa, Shangce Gao

Pages: 5668 - 5679

137) Efficient Online Stream Clustering Based on Fast Peeling of Boundary Micro-Cluster

Author(s): Jiarui Sun, Mingjing Du, Chen Sun, Yongquan Dong

Pages: 5680 - 5693

138) HCL: A Hierarchical Contrastive Learning Framework for Zero-Shot Relation Extraction

Author(s): Tianwei Yan, Shan Zhao, Minghao Hu, Mengzhu Wang, Xiang Zhang, Zhigang Luo, Meng Wang

Pages: 5694 - 5705

139) A Quantum Spatial Graph Convolutional Neural Network Model on Quantum Circuits

Author(s): Jin Zheng, Qing Gao, Maciej Ogorzałek, Jinhu Lü, Yue Deng

Pages: 5706 - 5720

140) CSTS: Exploring Class-Specific and Task-Shared Embedding Representation for Few-Shot Learning

Author(s): Hong Zhao, Yuling Su, Zhiping Wu, Weiping Ding

Pages: 5721 - 5733

141) Adaptive Neural Consensus Observer Networks Design for a Class of Semilinear Parabolic PDE Systems

Author(s): Mingxing Cai, Yuan Yuan, Biao Luo, Fanbiao Li, Xiaodong Xu, Chunhua Yang, Weihua Gui

Pages: 5734 - 5746

142) Temporal Network Embedding Enhanced With Long-Range Dynamics and Self-Supervised Learning

Author(s): Zhizheng Wang, Yuanyuan Sun, Zhihao Yang, Liang Yang, Hongfei Lin

Pages: 5747 - 5758

143) AdaptiveClick: Click-Aware Transformer With Adaptive Focal Loss for Interactive Image Segmentation

Author(s): Jiacheng Lin, Jiajun Chen, Kailun Yang, Alina Roitberg, Siyu Li, Zhiyong Li, Shutao Li

Pages: 5759 - 5773

144) One-Step Multi-View Clustering With Diverse Representation

Author(s): Xinhang Wan, Jiyuan Liu, Xinbiao Gan, Xinwang Liu, Siwei Wang, Yi Wen, Tianjiao Wan, En Zhu

Pages: 5774 - 5786

145) Position-Sensing Graph Neural Networks: Proactively Learning Nodes Relative Positions

Author(s): Yiqun Zhang, Zhenyue Qin, Saeed Anwar, Dongwoo Kim, Yang Liu, Pan Ji, Tom Gedeon

Pages: 5787 - 5794

146) Distributed Dynamic Task Allocation for Moving Target Tracking of Networked Mobile Robots Using k-WTA Network

Author(s): Kexin Liu, Yinyan Zhang

Pages: 5795 - 5802

147) A Revised Formation of Trace Ratio LDA for Small Sample Size Problem

Author(s): Zhengxin Li, Feiping Nie, Rong Wang, Xuelong Li

Pages: 5803 - 5809

148) Toward Efficient Convolutional Neural Networks With Structured Ternary Patterns

Author(s): Christos Kyrkou

Pages: 5810 - 5817

149) A Novel Generator With Auxiliary Branch for Improving GAN Performance

Author(s): Seung Park, Yong-Goo Shin

Pages: 5818 - 5825

150) Learning Rates of Deep Nets for Geometrically Strongly Mixing Sequence

Author(s): Yueyang Men, Liang Li, Ziqing Hu, Yongli Xu

Pages: 5826 - 5832

IEEE Transactions on Neural Networks and Learning Systems, Volume 36, Issue 2, February 2025

1) Guest Editorial: Special Issue on Information Theoretic Methods for the Generalization, Robustness, and Interpretability of Machine Learning

Author(s): Badong Chen, Shujian Yu, Robert Jenssen, Jose C. Principe, Klaus-Robert Müller

Pages: 1957 - 1958

2) Community Graph Convolution Neural Network for Alzheimer’s Disease Classification and Pathogenetic Factors Identification

Author(s): Xia-An Bi, Ke Chen, Siyu Jiang, Sheng Luo, Wenyan Zhou, Zhaoxu Xing, Luyun Xu, Zhengliang Liu, Tianming Liu

Pages: 1959 - 1973

3) RSS-Bagging: Improving Generalization Through the Fisher Information of Training Data

Author(s): Jieting Wang, Feijiang Li, Jue Li, Chenping Hou, Yuhua Qian, Jiye Liang

Pages: 1974 - 1988

4) Sparse Additive Machine With the Correntropy-Induced Loss

Author(s): Peipei Yuan, Xinge You, Hong Chen, Yingjie Wang, Qinmu Peng, Bin Zou

Pages: 1989 - 2003

5) Asymptotic Behavior of Adversarial Training in Binary Linear Classification

Author(s): Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis

Pages: 2004 - 2012

6) Constrained Maximum Cross-Domain Likelihood for Domain Generalization

Author(s): Jianxin Lin, Yongqiang Tang, Junping Wang, Wensheng Zhang

Pages: 2013 - 2027

7) Explainable Classification of Benign-Malignant Pulmonary Nodules With Neural Networks and Information Bottleneck

Author(s): Haixing Zhu, Weipeng Liu, Zhifan Gao, Heye Zhang

Pages: 2028 - 2039

8) Efficient Approximations for Matrix-Based Rényi’s Entropy on Sequential Data

Author(s): Yuxin Dong, Tieliang Gong, Hong Chen, Chen Li

Pages: 2040 - 2050

9) Celebrating Diversity With Subtask Specialization in Shared Multiagent Reinforcement Learning

Author(s): Chenghao Li, Tonghan Wang, Chengjie Wu, Qianchuan Zhao, Jun Yang, Chongjie Zhang

Pages: 2051 - 2065

10) Information Theoretic Learning-Enhanced Dual-Generative Adversarial Networks With Causal Representation for Robust OOD Generalization

Author(s): Xiaokang Zhou, Xuzhe Zheng, Tian Shu, Wei Liang, Kevin I-Kai Wang, Lianyong Qi, Shohei Shimizu, Qun Jin

Pages: 2066 - 2079

11) Robust Few-Shot Learning Without Using Any Adversarial Samples

Author(s): Gaurav Kumar Nayak, Ruchit Rawal, Inder Khatri, Anirban Chakraborty

Pages: 2080 - 2090

12) Deep Ensemble Transformers for Dimensionality Reduction

Author(s): Maria Nareklishvili, Marius Geitle

Pages: 2091 - 2102

13) Estimating Counterfactual Treatment Outcomes Over Time in Complex Multiagent Scenarios

Author(s): Keisuke Fujii, Koh Takeuchi, Atsushi Kuribayashi, Naoya Takeishi, Yoshinobu Kawahara, Kazuya Takeda

Pages: 2103 - 2117

14) A Statistical Physics Perspective: Understanding the Causality Behind Convolutional Neural Network Adversarial Vulnerability

Author(s): Ke Wang, Mingjia Zhu, Zicong Chen, Jian Weng, Ming Li, Siu-Ming Yiu, Weiping Ding, Tianlong Gu

Pages: 2118 - 2132

15) Knowledge-Augmented Deep Learning and its Applications: A Survey

Author(s): Zijun Cui, Tian Gao, Kartik Talamadupula, Qiang Ji

Pages: 2133 - 2153

16) Global Model Selection for Semi-Supervised Support Vector Machine via Solution Paths

Author(s): Yajing Fan, Shuyang Yu, Bin Gu, Ziran Xiong, Zhou Zhai, Heng Huang, Yi Chang

Pages: 2154 - 2168

17) A Calibrator Fuzzy Ensemble for Highly-Accurate Robot Arm Calibration

Author(s): Xin Luo, Zhibin Li, Wenbin Yue, Shuai Li

Pages: 2169 - 2181

18) Biphasic Face Photo-Sketch Synthesis via Semantic-Driven Generative Adversarial Network With Graph Representation Learning

Author(s): Xingqun Qi, Muyi Sun, Zijian Wang, Jiaming Liu, Qi Li, Fang Zhao, Shanghang Zhang, Caifeng Shan

Pages: 2182 - 2195

19) Daily Schedule Recommendation in Urban Life Based on Deep Reinforcement Learning

Author(s): Jia Liu, Donghai Zhai, Wei Huang, Shenggong Ji, Junbo Zhang, Tianrui Li

Pages: 2196 - 2205

20) Hybrid Reinforced Medical Report Generation With M-Linear Attention and Repetition Penalty

Author(s): Zhenghua Xu, Wenting Xu, Ruizhi Wang, Junyang Chen, Chang Qi, Thomas Lukasiewicz

Pages: 2206 - 2220

21) Cooperative Active Learning-Based Dual Control for Exploration and Exploitation in Autonomous Search

Author(s): Zhongguo Li, Wen-Hua Chen, Jun Yang, Cunjia Liu

Pages: 2221 - 2233

22) Adaptive Intermittent Pinning Control for Synchronization of Delayed Nonlinear Memristive Neural Networks With Reaction–Diffusion Items

Author(s): Qiwei Liu, Huaicheng Yan, Hao Zhang, Lu Zeng, Chaoyang Chen

Pages: 2234 - 2245

23) Norest-Net: Normal Estimation Neural Network for 3-D Noisy Point Clouds

Author(s): Yingkui Zhang, Mingqiang Wei, Lei Zhu, Guibao Shen, Fu Lee Wang, Jing Qin, Qiong Wang

Pages: 2246 - 2258

24) Analysis and Application of Matrix-Form Neural Networks for Fast Matrix-Variable Convex Optimization

Author(s): Youshen Xia, Tiantian Ye, Liqing Huang

Pages: 2259 - 2273

25) CDNA-SNN: A New Spiking Neural Network for Pattern Classification Using Neuronal Assemblies

Author(s): Vahid Saranirad, Shirin Dora, Thomas Martin McGinnity, Damien Coyle

Pages: 2274 - 2287

26) Approximate Policy Iteration With Deep Minimax Average Bellman Error Minimization

Author(s): Lican Kang, Yuhui Liu, Yuan Luo, Jerry Zhijian Yang, Han Yuan, Chang Zhu

Pages: 2288 - 2299

27) Sampled-Data State Estimation for LSTM

Author(s): Yongsik Jin, S. M. Lee

Pages: 2300 - 2313

28) Deep Progressive Reinforcement Learning-Based Flexible Resource Scheduling Framework for IRS and UAV-Assisted MEC System

Author(s): Li Dong, Feibo Jiang, Minjie Wang, Yubo Peng, Xiaolong Li

Pages: 2314 - 2326

29) Learn Zero-Constraint-Violation Safe Policy in Model-Free Constrained Reinforcement Learning

Author(s): Haitong Ma, Changliu Liu, Shengbo Eben Li, Sifa Zheng, Wenchao Sun, Jianyu Chen

Pages: 2327 - 2341

30) KL-DNAS: Knowledge Distillation-Based Latency Aware-Differentiable Architecture Search for Video Motion Magnification

Author(s): Jasdeep Singh, Subrahmanyam Murala, G. Sankara Raju Kosuru

Pages: 2342 - 2352

31) Advancing Spiking Neural Networks Toward Deep Residual Learning

Author(s): Yifan Hu, Lei Deng, Yujie Wu, Man Yao, Guoqi Li

Pages: 2353 - 2367

32) Compact Goal Representation Learning via Information Bottleneck in Goal-Conditioned Reinforcement Learning

Author(s): Qiming Zou, Einoshin Suzuki

Pages: 2368 - 2381

33) Interleaved Periodic Event-Triggered Communications-Based Distributed Formation Control for Cooperative Unmanned Surface Vessels

Author(s): Bin Zhou, Bing Huang, Yumin Su, Cheng Zhu

Pages: 2382 - 2394

34) Multiview Large Margin Distribution Machine

Author(s): Kun Hu, Yingyuan Xiao, Wenguang Zheng, Wenxin Zhu, Ching-Hsien Hsu

Pages: 2395 - 2409

35) MDEformer: Mixed Difference Equation Inspired Transformer for Compressed Video Quality Enhancement

Author(s): Mingjin Zhang, Haichen Bai, Wenteng Shang, Jie Guo, Yunsong Li, Xinbo Gao

Pages: 2410 - 2422

36) Transferability-Guided Cross-Domain Cross-Task Transfer Learning

Author(s): Yang Tan, Enming Zhang, Yang Li, Shao-Lun Huang, Xiao-Ping Zhang

Pages: 2423 - 2436

37) MSFlow: Multiscale Flow-Based Framework for Unsupervised Anomaly Detection

Author(s): Yixuan Zhou, Xing Xu, Jingkuan Song, Fumin Shen, Heng Tao Shen

Pages: 2437 - 2450

38) Deeply Supervised Block-Wise Neural Architecture Search

Author(s): An Yang, Ying Liu, Chunguang Li, Qinyuan Ren

Pages: 2451 - 2464

39) SASAN: Shape-Adaptive Set Abstraction Network for Point-Voxel 3D Object Detection

Author(s): Hui Zhang, Guiyang Luo, Xiao Wang, Yidong Li, Weiping Ding, Fei-Yue Wang

Pages: 2465 - 2479

40) Hybrid Gromov–Wasserstein Embedding for Capsule Learning

Author(s): Pourya Shamsolmoali, Masoumeh Zareapoor, Swagatam Das, Eric Granger, Salvador García

Pages: 2480 - 2494

41) Analytical Uncertainty Propagation in Neural Networks

Author(s): Paul Jungmann, Julia Poray, Akash Kumar

Pages: 2495 - 2508

42) AdaptCL: Adaptive Continual Learning for Tackling Heterogeneity in Sequential Datasets

Author(s): Yuqing Zhao, Divya Saxena, Jiannong Cao

Pages: 2509 - 2522

43) MIT: Mutual Information Topic Model for Diverse Topic Extraction

Author(s): Rui Wang, Deyu Zhou, Haiping Huang, Yongquan Zhou

Pages: 2523 - 2537

44) Source-Free Active Domain Adaptation via Augmentation-Based Sample Query and Progressive Model Adaptation

Author(s): Shuang Li, Rui Zhang, Kaixiong Gong, Mixue Xie, Wenxuan Ma, Guangyu Gao

Pages: 2538 - 2550

45) Memory-Dependent Computation and Learning in Spiking Neural Networks Through Hebbian Plasticity

Author(s): Thomas Limbacher, Ozan Özdenizci, Robert Legenstein

Pages: 2551 - 2562

46) Multi-Instance Nonparallel Tube Learning

Author(s): Yanshan Xiao, Bo Liu, Zhifeng Hao

Pages: 2563 - 2577

47) FADngs: Federated Learning for Anomaly Detection

Author(s): Boyu Dong, Dong Chen, Yu Wu, Siliang Tang, Yueting Zhuang

Pages: 2578 - 2592

48) Learning to Predict Gradients for Semi-Supervised Continual Learning

Author(s): Yan Luo, Yongkang Wong, Mohan Kankanhalli, Qi Zhao

Pages: 2593 - 2607

49) Deep Reinforcement Learning-Based Multirestricted Dynamic-Request Transportation Framework

Author(s): Erdal Akin

Pages: 2608 - 2618

50) Reconstruction of Adaptive Leaky Integrate-and-Fire Neuron to Enhance the Spiking Neural Networks Performance by Establishing Complex Dynamics

Author(s): Quan Liu, Mincheng Cai, Kun Chen, Qingsong Ai, Li Ma

Pages: 2619 - 2633

51) Cycle-Refined Multidecision Joint Alignment Network for Unsupervised Domain Adaptive Hyperspectral Change Detection

Author(s): Jiahui Qu, Wenqian Dong, Yufei Yang, Tongzhen Zhang, Yunsong Li, Qian Du

Pages: 2634 - 2647

52) Capsule Networks With Residual Pose Routing

Author(s): Yi Liu, De Cheng, Dingwen Zhang, Shoukun Xu, Jungong Han

Pages: 2648 - 2661

53) Tensor Robust Kernel PCA for Multidimensional Data

Author(s): Jie Lin, Ting-Zhu Huang, Xi-Le Zhao, Teng-Yu Ji, Qibin Zhao

Pages: 2662 - 2674

54) Self-Supervised Random Forest on Transformed Distribution for Anomaly Detection

Author(s): Jiabin Liu, Huadong Wang, Hanyuan Hang, Shumin Ma, Xin Shen, Yong Shi

Pages: 2675 - 2689

55) CapMatch: Semi-Supervised Contrastive Transformer Capsule With Feature-Based Knowledge Distillation for Human Activity Recognition

Author(s): Zhiwen Xiao, Huagang Tong, Rong Qu, Huanlai Xing, Shouxi Luo, Zonghai Zhu, Fuhong Song, Li Feng

Pages: 2690 - 2704

56) Goal-Conditioned Hierarchical Reinforcement Learning With High-Level Model Approximation

Author(s): Yu Luo, Tianying Ji, Fuchun Sun, Huaping Liu, Jianwei Zhang, Mingxuan Jing, Wenbing Huang

Pages: 2705 - 2719

57) Universality and Approximation Bounds for Echo State Networks With Random Weights

Author(s): Zhen Li, Yunfei Yang

Pages: 2720 - 2732

58) Frequency Domain-Oriented Complex Graph Neural Networks for Graph Classification

Author(s): Youfa Liu, Bo Du

Pages: 2733 - 2746

59) Deep Reinforcement Learning for Nash Equilibrium of Differential Games

Author(s): Zhenyu Li, Yazhong Luo

Pages: 2747 - 2761

60) An Inexact Sequential Quadratic Programming Method for Learning and Control of Recurrent Neural Networks

Author(s): Adeyemi D. Adeoye, Alberto Bemporad

Pages: 2762 - 2776

61) Security and Safety-Critical Learning-Based Collaborative Control for Multiagent Systems

Author(s): Bing Yan, Peng Shi, Chee Peng Lim, Yuan Sun, Ramesh K. Agarwal

Pages: 2777 - 2788

62) KMT-PLL: K-Means Cross-Attention Transformer for Partial Label Learning

Author(s): Jinfu Fan, Linqing Huang, Chaoyu Gong, Yang You, Min Gan, Zhongjie Wang

Pages: 2789 - 2800

63) Graph Reasoning With Supervised Contrastive Learning for Legal Judgment Prediction

Author(s): Jiawei Wang, Yuquan Le, Da Cao, Shaofei Lu, Zhe Quan, Meng Wang

Pages: 2801 - 2815

64) Toward Balance Deep Semisupervised Clustering

Author(s): Yu Duan, Zhoumin Lu, Rong Wang, Xuelong Li, Feiping Nie

Pages: 2816 - 2828

65) Robust Low-Rank Latent Feature Analysis for Spatiotemporal Signal Recovery

Author(s): Di Wu, Zechao Li, Zhikai Yu, Yi He, Xin Luo

Pages: 2829 - 2842

66) Dual Accuracy-Quality-Driven Neural Network for Prediction Interval Generation

Author(s): Giorgio Morales, John W. Sheppard

Pages: 2843 - 2853

67) Toward Less Constrained Macro-Neural Architecture Search

Author(s): Vasco Lopes, Luís A. Alexandre

Pages: 2854 - 2868

68) Learning Robust Predictive Control: A Spatial–Temporal Game Theoretic Approach

Author(s): Xindi Yang, Hao Zhang, Zhuping Wang, Shun-Feng Su

Pages: 2869 - 2880

69) Fully Spiking Actor Network With Intralayer Connections for Reinforcement Learning

Author(s): Ding Chen, Peixi Peng, Tiejun Huang, Yonghong Tian

Pages: 2881 - 2893

70) A Hybrid of Generative and Discriminative Models Based on the Gaussian-Coupled Softmax Layer

Author(s): Hideaki Hayashi

Pages: 2894 - 2904

71) An Information Fusion System-Driven Deep Neural Networks With Application to Cancer Mortality Risk Estimate

Author(s): Cheng-Hong Yang, Sin-Hua Moi, Li-Yeh Chuang, Yu-Da Lin

Pages: 2905 - 2916

72) Deep Multiview Module Adaption Transfer Network for Subject-Specific EEG Recognition

Author(s): Weigang Cui, Yansong Xiang, Yifan Wang, Tao Yu, Xiao-Feng Liao, Bin Hu, Yang Li

Pages: 2917 - 2930

73) Achieving Sharp Upper Bounds on the Expressive Power of Neural Networks via Tropical Polynomials

Author(s): Zhiwei Li, Cheng Wang

Pages: 2931 - 2945

74) Extreme Fuzzy Broad Learning System: Algorithm, Frequency Principle, and Applications in Classification and Regression

Author(s): Junwei Duan, Shiyi Yao, Jiantao Tan, Yang Liu, Long Chen, Zhen Zhang, C. L. Philip Chen

Pages: 2946 - 2957

75) Virtual Classification: Modulating Domain-Specific Knowledge for Multidomain Crowd Counting

Author(s): Mingyue Guo, Binghui Chen, Zhaoyi Yan, Yaowei Wang, Qixiang Ye

Pages: 2958 - 2972

76) Conformal Loss-Controlling Prediction

Author(s): Di Wang, Ping Wang, Zhong Ji, Xiaojun Yang, Hongyue Li

Pages: 2973 - 2983

77) Improving Uncertainty Quantification of Variance Networks by Tree-Structured Learning

Author(s): Wenxuan Ma, Xing Yan, Kun Zhang

Pages: 2984 - 2998

78) Hyperspectral Image Super Resolution With Real Unaligned RGB Guidance

Author(s): Zeqiang Lai, Ying Fu, Jun Zhang

Pages: 2999 - 3011

79) Masked Spatial–Spectral Autoencoders Are Excellent Hyperspectral Defenders

Author(s): Jiahao Qi, Zhiqiang Gong, Xingyue Liu, Chen Chen, Ping Zhong

Pages: 3012 - 3026

80) ViT-MVT: A Unified Vision Transformer Network for Multiple Vision Tasks

Author(s): Tao Xie, Kun Dai, Zhiqiang Jiang, Ruifeng Li, Shouren Mao, Ke Wang, Lijun Zhao

Pages: 3027 - 3041

81) Allosteric Feature Collaboration for Model-Heterogeneous Federated Learning

Author(s): Baoyao Yang, Pong C. Yuen, Yiqun Zhang, An Zeng

Pages: 3042 - 3056

82) Multiprior Learning Via Neural Architecture Search for Blind Face Restoration

Author(s): Yanjiang Yu, Puyang Zhang, Kaihao Zhang, Wenhan Luo, Changsheng Li

Pages: 3057 - 3070

83) SOSNet: Real-Time Small Object Segmentation via Hierarchical Decoding and Example Mining

Author(s): Wang Liu, Xudong Kang, Puhong Duan, Zhuojun Xie, Xiaohui Wei, Shutao Li

Pages: 3071 - 3083

84) Self-Constructing Chebyshev Fuzzy Neural Complementary Sliding Mode Control and its Application

Author(s): Juntao Fei, Lei Zhang, Yunmei Fang

Pages: 3084 - 3097

85) CORE: CORrelation-Guided Feature Enhancement for Few-Shot Image Classification

Author(s): Jing Xu, Xinglin Pan, Jingquan Wang, Wenjie Pei, Qing Liao, Zenglin Xu

Pages: 3098 - 3110

86) MG-SIN: Multigraph Sparse Interaction Network for Multitask Stance Detection

Author(s): Heyan Chai, Jinhao Cui, Siyu Tang, Ye Ding, Xinwang Liu, Binxing Fang, Qing Liao

Pages: 3111 - 3125

87) Distributed Adaptive Flocking Control for Large-Scale Multiagent Systems

Author(s): Shawon Dey, Hao Xu

Pages: 3126 - 3135

88) Hypernetwork-Based Physics-Driven Personalized Federated Learning for CT Imaging

Author(s): Ziyuan Yang, Wenjun Xia, Zexin Lu, Yingyu Chen, Xiaoxiao Li, Yi Zhang

Pages: 3136 - 3150

89) Factorization Vision Transformer: Modeling Long-Range Dependency With Local Window Cost

Author(s): Haolin Qin, Daquan Zhou, Tingfa Xu, Ziyang Bian, Jianan Li

Pages: 3151 - 3164

90) Intralayer Synchronization and Interlayer Quasisynchronization in Multiplex Networks of Nonidentical Layers

Author(s): Yujuan Han, Wenlian Lu, Tianping Chen

Pages: 3165 - 3174

91) EM-Trans: Edge-Aware Multimodal Transformer for RGB-D Salient Object Detection

Author(s): Geng Chen, Qingyue Wang, Bo Dong, Ruitao Ma, Nian Liu, Huazhu Fu, Yong Xia

Pages: 3175 - 3188

92) Toward High-Accuracy and Low-Latency Spiking Neural Networks With Two-Stage Optimization

Author(s): Ziming Wang, Yuhao Zhang, Shuang Lian, Xiaoxin Cui, Rui Yan, Huajin Tang

Pages: 3189 - 3203

93) Federated Discriminative Representation Learning for Image Classification

Author(s): Yupei Zhang, Yifei Wang, Yuxin Li, Yunan Xu, Shuangshuang Wei, Shuhui Liu, Xuequn Shang

Pages: 3204 - 3217

94) Subgraph Propagation and Contrastive Calibration for Incomplete Multiview Data Clustering

Author(s): Zhibin Dong, Jiaqi Jin, Yuyang Xiao, Bin Xiao, Siwei Wang, Xinwang Liu, En Zhu

Pages: 3218 - 3230

95) A Unified and Biologically Plausible Relational Graph Representation of Vision Transformers

Author(s): Yuzhong Chen, Zhenxiang Xiao, Yu Du, Lin Zhao, Lu Zhang, Zihao Wu, Dajiang Zhu, Tuo Zhang, Dezhong Yao, Xintao Hu, Tianming Liu, Xi Jiang

Pages: 3231 - 3243

96) Revisiting Initializing Then Refining: An Incomplete and Missing Graph Imputation Network

Author(s): Wenxuan Tu, Bin Xiao, Xinwang Liu, Sihang Zhou, Zhiping Cai, Jieren Cheng

Pages: 3244 - 3257

97) DVSRNet: Deep Video Super-Resolution Based on Progressive Deformable Alignment and Temporal-Sparse Enhancement

Author(s): Qiang Zhu, Feiyu Chen, Shuyuan Zhu, Yu Liu, Xue Zhou, Ruiqin Xiong, Bing Zeng

Pages: 3258 - 3272

98) Active Learning for Handling Missing Data

Author(s): Alaa Tharwat, Wolfram Schenck

Pages: 3273 - 3287

99) eVAE: Evolutionary Variational Autoencoder

Author(s): Zhangkai Wu, Longbing Cao, Lei Qi

Pages: 3288 - 3299

100) Tuned Compositional Feature Replays for Efficient Stream Learning

Author(s): Morgan B. Talbot, Rushikesh Zawar, Rohil Badkundri, Mengmi Zhang, Gabriel Kreiman

Pages: 3300 - 3314

101) PAFormer: Anomaly Detection of Time Series With Parallel-Attention Transformer

Author(s): Ningning Bai, Xiaofeng Wang, Ruidong Han, Qin Wang, Zinian Liu

Pages: 3315 - 3328

102) Attentive Learning Facilitates Generalization of Neural Networks

Author(s): Shiye Lei, Fengxiang He, Haowen Chen, Dacheng Tao

Pages: 3329 - 3342

103) DSFedCon: Dynamic Sparse Federated Contrastive Learning for Data-Driven Intelligent Systems

Author(s): Zhengming Li, Jiahui Chen, Peifeng Zhang, Huiwu Huang, Guanbin Li

Pages: 3343 - 3355

104) Semantic Consistency Reasoning for 3-D Object Detection in Point Clouds

Author(s): Wenwen Wei, Ping Wei, Zhimin Liao, Jialu Qin, Xiang Cheng, Meiqin Liu, Nanning Zheng

Pages: 3356 - 3369

105) DiffStyler: Controllable Dual Diffusion for Text-Driven Image Stylization

Author(s): Nisha Huang, Yuxin Zhang, Fan Tang, Chongyang Ma, Haibin Huang, Weiming Dong, Changsheng Xu

Pages: 3370 - 3383

106) LR Aerial Photo Categorization by Cross-Resolution Perceptual Knowledge Propagation

Author(s): Yi Li, Luming Zhang, Lin Shao

Pages: 3384 - 3395

107) Robust Decoding of Rich Dynamical Visual Scenes With Retinal Spikes

Author(s): Zhaofei Yu, Tong Bu, Yijun Zhang, Shanshan Jia, Tiejun Huang, Jian K. Liu

Pages: 3396 - 3409

108) MCMC: Multi-Constrained Model Compression via One-Stage Envelope Reinforcement Learning

Author(s): Siqi Li, Jun Chen, Shanqi Liu, Chengrui Zhu, Guanzhong Tian, Yong Liu

Pages: 3410 - 3422

109) Convex Dual Theory Analysis of Two-Layer Convolutional Neural Networks With Soft-Thresholding

Author(s): Chunyan Xiong, Chaoxing Zhang, Mengli Lu, Xiaotong Yu, Jian Cao, Zhong Chen, Di Guo, Xiaobo Qu

Pages: 3423 - 3435

110) Boosting Convolutional Neural Networks With Middle Spectrum Grouped Convolution

Author(s): Zhuo Su, Jiehua Zhang, Tianpeng Liu, Zhen Liu, Shuanghui Zhang, Matti Pietikäinen, Li Liu

Pages: 3436 - 3449

111) Imbalance Mitigation for Continual Learning via Knowledge Decoupling and Dual Enhanced Contrastive Learning

Author(s): Zhong Ji, Zhanyu Jiao, Qiang Wang, Yanwei Pang, Jungong Han

Pages: 3450 - 3463

112) Multilevel Contrastive Graph Masked Autoencoders for Unsupervised Graph-Structure Learning

Author(s): Sichao Fu, Qinmu Peng, Yang He, Xiaorui Wang, Bin Zou, Duanquan Xu, Xiao-Yuan Jing, Xinge You

Pages: 3464 - 3478

113) Synergetic Learning Neuro-Control for Unknown Affine Nonlinear Systems With Asymptotic Stability Guarantees

Author(s): Liao Zhu, Qinglai Wei, Ping Guo

Pages: 3479 - 3489

114) Parallel Solution of Nonlinear Projection Equations in a Multitask Learning Framework

Author(s): Dawen Wu, Abdel Lisser

Pages: 3490 - 3503

115) An Off-Policy Reinforcement Learning-Based Adaptive Optimization Method for Dynamic Resource Allocation Problem

Author(s): Baiyang He, Ying Meng, Lixin Tang

Pages: 3504 - 3518

116) Redundancy is Not What You Need: An Embedding Fusion Graph Auto-Encoder for Self-Supervised Graph Representation Learning

Author(s): Mengran Li, Yong Zhang, Shaofan Wang, Yongli Hu, Baocai Yin

Pages: 3519 - 3533

117) Novel Snap-Layer MMPC Scheme via Neural Dynamics Equivalency and Solver for Redundant Robot Arms With Five-Layer Physical Limits

Author(s): Zanyu Tang, Yunong Zhang, Liangjie Ming

Pages: 3534 - 3546

118) Self-Supervised Lie Algebra Representation Learning via Optimal Canonical Metric

Author(s): Xiaohan Yu, Zicheng Pan, Yang Zhao, Yongsheng Gao

Pages: 3547 - 3558

119) Knowledge Distillation Guided Interpretable Brain Subgraph Neural Networks for Brain Disorder Exploration

Author(s): Xuexiong Luo, Jia Wu, Jian Yang, Hongyang Chen, Zhao Li, Hao Peng, Chuan Zhou

Pages: 3559 - 3572

120) Finite-Time Adaptive Dynamic Programming for Affine-Form Nonlinear Systems

Author(s): Longjie Zhang, Yong Chen

Pages: 3573 - 3586

121) SARF: Aliasing Relation–Assisted Self-Supervised Learning for Few-Shot Relation Reasoning

Author(s): Lingyuan Meng, Ke Liang, Bin Xiao, Sihang Zhou, Yue Liu, Meng Liu, Xihong Yang, Xinwang Liu, Jinyan Li

Pages: 3587 - 3597

122) Fractional Tensor Recurrent Unit (fTRU): A Stable Forecasting Model With Long Memory

Author(s): Hejia Qiu, Chao Li, Ying Weng, Zhun Sun, Qibin Zhao

Pages: 3598 - 3607

123) Synchronization in Coupled Neural Networks With Hybrid Delayed Impulses: Average Impulsive Delay-Gain Method

Author(s): Kangping Gao, Jianquan Lu, Wei Xing Zheng, Xiangyong Chen

Pages: 3608 - 3617

124) Memristor-Based Neural Network Circuit of Associative Memory With Overshadowing and Emotion Congruent Effect

Author(s): Junwei Sun, Yu Zhai, Peng Liu, Yanfeng Wang

Pages: 3618 - 3630

125) GT-HAD: Gated Transformer for Hyperspectral Anomaly Detection

Author(s): Jie Lian, Lizhi Wang, He Sun, Hua Huang

Pages: 3631 - 3645

126) Deep Multiview Clustering by Pseudo-Label Guided Contrastive Learning and Dual Correlation Learning

Author(s): Shizhe Hu, Chengkun Zhang, Guoliang Zou, Zhengzheng Lou, Yangdong Ye

Pages: 3646 - 3658

127) Efficient Predefined-Time Adaptive Neural Networks for Computing Time-Varying Tensor Moore–Penrose Inverse

Author(s): Zhaohui Qi, Yingqiang Ning, Lin Xiao, Zidong Wang, Yongjun He

Pages: 3659 - 3670

128) Joint State and Unknown Input Estimation for a Class of Artificial Neural Networks With Sensor Resolution: An Encoding–Decoding Mechanism

Author(s): Yuxuan Shen, Zidong Wang, Hongli Dong, Hongjian Liu, Xiaohui Liu

Pages: 3671 - 3681

129) Convergence-Rate-Based Event-Triggered Mechanisms for Quasi-Synchronization of Delayed Nonlinear Systems on Time Scales

Author(s): Peng Wan, Zhigang Zeng

Pages: 3682 - 3692

130) Controllability of N-Duplication Corona Product Networks With Laplacian Dynamics

Author(s): Bo Liu, Xuan Li, Junjie Huang, Housheng Su

Pages: 3693 - 3707

131) Anchor Graph Network for Incomplete Multiview Clustering

Author(s): Yulu Fu, Yuting Li, Qiong Huang, Jinrong Cui, Jie Wen

Pages: 3708 - 3719

132) A Lightweight Group Transformer-Based Time Series Reduction Network for Edge Intelligence and Its Application in Industrial RUL Prediction

Author(s): Lei Ren, Haiteng Wang, Tingyu Mo, Laurence T. Yang

Pages: 3720 - 3729

133) Cognition-Driven Structural Prior for Instance-Dependent Label Transition Matrix Estimation

Author(s): Ruiheng Zhang, Zhe Cao, Shuo Yang, Lingyu Si, Haoyang Sun, Lixin Xu, Fuchun Sun

Pages: 3730 - 3743

134) EaLDL: Element-Aware Lifelong Dictionary Learning for Multimode Process Monitoring

Author(s): Keke Huang, Hengxing Zhu, Dehao Wu, Chunhua Yang, Weihua Gui

Pages: 3744 - 3757

135) Partial Multilabel Learning Using Noise-Tolerant Broad Learning System With Label Enhancement and Dimensionality Reduction

Author(s): Wenbin Qian, Yanqiang Tu, Jintao Huang, Wenhao Shu, Yiu-Ming Cheung

Pages: 3758 - 3772

136) Fault-Tolerant Attitude Tracking Control Driven by Spiking NNs for Unmanned Aerial Vehicles

Author(s): Wei Yu, Ning Yang, Zhijiong Wang, Hung Chun Li, Anguo Zhang, Chaoxu Mu, Sio Hang Pun

Pages: 3773 - 3785

137) Label Distribution Learning by Partitioning Label Distribution Manifold

Author(s): Jing Wang, Jianhui Lv, Xin Geng

Pages: 3786 - 3796

138) Anchor-Sharing and Cluster-Wise Contrastive Network for Multiview Representation Learning

Author(s): Weiqing Yan, Yuanyang Zhang, Chang Tang, Wujie Zhou, Weisi Lin

Pages: 3797 - 3807

139) Shielded Planning Guided Data-Efficient and Safe Reinforcement Learning

Author(s): Hao Wang, Jiahu Qin, Zhen Kan

Pages: 3808 - 3819

140) Adaptive Sparse Memory Networks for Efficient and Robust Video Object Segmentation

Author(s): Jisheng Dang, Huicheng Zheng, Xiaohao Xu, Longguang Wang, Qingyong Hu, Yulan Guo

Pages: 3820 - 3833

141) Sign-Based Gradient Descent With Heterogeneous Data: Convergence and Byzantine Resilience

Author(s): Richeng Jin, Yuding Liu, Yufan Huang, Xiaofan He, Tianfu Wu, Huaiyu Dai

Pages: 3834 - 3846

142) An End-to-End Deep Graph Clustering via Online Mutual Learning

Author(s): Ziheng Jiao, Xuelong Li

Pages: 3847 - 3854

143) On the Size and Width of the Decoder of a Boolean Threshold Autoencoder

Author(s): Tatsuya Akutsu, Avraham A. Melkman

Pages: 3855 - 3862

144) Learning Cross-Domain Features With Dual-Path Signal Transformer

Author(s): Lei Zhai, Yitong Li, Zhixi Feng, Shuyuan Yang, Hao Tan

Pages: 3863 - 3869

145) Data-Driven Safe Policy Optimization for Black-Box Dynamical Systems With Temporal Logic Specifications

Author(s): Chenlin Zhang, Shijun Lin, Hao Wang, Ziyang Chen, Shaochen Wang, Zhen Kan

Pages: 3870 - 3877

146) Convergence Analysis on Trace Ratio Linear Discriminant Analysis Algorithms

Author(s): Qiaolin Ye, Jie Yang, Hao Zheng, Liyong Fu

Pages: 3878 - 3881

IEEE Transactions on Neural Networks and Learning Systems, Volume 36, Issue 1, January 2025

1) Guest Editorial: Special Issue on Trustworthy Federated Learning

Author(s): Qiang Yang, Han Yu, Sin G. Teo, Bo Li, Guodong Long, Chao Jin, Lixin Fan, Yang Liu, Le Zhang

Pages: 5 - 5

2) A Survey on Federated Recommendation Systems

Author(s): Zehua Sun, Yonghui Xu, Yong Liu, Wei He, Lanju Kong, Fangzhao Wu, Yali Jiang, Lizhen Cui

Pages: 6 - 20

3) Generative Image Reconstruction From Gradients

Author(s): Ekanut Sotthiwat, Liangli Zhen, Chi Zhang, Zengxiang Li, Rick Siow Mong Goh

Pages: 21 - 31

4) PrivFR: Privacy-Enhanced Federated Recommendation With Shared Hash Embedding

Author(s): Honglei Zhang, Xin Zhou, Zhiqi Shen, Yidong Li

Pages: 32 - 46

5) Multicenter Hierarchical Federated Learning With Fault-Tolerance Mechanisms for Resilient Edge Computing Networks

Author(s): Xiaohong Chen, Guanying Xu, Xuesong Xu, Haichong Jiang, Zhiping Tian, Tao Ma

Pages: 47 - 61

6) Robust Federated Learning: Maximum Correntropy Aggregation Against Byzantine Attacks

Author(s): Zhirong Luan, Wenrui Li, Meiqin Liu, Badong Chen

Pages: 62 - 75

7) Improving Global Generalization and Local Personalization for Federated Learning

Author(s): Lei Meng, Zhuang Qi, Lei Wu, Xiaoyu Du, Zhaochuan Li, Lizhen Cui, Xiangxu Meng

Pages: 76 - 87

8) Improving Generalization and Personalization in Model-Heterogeneous Federated Learning

Author(s): Xiongtao Zhang, Ji Wang, Weidong Bao, Yaohong Zhang, Xiaomin Zhu, Hao Peng, Xiang Zhao

Pages: 88 - 101

9) Auditable and Verifiable Federated Learning Based on Blockchain-Enabled Decentralization

Author(s): Aditya Pribadi Kalapaaking, Ibrahim Khalil, Xun Yi, Kwok-Yan Lam, Guang-Bin Huang, Ning Wang

Pages: 102 - 115

10) Leverage Variational Graph Representation for Model Poisoning on Federated Learning

Author(s): Kai Li, Xin Yuan, Jingjing Zheng, Wei Ni, Falko Dressler, Abbas Jamalipour

Pages: 116 - 128

11) Guest Editorial: Special Issue on Deep Learning for Intelligent Media Computing and Applications

Author(s): Hamido Fujita, Bo Li, Yiyu Yao, Xinbo Gao, Maoguo Gong, Ivan Lee, Martin Ester, Xin Wang

Pages: 129 - 131

12) CoT: Contourlet Transformer for Hierarchical Semantic Segmentation

Author(s): Yilin Shao, Long Sun, Licheng Jiao, Xu Liu, Fang Liu, Lingling Li, Shuyuan Yang

Pages: 132 - 146

13) Contrastive Registration for Unsupervised Medical Image Segmentation

Author(s): Lihao Liu, Angelica I. Aviles-Rivero, Carola-Bibiane Schönlieb

Pages: 147 - 159

14) STFuse: Infrared and Visible Image Fusion via Semisupervised Transfer Learning

Author(s): Xue Wang, Zheng Guan, Wenhua Qian, Jinde Cao, Chengchao Wang, Runzhuo Ma

Pages: 160 - 173

15) Non-Intrusive Speech Quality Assessment Based on Deep Neural Networks for Speech Communication

Author(s): Miao Liu, Jing Wang, Fei Wang, Fei Xiang, Jingdong Chen

Pages: 174 - 187

16) DSTCNet: Deep Spectro-Temporal-Channel Attention Network for Speech Emotion Recognition

Author(s): Lili Guo, Shifei Ding, Longbiao Wang, Jianwu Dang

Pages: 188 - 197

17) Seeking a Hierarchical Prototype for Multimodal Gesture Recognition

Author(s): Yunan Li, Tianyu Qi, Zhuoqi Ma, Dou Quan, Qiguang Miao

Pages: 198 - 209

18) Deep-Growing Neural Network With Manifold Constraints for Hyperspectral Image Classification

Author(s): Jiao Shi, Tiancheng Wu, A. K. Qin, Tao Shao, Yu Lei, Gwanggil Jeon

Pages: 210 - 221

19) Weakening the Dominant Role of Text: CMOSI Dataset and Multimodal Semantic Enhancement Network

Author(s): Cong Jin, Cong Luo, Ming Yan, Guangzhe Zhao, Guixuan Zhang, Shuwu Zhang

Pages: 222 - 236

20) Semi-Supervised Detection Model Based on Adaptive Ensemble Learning for Medical Images

Author(s): Jingchen Li, Haobin Shi, Wenbai Chen, Naijun Liu, Kao-Shing Hwang

Pages: 237 - 248

21) A Novel Public Sentiment Analysis Method Based on an Isomerism Learning Model via Multiphase Processing

Author(s): Zhihao Hao, Guancheng Wang, Bob Zhang, Zhuowen Feng, Haisheng Li, Fahui Chong, Yan Pan, Wei Li

Pages: 249 - 259

22) Three-Stage Semisupervised Cross-Modal Hashing With Pairwise Relations Exploitation

Author(s): Wentao Fan, Chao Zhang, Huaxiong Li, Xiuyi Jia, Guoyin Wang

Pages: 260 - 273

23) Progressive Decision Boundary Shifting for Unsupervised Domain Adaptation

Author(s): Liang Li, Tongyu Lu, Yaoqi Sun, Yuhan Gao, Chenggang Yan, Zhenghui Hu, Qingming Huang

Pages: 274 - 285

24) GenURL: A General Framework for Unsupervised Representation Learning

Author(s): Siyuan Li, Zicheng Liu, Zelin Zang, Di Wu, Zhiyuan Chen, Stan Z. Li

Pages: 286 - 298

25) Deep Rank-Consistent Pyramid Model for Enhanced Crowd Counting

Author(s): Jiaqi Gao, Zhizhong Huang, Yiming Lei, Hongming Shan, James Z. Wang, Fei-Yue Wang, Junping Zhang

Pages: 299 - 312

26) Collaborative Target Search With a Visual Drone Swarm: An Adaptive Curriculum Embedded Multistage Reinforcement Learning Approach

Author(s): Jiaping Xiao, Phumrapee Pisutsin, Mir Feroskhan

Pages: 313 - 327

27) Improving Image Contrastive Clustering Through Self-Learning Pairwise Constraints

Author(s): Yecheng Guo, Liang Bai, Xian Yang, Jiye Liang

Pages: 328 - 340

28) Enabling Visual Object Detection With Object Sounds via Visual Modality Recalling Memory

Author(s): Jung Uk Kim, Yong Man Ro

Pages: 341 - 353

29) IronForge: An Open, Secure, Fair, Decentralized Federated Learning

Author(s): Guangsheng Yu, Xu Wang, Caijun Sun, Qin Wang, Ping Yu, Wei Ni, Ren Ping Liu

Pages: 354 - 368

30) Foregroundness-Aware Task Disentanglement and Self-Paced Curriculum Learning for Domain Adaptive Object Detection

Author(s): Yabo Liu, Jinghua Wang, Linhui Xiao, Chengliang Liu, Zhihao Wu, Yong Xu

Pages: 369 - 380

31) Real-Time Semantic Segmentation via a Densely Aggregated Bilateral Network

Author(s): Shu Yang, Lu Zhang, Shuai Liu, Huchuan Lu, Hao Chen

Pages: 381 - 392

32) Incremental Incomplete Concept-Cognitive Learning Model: A Stochastic Strategy

Author(s): Zhiming Liu, Jinhai Li, Xiao Zhang, Xi-Zhao Wang

Pages: 393 - 406

33) Differential Neural Network Identifier for Dynamical Systems With Time-Varying State Constraints

Author(s): Ilya Nachevsky, Olga Andrianova, Isaac Chairez, Alexander Poznyak

Pages: 407 - 418

34) Deep Reinforcement Learning With Explicit Context Representation

Author(s): Francisco Munguia-Galeano, Ah-Hwee Tan, Ze Ji

Pages: 419 - 432

35) Learnable Graph Convolutional Network With Semisupervised Graph Information Bottleneck

Author(s): Luying Zhong, Zhaoliang Chen, Zhihao Wu, Shide Du, Zheyi Chen, Shiping Wang

Pages: 433 - 446

36) Phy-Taylor: Partially Physics-Knowledge-Enhanced Deep Neural Networks via NN Editing

Author(s): Yanbing Mao, Yuliang Gu, Lui Sha, Huajie Shao, Qixin Wang, Tarek Abdelzaher

Pages: 447 - 461

37) Differential Game-Based Deep Reinforcement Learning in Underwater Target Hunting Task

Author(s): Wei Wei, Jingjing Wang, Jun Du, Zhengru Fang, Yong Ren, C. L. Philip Chen

Pages: 462 - 474

38) Relative Entropy Regularized Sample-Efficient Reinforcement Learning With Continuous Actions

Author(s): Zhiwei Shang, Renxing Li, Chunhua Zheng, Huiyun Li, Yunduan Cui

Pages: 475 - 485

39) Distributed Neurodynamic Models for Solving a Class of System of Nonlinear Equations

Author(s): Xin Han, Xing He, Xingxing Ju, Hangjun Che, Tingwen Huang

Pages: 486 - 497

40) Combining Optimal Path Search With Task-Dependent Learning in a Neural Network

Author(s): Tomas Kulvicius, Minija Tamosiunaite, Florentin Wörgötter

Pages: 498 - 509

41) Robust Learning-Based Control for Uncertain Nonlinear Systems With Validation on a Soft Robot

Author(s): Minghao Han, Kiwan Wong, Jacob Euler-Rolle, Lixian Zhang, Robert K. Katzschmann

Pages: 510 - 524

42) Online Sparse Representation Clustering for Evolving Data Streams

Author(s): Jie Chen, Shengxiang Yang, Conor Fahy, Zhu Wang, Yinan Guo, Yingke Chen

Pages: 525 - 539

43) Multivariate Time Series Forecasting Using Multiscale Recurrent Networks With Scale Attention and Cross-Scale Guidance

Author(s): Qiang Guo, Lexin Fang, Ren Wang, Caiming Zhang

Pages: 540 - 554

44) Direction-Coded Temporal U-Shape Module for Multiframe Infrared Small Target Detection

Author(s): Ruojing Li, Wei An, Chao Xiao, Boyang Li, Yingqian Wang, Miao Li, Yulan Guo

Pages: 555 - 568

45) Multiple Mittag–Leffler Stability of Almost Periodic Solutions for Fractional-Order Delayed Neural Networks: Distributed Optimization Approach

Author(s): Chenxi Song, Sitian Qin, Zhigang Zeng

Pages: 569 - 581

46) Improving the Timing Resolution of Positron Emission Tomography Detectors Using Boosted Learning—A Residual Physics Approach

Author(s): Stephan Naunheim, Yannick Kuhl, David Schug, Volkmar Schulz, Florian Mueller

Pages: 582 - 594

47) Learning to Aggregate Multi-Scale Context for Instance Segmentation in Remote Sensing Images

Author(s): Ye Liu, Huifang Li, Chao Hu, Shuang Luo, Yan Luo, Chang Wen Chen

Pages: 595 - 609

48) ProtoCLIP: Prototypical Contrastive Language Image Pretraining

Author(s): Delong Chen, Zhao Wu, Fan Liu, Zaiquan Yang, Shaoqiu Zheng, Ying Tan, Erjin Zhou

Pages: 610 - 624

49) ActionCLIP: Adapting Language-Image Pretrained Models for Video Action Recognition

Author(s): Mengmeng Wang, Jiazheng Xing, Jianbiao Mei, Yong Liu, Yunliang Jiang

Pages: 625 - 637

50) A Novel Sequence-to-Sequence-Based Deep Learning Model for Multistep Load Forecasting

Author(s): Renzhi Lu, Ruichang Bai, Ruidong Li, Lijun Zhu, Mingyang Sun, Feng Xiao, Dong Wang, Huaming Wu, Yuemin Ding

Pages: 638 - 652

51) Learning Self-Corrective Network via Adaptive Self-Labeling and Dynamic NMS for High-Performance Long-Term Tracking

Author(s): Zhibin Zhang, Wanli Xue, Kaihua Zhang, Bo Liu, Chengwei Zhang, Jingen Liu, Shengyong Chen

Pages: 653 - 664

52) Graph Soft Actor–Critic Reinforcement Learning for Large-Scale Distributed Multirobot Coordination

Author(s): Yifan Hu, Junjie Fu, Guanghui Wen

Pages: 665 - 676

53) Random Online Hashing for Cross-Modal Retrieval

Author(s): Kaihang Jiang, Wai Keung Wong, Xiaozhao Fang, Jiaxing Li, Jianyang Qin, Shengli Xie

Pages: 677 - 691

54) Spectral Cross-Domain Neural Network With Soft-Adaptive Threshold Spectral Enhancement

Author(s): Che Liu, Sibo Cheng, Weiping Ding, Rossella Arcucci

Pages: 692 - 703

55) Leveraging Predictions of Task-Related Latents for Interactive Visual Navigation

Author(s): Jiwei Shen, Liang Yuan, Yue Lu, Shujing Lyu

Pages: 704 - 717

56) Data-Driven Internal Model Learning Control for Nonlinear Systems

Author(s): Huimin Zhang, Ronghu Chi, Biao Huang

Pages: 718 - 728

57) Spatiotemporal Transformation-Based Neural Network With Interpretable Structure for Modeling Distributed Parameter Systems

Author(s): Peng Wei, Han-Xiong Li

Pages: 729 - 737

58) Stability Analysis of Fractional Bidirectional Associative Memory Neural Networks With Multiple Proportional Delays and Distributed Delays

Author(s): Xiaomeng Gao, Yajing Li, Xinyi Liu, Yinlin Ye, Hongtao Fan

Pages: 738 - 752

59) Local–Global Correlation Fusion-Based Graph Neural Network for Remaining Useful Life Prediction

Author(s): Yucheng Wang, Min Wu, Ruibing Jin, Xiaoli Li, Lihua Xie, Zhenghua Chen

Pages: 753 - 766

60) Teacher–Explorer–Student Learning: A Novel Learning Method for Open Set Recognition

Author(s): Jaeyeon Jang, Chang Ouk Kim

Pages: 767 - 780

61) NN2Poly: A Polynomial Representation for Deep Feed-Forward Artificial Neural Networks

Author(s): Pablo Morala, Jenny Alexandra Cifuentes, Rosa E. Lillo, Iñaki Ucar

Pages: 781 - 795

62) Lifelong-MonoDepth: Lifelong Learning for Multidomain Monocular Metric Depth Estimation

Author(s): Junjie Hu, Chenyou Fan, Liguang Zhou, Qing Gao, Honghai Liu, Tin Lun Lam

Pages: 796 - 806

63) Efficient Hybrid Training Method for Neuromorphic Hardware Using Analog Nonvolatile Memory

Dongseok Kwon, Sung Yun Woo, Joon Hwang, Hyeongsu Kim, Jong-Ho Bae, Wonjun Shin, Byung-Author(s): Gook Park, Jong-Ho Lee

Pages: 807 - 819

64) Horizontal Federated Density Peaks Clustering

Author(s): Shifei Ding, Chao Li, Xiao Xu, Lili Guo, Ling Ding, Xindong Wu

Pages: 820 - 829

65) CVaR-Constrained Policy Optimization for Safe Reinforcement Learning

Author(s): Qiyuan Zhang, Shu Leng, Xiaoteng Ma, Qihan Liu, Xueqian Wang, Bin Liang, Yu Liu, Jun Yang

Pages: 830 - 841

66) An Information-Assisted Deep Reinforcement Learning Path Planning Scheme for Dynamic and Unknown Underwater Environment

Author(s): Meng Xi, Jiachen Yang, Jiabao Wen, Zhengjian Li, Wen Lu, Xinbo Gao

Pages: 842 - 853

67) Optimal Control for Constrained Discrete-Time Nonlinear Systems Based on Safe Reinforcement Learning

Author(s): Lingzhi Zhang, Lei Xie, Yi Jiang, Zhishan Li, Xueqin Liu, Hongye Su

Pages: 854 - 865

68) Event-Driven Video Restoration With Spiking-Convolutional Architecture

Author(s): Chengzhi Cao, Xueyang Fu, Yurui Zhu, Zhijing Sun, Zheng-Jun Zha

Pages: 866 - 880

69) Situation-Based Neuromorphic Memory in Spiking Neuron-Astrocyte Network

Author(s): Susanna Gordleeva, Yuliya A. Tsybina, Mikhail I. Krivonosov, Ivan Y. Tyukin, Victor B. Kazantsev, Alexey Zaikin, Alexander N. Gorban

Pages: 881 - 895

70) Robust Approximate Dynamic Programming for Nonlinear Systems With Both Model Error and External Disturbance

Author(s): Jie Li, Ryozo Nagamune, Yuhang Zhang, Shengbo Eben Li

Pages: 896 - 910

71) Self-Organizing Robust Fuzzy Neural Network for Nonlinear System Modeling

Author(s): Honggui Han, Jiaqian Wang, Zheng Liu, Hongyan Yang, Junfei Qiao

Pages: 911 - 923

72) Anchor-Enhanced Geographical Entity Representation Learning

Author(s): Renyao Chen, Junye Lei, Hong Yao, Tailong Li, Shengwen Li

Pages: 924 - 938

73) Knowledge Distillation Meets Label Noise Learning: Ambiguity-Guided Mutual Label Refinery

Author(s): Runqing Jiang, Yan Yan, Jing-Hao Xue, Si Chen, Nannan Wang, Hanzi Wang

Pages: 939 - 952

74) Fast and Reliable Score-Based Generative Model for Parallel MRI

Author(s): Ruizhi Hou, Fang Li, Tieyong Zeng

Pages: 953 - 966

75) Point Cloud Registration-Driven Robust Feature Matching for 3-D Siamese Object Tracking

Author(s): Haobo Jiang, Kaihao Lan, Le Hui, Guangyu Li, Jin Xie, Shangbing Gao, Jian Yang

Pages: 967 - 977

76) Distance-Aware Learning for Inductive Link Prediction on Temporal Networks

Author(s): Zhiqiang Pan, Fei Cai, Xinwang Liu, Honghui Chen

Pages: 978 - 990

77) Large Scale Time-Series Representation Learning via Simultaneous Low- and High-Frequency Feature Bootstrapping

Author(s): Vandan Gorade, Azad Singh, Deepak Mishra

Pages: 991 - 1002

78) Communication-Efficient Nonconvex Federated Learning With Error Feedback for Uplink and Downlink

Author(s): Xingcai Zhou, Le Chang, Jinde Cao

Pages: 1003 - 1014

79) A Low-Latency DNN Accelerator Enabled by DFT-Based Convolution Execution Within Crossbar Arrays

Author(s): Hasita Veluri, Umesh Chand, Chun-Kuei Chen, Aaron Voon-Yew Thean

Pages: 1015 - 1028

80) Resource-Constrained Multisource Instance-Based Transfer Learning

Author(s): Mohammad Askarizadeh, Alireza Morsali, Kim Khoa Nguyen

Pages: 1029 - 1043

81) Plug-and-Play Model-Agnostic Counterfactual Policy Synthesis for Deep Reinforcement Learning-Based Recommendation

Author(s): Siyu Wang, Xiaocong Chen, Julian McAuley, Sally Cripps, Lina Yao

Pages: 1044 - 1055

82) Adaptive Drive-Response Synchronization of Timescale-Type Neural Networks With Unbounded Time-Varying Delays

Author(s): Peng Wan, Yufeng Zhou, Zhigang Zeng

Pages: 1056 - 1068

83) Multiscale Information Diffusion Prediction With Minimal Substitution Neural Network

Author(s): Ranran Wang, Xing Xu, Yin Zhang

Pages: 1069 - 1080

84) Dual-Correction–Adaptation Network for Noisy Knowledge Transfer

Author(s): Yunyun Wang, Weiwen Zheng, Qinghao Li, Songcan Chen

Pages: 1081 - 1091

85) Visual Commonsense-Aware Representation Network for Video Captioning

Author(s): Pengpeng Zeng, Haonan Zhang, Lianli Gao, Xiangpeng Li, Jin Qian, Heng Tao Shen

Pages: 1092 - 1103

86) MGRW-Transformer: Multigranularity Random Walk Transformer Model for Interpretable Learning

Author(s): Weiping Ding, Yu Geng, Jiashuang Huang, Hengrong Ju, Haipeng Wang, Chin-Teng Lin

Pages: 1104 - 1118

87) Road Network-Guided Fine-Grained Urban Traffic Flow Inference

Author(s): Lingbo Liu, Mengmeng Liu, Guanbin Li, Ziyi Wu, Junfan Lin, Liang Lin

Pages: 1119 - 1132

88) Graph-Based Multicentroid Nonnegative Matrix Factorization

Author(s): Chuan Ma, Yingwei Zhang, Chun-Yi Su

Pages: 1133 - 1144

89) Inherently Interpretable Physics-Informed Neural Network for Battery Modeling and Prognosis

Author(s): Fujin Wang, Quanquan Zhi, Zhibin Zhao, Zhi Zhai, Yingkai Liu, Huan Xi, Shibin Wang, Xuefeng Chen

Pages: 1145 - 1159

90) Domain Adaptation via Prompt Learning

Author(s): Chunjiang Ge, Rui Huang, Mixue Xie, Zihang Lai, Shiji Song, Shuang Li, Gao Huang

Pages: 1160 - 1170

91) MR-Transformer: Multiresolution Transformer for Multivariate Time Series Prediction

Author(s): Siying Zhu, Jiawei Zheng, Qianli Ma

Pages: 1171 - 1183

92) Data-Driven Optimal Tracking Control for Discrete-Time Nonlinear Systems With Unknown Dynamics Using Deterministic ADP

Author(s): Shijie Song, Dawei Gong, Minglei Zhu, Yuyang Zhao, Cong Huang

Pages: 1184 - 1198

93) Representation of Imprecision in Deep Neural Networks for Image Classification

Author(s): Zuowei Zhang, Zhunga Liu, Liangbo Ning, Arnaud Martin, Jiexuan Xiong

Pages: 1199 - 1212

94) Multistability of State-Dependent Switched Fractional-Order Hopfield Neural Networks With Mexican-Hat Activation Function and Its Application in Associative Memories

Author(s): Boqiang Cao, Xiaobing Nie, Wei Xing Zheng, Jinde Cao

Pages: 1213 - 1227

95) On Expressivity and Trainability of Quadratic Networks

Author(s): Feng-Lei Fan, Mengzhou Li, Fei Wang, Rongjie Lai, Ge Wang

Pages: 1228 - 1242

96) A Semantic-Aware Attention and Visual Shielding Network for Cloth-Changing Person Re-Identification

Author(s): Zan Gao, Hongwei Wei, Weili Guan, Jie Nie, Meng Wang, Shengyong Chen

Pages: 1243 - 1257

97) Enhanced Scalable Graph Neural Network via Knowledge Distillation

Author(s): Chengyuan Mai, Yaomin Chang, Chuan Chen, Zibin Zheng

Pages: 1258 - 1271

98) EASpace: Enhanced Action Space for Policy Transfer

Author(s): Zheng Zhang, Qingrui Zhang, Bo Zhu, Xiaohan Wang, Tianjiang Hu

Pages: 1272 - 1286

99) SSAT++: A Semantic-Aware and Versatile Makeup Transfer Network With Local Color Consistency Constraint

Author(s): Zhaoyang Sun, Yaxiong Chen, Shengwu Xiong

Pages: 1287 - 1301

100) Hierarchical Set-to-Set Representation for 3-D Cross-Modal Retrieval

Author(s): Yu Jiang, Cong Hua, Yifan Feng, Yue Gao

Pages: 1302 - 1314

101) Deep Learning Model Compression With Rank Reduction in Tensor Decomposition

Author(s): Wei Dai, Jicong Fan, Yiming Miao, Kai Hwang

Pages: 1315 - 1328

102) Drone’s Objective Inference Using Policy Error Inverse Reinforcement Learning

Author(s): Adolfo Perrusquía, Weisi Guo

Pages: 1329 - 1340

103) Clustering Enhanced Multiplex Graph Contrastive Representation Learning

Author(s): Ruiwen Yuan, Yongqiang Tang, Yajing Wu, Wensheng Zhang

Pages: 1341 - 1355

104) Discovering Mathematical Expressions Through DeepSymNet: A Classification-Based Symbolic Regression Framework

Author(s): Min Wu, Weijun Li, Lina Yu, Linjun Sun, Jingyi Liu, Wenqiang Li

Pages: 1356 - 1370

105) Unsupervised Domain Adaptation on Person Reidentification Via Dual-Level Asymmetric Mutual Learning

Author(s): Qiong Wu, Jiahan Li, Pingyang Dai, Qixiang Ye, Liujuan Cao, Yongjian Wu, Rongrong Ji

Pages: 1371 - 1382

106) Tunnel Prescribed Control of Nonlinear Systems With Unknown Control Directions

Author(s): Ruihang Ji, Dongyu Li, Shuzhi Sam Ge, Haizhou Li

Pages: 1383 - 1395

107) Gray Learning From Non-IID Data With Out-of-Distribution Samples

Author(s): Zhilin Zhao, Longbing Cao, Chang-Dong Wang

Pages: 1396 - 1409

108) Improving Adversarial Robustness Against Universal Patch Attacks Through Feature Norm Suppressing

Author(s): Cheng Yu, Jiansheng Chen, Yu Wang, Youze Xue, Huimin Ma

Pages: 1410 - 1424

109) Instance-Dependent Inaccurate Label Distribution Learning

Author(s): Zhiqiang Kou, Jing Wang, Yuheng Jia, Biao Liu, Xin Geng

Pages: 1425 - 1437

110) Sparse Low-Rank Multi-View Subspace Clustering With Consensus Anchors and Unified Bipartite Graph

Author(s): Shengju Yu, Suyuan Liu, Siwei Wang, Chang Tang, Zhigang Luo, Xinwang Liu, En Zhu

Pages: 1438 - 1452

111) Diffusion Source Inference for Large-Scale Complex Networks Based on Network Percolation

Author(s): Yang Liu, Xiaoqi Wang, Xi Wang, Zhen Wang, Jürgen Kurths

Pages: 1453 - 1466

112) Federated Learning for Data Trading Portfolio Allocation With Autonomous Economic Agents

Author(s): Lei Zhao, Lin Cai, Wu-Sheng Lu

Pages: 1467 - 1481

113) Relational Consistency Induced Self-Supervised Hashing for Image Retrieval

Author(s): Lu Jin, Zechao Li, Yonghua Pan, Jinhui Tang

Pages: 1482 - 1494

114) AEVAE: Adaptive Evolutionary Autoencoder for Anomaly Detection in Time Series

Author(s): Ali Jameel Hashim, M. A. Balafar, Jafar Tanha, Aryaz Baradarani

Pages: 1495 - 1506

115) A Deep Quality Monitoring Network for Quality-Related Incipient Faults

Author(s): Min Wang, Min Xie, Yanwen Wang, Maoyin Chen

Pages: 1507 - 1517

116) A Generalized Nesterov-Accelerated Second-Order Latent Factor Model for High-Dimensional and Incomplete Data

Author(s): Weiling Li, Renfang Wang, Xin Luo

Pages: 1518 - 1532

117) Understanding Deep Learning via Decision Boundary

Author(s): Shiye Lei, Fengxiang He, Yancheng Yuan, Dacheng Tao

Pages: 1533 - 1544

118) Adaptive Gait Feature Learning Using Mixed Gait Sequence

Author(s): Yifan Chen, Yang Zhao, Xuelong Li

Pages: 1545 - 1554

119) Feature Pyramid Fusion Network for Hyperspectral Pansharpening

Author(s): Wenqian Dong, Yihan Yang, Jiahui Qu, Yunsong Li, Yufei Yang, Xiuping Jia

Pages: 1555 - 1567

120) The Q-Fractionalism Reasoning Learning Method

Author(s): Mehran Mazandarani, Pan Jianfei

Pages: 1568 - 1582

121) Rigorous a Posteriori Error Bounds for PDE-Defined PINNs

Author(s): Birgit Hillebrecht, Benjamin Unger

Pages: 1583 - 1593

122) On the Role of Entropy-Based Loss for Learning Causal Structure With Continuous Optimization

Author(s): Weilin Chen, Jie Qiao, Ruichu Cai, Zhifeng Hao

Pages: 1594 - 1608

123) Semantic and Correlation Disentangled Graph Convolutions for Multilabel Image Recognition

Author(s): Shaofei Cai, Liang Li, Xinzhe Han, Shan Huang, Qi Tian, Qingming Huang

Pages: 1609 - 1621

124) Discriminative and Robust Autoencoders for Unsupervised Feature Selection

Author(s): Yunzhi Ling, Feiping Nie, Weizhong Yu, Xuelong Li

Pages: 1622 - 1636

125) Zonotope-Based Distributed Set-Membership Fusion Estimation for Artificial Neural Networks Under the Dynamic Event-Triggered Mechanism

Author(s): Zhongyi Zhao, Zidong Wang, Lei Zou, Hongjian Liu, Weiguo Sheng

Pages: 1637 - 1650

126) Stochastic Optimization for Nonconvex Problem With Inexact Hessian Matrix, Gradient, and Function

Author(s): Liu Liu, Xuanqing Liu, Cho-Jui Hsieh, Dacheng Tao

Pages: 1651 - 1663

127) SAMCL: Subgraph-Aligned Multiview Contrastive Learning for Graph Anomaly Detection

Author(s): Jingtao Hu, Bin Xiao, Hu Jin, Jingcan Duan, Siwei Wang, Zhao Lv, Siqi Wang, Xinwang Liu, En Zhu

Pages: 1664 - 1676

128) Progressive Spatial Information-Guided Deep Aggregation Convolutional Network for Hyperspectral Spectral Super-Resolution

Author(s): Jiaojiao Li, Songcheng Du, Rui Song, Yunsong Li, Qian Du

Pages: 1677 - 1691

129) Why Batch Normalization Damage Federated Learning on Non-IID Data?

Author(s): Yanmeng Wang, Qingjiang Shi, Tsung-Hui Chang

Pages: 1692 - 1706

130) Two Novel Noise-Suppression Projection Neural Networks With Fixed-Time Convergence for Variational Inequalities and Applications

Author(s): Xinsong Yang, Xingxing Ju, Peng Shi, Guanghui Wen

Pages: 1707 - 1718

131) GBRS: A Unified Granular-Ball Learning Model of Pawlak Rough Set and Neighborhood Rough Set

Author(s): Shuyin Xia, Cheng Wang, Guoyin Wang, Xinbo Gao, Weiping Ding, Jianhang Yu, Yujia Zhai, Zizhong Chen

Pages: 1719 - 1733

132) Effective Surrogate Gradient Learning With High-Order Information Bottleneck for Spike-Based Machine Intelligence

Author(s): Shuangming Yang, Badong Chen

Pages: 1734 - 1748

133) Selective Contrastive Learning for Unpaired Multi-View Clustering

Author(s): Like Xin, Wanqi Yang, Lei Wang, Ming Yang

Pages: 1749 - 1763

134) Long Short-Term Memory-Based Twin Support Vector Regression for Probabilistic Load Forecasting

Author(s): Zichen Zhang, Yongquan Dong, Wei-Chiang Hong

Pages: 1764 - 1778

135) Optimal Convergence for Agnostic Kernel Learning With Random Features

Author(s): Jian Li, Yong Liu, Weiping Wang

Pages: 1779 - 1789

136) Hybrid-Input Convolutional Neural Network-Based Underwater Image Quality Assessment

Author(s): Wei Liu, Rongxin Cui, Yinglin Li, Shouxu Zhang

Pages: 1790 - 1798

137) Federated Noisy Client Learning

Author(s): Kahou Tam, Li Li, Bo Han, Chengzhong Xu, Huazhu Fu

Pages: 1799 - 1812

138) GLGAN-VC: A Guided Loss-Based Generative Adversarial Network for Many-to-Many Voice Conversion

Author(s): Sandipan Dhar, Nanda Dulal Jana, Swagatam Das

Pages: 1813 - 1826

139) Multimodal Continual Learning for Process Monitoring: A Novel Weighted Canonical Correlation Analysis With Attention Mechanism

Author(s): Jingxin Zhang, James Xiao, Maoyin Chen, Xia Hong

Pages: 1827 - 1841

140) MixedFusion: An Efficient Multimodal Data Fusion Framework for 3-D Object Detection and Tracking

Author(s): Cheng Zhang, Hai Wang, Long Chen, Yicheng Li, Yingfeng Cai

Pages: 1842 - 1856

141) Category-Level 6-D Object Pose Estimation With Shape Deformation for Robotic Grasp Detection

Author(s): Sheng Yu, Di-Hua Zhai, Yuyin Guan, Yuanqing Xia

Pages: 1857 - 1871

142) Dynamic Subcluster-Aware Network for Few-Shot Skin Disease Classification

Author(s): Shuhan Li, Xiaomeng Li, Xiaowei Xu, Kwang-Ting Cheng

Pages: 1872 - 1883

143) SemiHAR: Improving Semisupervised Human Activity Recognition via Multitask Learning

Author(s): Chixuan Wei, Zhihai Wang, Jidong Yuan, Xiaokang Wang, Haiyang Liu, Qiyang Zhao

Pages: 1884 - 1897

144) Improving Pretrained Language Model Fine-Tuning With Noise Stability Regularization

Author(s): Hang Hua, Xingjian Li, Dejing Dou, Cheng-Zhong Xu, Jiebo Luo

Pages: 1898 - 1910

145) Proposal Distribution Calibration for Few-Shot Object Detection

Author(s): Bohao Li, Chang Liu, Mengnan Shi, Xiaozhong Chen, Xiangyang Ji, Qixiang Ye

Pages: 1911 - 1918

146) Lite It Fly: An All-Deformable-Butterfly Network

Author(s): Rui Lin, Jason Chun Lok Li, Jiajun Zhou, Binxiao Huang, Jie Ran, Ngai Wong

Pages: 1919 - 1924

147) Multiagent-System-Based Attention Mechanism for Predicting Product Popularity: Handling Positive–Negative Diffusion Over Social Networks

Author(s): Mincan Li, Zidong Wang, Kenli Li, Xiangke Liao

Pages: 1925 - 1932

148) Stability Analysis of Recurrent Neural Networks With Time-Varying Delay Based on a Flexible Negative-Determination Quadratic Function Method

Author(s): Guoqiang Tan, Zhanshan Wang

Pages: 1933 - 1938

149) Safe Adaptive Policy Transfer Reinforcement Learning for Distributed Multiagent Control

Author(s): Bin Du, Wei Xie, Yang Li, Qisong Yang, Weidong Zhang, Rudy R. Negenborn, Yusong Pang, Hongtian Chen

Pages: 1939 - 1946

150) A Robust Initialization of Residual Blocks for Effective ResNet Training Without Batch Normalization

Author(s): Enrico Civitelli, Alessio Sortino, Matteo Lapucci, Francesco Bagattini, Giulio Galvan

Pages: 1947 - 1952