IEEE Transactions on Neural Networks and Learning Systems 2023: all accepted papers
- A Survey of Visual Transformers ↗Yang Liu, Yao Zhang, Yixin Wang et al.549 citations
- A Survey on Offline Reinforcement Learning: Taxonomy, Review, and Open Problems ↗Rafael Figueiredo Prudencio, Marcos R. O. A. Máximo, Esther Luna Colombini361 citations
- Transfer Learning-Motivated Intelligent Fault Diagnosis Designs: A Survey, Insights, and Perspectives ↗Hongtian Chen, Hao Luo, Biao Huang et al.219 citations
- Joint Entity and Relation Extraction With Set Prediction Networks ↗Dianbo Sui, Xiangrong Zeng, Yubo Chen et al.214 citations
- An Integrated Multitasking Intelligent Bearing Fault Diagnosis Scheme Based on Representation Learning Under Imbalanced Sample Condition ↗Jiusi Zhang, Ke Zhang, Yiyao An et al.212 citations
- LGGNet: Learning From Local-Global-Graph Representations for Brain–Computer Interface ↗Yi Ding, Neethu Robinson, Chengxuan Tong et al.211 citations
- Efficient Multi-View Clustering via Unified and Discrete Bipartite Graph Learning ↗Si-Guo Fang, Dong Huang, Xiao-Sha Cai et al.207 citations
- Domain Adaptation via Prompt Learning ↗Chunjiang Ge, Rui Huang, Mixue Xie et al.199 citations
- AAformer: Auto-Aligned Transformer for Person Re-Identification ↗Kuan Zhu, Haiyun Guo, Shiliang Steven Zhang et al.193 citations
- Simple Contrastive Graph Clustering ↗Yue Liu, Xihong Yang, Sihang Zhou et al.191 citations
- Exploration in Deep Reinforcement Learning: From Single-Agent to Multiagent Domain ↗Jianye Hao, Tianpei Yang, Hongyao Tang et al.189 citations
- Hyperspectral Image Denoising: From Model-Driven, Data-Driven, to Model-Data-Driven ↗Qiang Zhang, Yaming Zheng, Qiangqiang Yuan et al.189 citations
- Flexible Job Shop Scheduling via Dual Attention Network-Based Reinforcement Learning ↗Runqing Wang, Gang Wang, Jian Qiao Sun et al.183 citations
- Fast Yet Effective Machine Unlearning ↗Ayush K Tarun, Vikram S Chundawat, Murari Mandal et al.182 citations
- Challenges and Opportunities in Deep Reinforcement Learning With Graph Neural Networks: A Comprehensive Review of Algorithms and Applications ↗Sai Munikoti, Deepesh Agarwal, Laya Das et al.176 citations
- Towards Fairness-Aware Federated Learning ↗Yuxin Shi, Han Yu, Cyril Leung154 citations
- Physics-Informed Neural Networks for Solving Forward and Inverse Problems in Complex Beam Systems ↗Taniya Kapoor, Hongrui Wang, Alfredo A. Núñez et al.148 citations
- Projective Incomplete Multi-View Clustering ↗Shijie Deng, Jie Wen, Chengliang Liu et al.147 citations
- CapMatch: Semi-Supervised Contrastive Transformer Capsule With Feature-Based Knowledge Distillation for Human Activity Recognition ↗Zhiwen Xiao, Huagang Tong, Rong Qu et al.146 citations
- Active Learning for Deep Visual Tracking ↗Di Yuan, Xiaojun Chang, Qiao Liu et al.144 citations
- Information Recovery-Driven Deep Incomplete Multiview Clustering Network ↗Chengliang Liu, Jie Wen, Zhihao Wu et al.142 citations
- LRAF-Net: Long-Range Attention Fusion Network for Visible–Infrared Object Detection ↗Haolong Fu, Wang Shixun, Puhong Duan et al.142 citations
- Deep Learning for Time-Series Prediction in IIoT: Progress, Challenges, and Prospects ↗Lei Ren, Zidi Jia, Yuanjun Laili et al.141 citations
- Few-Shot Object Detection: A Comprehensive Survey ↗Mona Köhler, Markus Eisenbach, Horst–Michael Groß141 citations
- A Fast Granular-Ball-Based Density Peaks Clustering Algorithm for Large-Scale Data ↗Dongdong Cheng, Ya Li, Shuyin Xia et al.138 citations
- Deep Double Incomplete Multi-View Multi-Label Learning With Incomplete Labels and Missing Views ↗Jie Wen, Chengliang Liu, Shijie Deng et al.138 citations
- Image-Specific Information Suppression and Implicit Local Alignment for Text-Based Person Search ↗Shuanglin Yan, Hao Tang, Liyan Zhang et al.138 citations
- Efficient and Effective One-Step Multiview Clustering ↗Jun Wang, Chang Tang, Zhiguo Wan et al.132 citations
- Differentiable Integrated Motion Prediction and Planning With Learnable Cost Function for Autonomous Driving ↗Zhiyu Huang, Haochen Liu, Jingda Wu et al.131 citations
- FedTP: Federated Learning by Transformer Personalization ↗Hongxia Li, Zhongyi Cai, Jingya Wang et al.129 citations
- Hybrid Quantum-Classical Convolutional Neural Network Model for Image Classification ↗Fan Fan, Yilei Shi, Tobias Guggemos et al.129 citations
- Image Enhancement Guided Object Detection in Visually Degraded Scenes ↗Hongmin Liu, Fan Jin, Hui Zeng et al.128 citations
- A Novel Dynamic Multiobjective Optimization Algorithm With Non-Inductive Transfer Learning Based on Multi-Strategy Adaptive Selection ↗Han Li, Zidong Wang, Chengbo Lan et al.126 citations
- Synchronization Analysis of Discrete-Time Fractional-Order Quaternion-Valued Uncertain Neural Networks ↗Hongli Li, Jinde Cao, Cheng Hu et al.125 citations
- Federated Multiagent Deep Reinforcement Learning Approach via Physics-Informed Reward for Multimicrogrid Energy Management ↗Yuanzheng Li, Shangyang He, Yang Li et al.122 citations
- Knowledge-Guided Semantic Transfer Network for Few-Shot Image Recognition ↗Zechao Li, Hao Tang, Zhimao Peng et al.122 citations
- Backpropagation-Based Learning Techniques for Deep Spiking Neural Networks: A Survey ↗Manon Dampfhoffer, Thomas Mesquida, Alexandre Valentian et al.120 citations
- Direction-Coded Temporal U-Shape Module for Multiframe Infrared Small Target Detection ↗Ruojing Li, Wei An, Chao Xiao et al.119 citations
- Information Theoretic Learning-Enhanced Dual-Generative Adversarial Networks With Causal Representation for Robust OOD Generalization ↗Xiaokang Zhou, Xuzhe Zheng, Tian Shu et al.119 citations
- Spectral Super-Resolution via Model-Guided Cross-Fusion Network ↗Renwei Dian, Tianci Shan, Wei Ping He et al.118 citations
- MetaFed: Federated Learning Among Federations With Cyclic Knowledge Distillation for Personalized Healthcare ↗Yiqiang Chen, Lu Wang, Xin Qin et al.112 citations
- Cross-Scene Joint Classification of Multisource Data With Multilevel Domain Adaption Network ↗Mengmeng Zhang, Xudong Zhao, Wei Li et al.111 citations
- Representation-Enhanced Status Replay Network for Multisource Remote-Sensing Image Classification ↗Junjie Wang, Wei Li, Yinjian Wang et al.110 citations
- Multiview Subspace Clustering via Low-Rank Symmetric Affinity Graph ↗Wei Lan, Tianchuan Yang, Qingfeng Chen et al.109 citations
- ActionCLIP: Adapting Language-Image Pretrained Models for Video Action Recognition ↗Mengmeng Wang, Jiazheng Xing, Jianbiao Mei et al.108 citations
- Meta Learning With Graph Attention Networks for Low-Data Drug Discovery ↗Qiujie Lv, Guanxing Chen, Ziduo Yang et al.106 citations
- Correlation-Aware Spatial–Temporal Graph Learning for Multivariate Time-Series Anomaly Detection ↗Yu Zheng, Huan Yee Koh, Ming Jin et al.105 citations
- Deep Reinforcement Learning Versus Evolution Strategies: A Comparative Survey ↗Amjad Yousef Majid, Amjad Yousef Majid, Serge Saaybi et al.104 citations
- Graph-Collaborated Auto-Encoder Hashing for Multiview Binary Clustering ↗Huibing Wang, Mingze Yao, Guangqi Jiang et al.103 citations
- Physics-Informed Neural Networks With Weighted Losses by Uncertainty Evaluation for Accurate and Stable Prediction of Manufacturing Systems ↗Jiaqi Hua, Yingguang Li, Changqing Liu et al.102 citations
- Effective Emotion Recognition by Learning Discriminative Graph Topologies in EEG Brain Networks ↗Cunbo Li, Peiyang Li, Yangsong Zhang et al.101 citations
- GRASS: Learning Spatial–Temporal Properties From Chainlike Cascade Data for Microscopic Diffusion Prediction ↗Huacheng Li, Chunhe Xia, Tianbo Wang et al.101 citations
- Mitigating Modality Discrepancies for RGB-T Semantic Segmentation ↗Shenlu Zhao, Yichen Liu, Qiang Jiao et al.100 citations
- Spatiotemporal Decouple-and-Squeeze Contrastive Learning for Semisupervised Skeleton-Based Action Recognition ↗Binqian Xu, Xiangbo Shu, Jiachao Zhang et al.99 citations
- Optimized Distributed Filtering for Saturated Systems With Amplify-and-Forward Relays Over Sensor Networks: A Dynamic Event-Triggered Approach ↗Jun Feng Hu, Jiaxing Li, Huaicheng Yan et al.98 citations
- A Survey on Reinforcement Learning for Recommender Systems ↗Yuanguo Lin, Yong Liu, Fan Lin et al.97 citations
- Data-Driven-Based Cooperative Resilient Learning Method for Nonlinear MASs Under DoS Attacks ↗Chao Deng, Xiao-Zheng Jin, Zheng‐Guang Wu et al.95 citations
- Deep Learning for Visual Localization and Mapping: A Survey ↗Changhao Chen, Bing Wang, Chris Xiaoxuan Lu et al.95 citations
- ES-dRNN: A Hybrid Exponential Smoothing and Dilated Recurrent Neural Network Model for Short-Term Load Forecasting ↗Slawek Smyl, Grzegorz Dudek, Paweł Pełka94 citations
- Two-Way Concept-Cognitive Learning via Concept Movement Viewpoint ↗Weihua Xu, Doudou Guo, Jusheng Mi et al.94 citations
- Collision-Avoiding Flocking With Multiple Fixed-Wing UAVs in Obstacle-Cluttered Environments: A Task-Specific Curriculum- Based MADRL Approach ↗Chao Yan, Chang Wang, Xiaojia Xiang et al.93 citations
- WPConvNet: An Interpretable Wavelet Packet Kernel-Constrained Convolutional Network for Noise-Robust Fault Diagnosis ↗Sinan Li, Tianfu Li, Chuang Sun et al.93 citations
- RORNet: Partial-to-Partial Registration Network With Reliable Overlapping Representations ↗Yue Wu, Yue Zhang, Wenping Ma et al.92 citations
- GeSeNet: A General Semantic-Guided Network With Couple Mask Ensemble for Medical Image Fusion ↗Jiawei Li, Jinyuan Liu, Shihua Zhou et al.91 citations
- Effective Surrogate Gradient Learning With High-Order Information Bottleneck for Spike-Based Machine Intelligence ↗Shuangming Yang, Badong Chen90 citations
- GBRS: A Unified Granular-Ball Learning Model of Pawlak Rough Set and Neighborhood Rough Set ↗Shuyin Xia, Cheng Wang, Guoyin Wang et al.90 citations
- Low-Light Image Enhancement by Retinex-Based Algorithm Unrolling and Adjustment ↗Xinyi Liu, Qi Xie, Qian Zhao et al.90 citations
- Reinforcement Learning-Based Fractional-Order Adaptive Fault-Tolerant Formation Control of Networked Fixed-Wing UAVs With Prescribed Performance ↗Ziquan Yu, Jiaxu Li, Yiwei Xu et al.90 citations
- Toward Subgraph-Guided Knowledge Graph Question Generation With Graph Neural Networks ↗Yu Chen, Lingfei Wu, Mohammed Javeed Zaki88 citations
- Camouflaged Object Segmentation Based on Matching–Recognition–Refinement Network ↗Xinyu Yan, Meijun Sun, Yahong Han et al.87 citations
- Hyperspectral Anomaly Detection Using Reconstruction Fusion of Quaternion Frequency Domain Analysis ↗Bing Tu, Xianchang Yang, Wei Ping He et al.87 citations
- Spatial–Temporal Co-Attention Learning for Diagnosis of Mental Disorders From Resting-State fMRI Data ↗Rui Liu, Zhi-An Huang, Yao Fei Hu et al.87 citations
- Eigenimage2Eigenimage (E2E): A Self-Supervised Deep Learning Network for Hyperspectral Image Denoising ↗Lina Zhuang, Michael K. Ng, Lianru Gao et al.85 citations
- Iterative Training Sample Augmentation for Enhancing Land Cover Change Detection Performance With Deep Learning Neural Network ↗Zhiyong Lv, Haitao Huang, Weiwei Sun et al.84 citations
- Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer ↗Wenrui Zhang, Ling Qiang Yang, Shijia Geng et al.84 citations
- K-Means Clustering With Natural Density Peaks for Discovering Arbitrary-Shaped Clusters ↗Dongdong Cheng, Jinlong Huang, Sulan Zhang et al.82 citations
- Data-Efficient Deep Reinforcement Learning for Attitude Control of Fixed-Wing UAVs: Field Experiments ↗Eivind Bøhn, Erlend M. Coates, Dirk Peter Reinhardt et al.81 citations
- Event-Triggered Adaptive Containment Control for Heterogeneous Stochastic Nonlinear Multiagent Systems ↗Xin Wang, Xu Rui, Tingwen Huang et al.80 citations
- Observer-Based Consensus Control for MASs With Prescribed Constraints via Reinforcement Learning Algorithm ↗Ao Luo, Qi Fan Zhou, Hui Ma et al.79 citations
- Inherently Interpretable Physics-Informed Neural Network for Battery Modeling and Prognosis ↗Fujin Wang, Quanquan Zhi, Zhibin Zhao et al.76 citations
- A Practical Contrastive Learning Framework for Single-Image Super-Resolution ↗Gang Wu, Junjun Jiang, Xianming Liu75 citations
- SSAGCN: Social Soft Attention Graph Convolution Network for Pedestrian Trajectory Prediction ↗Pei Lv, Wentong Wang, Yunxin Wang et al.75 citations
- A Multistage Information Complementary Fusion Network Based on Flexible-Mixup for HSI-X Image Classification ↗Junjie Wang, Mengmeng Zhang, Wei Li et al.73 citations
- Flexible Label-Induced Manifold Broad Learning System for Multiclass Recognition ↗Junwei Jin, Biao Geng, Yanting Li et al.73 citations
- Representation-Learning-Based CNN for Intelligent Attack Localization and Recovery of Cyber-Physical Power Systems ↗Kang‐Di Lu, Le Zhou, Zheng‐Guang Wu73 citations
- Active Client Selection for Clustered Federated Learning ↗Honglan Huang, Wei Shi, Yanghe Feng et al.72 citations
- Detection of Deepfake Videos Using Long-Distance Attention ↗Wei Lu, Lingyi Liu, Bolin Zhang et al.72 citations
- ProtoCLIP: Prototypical Contrastive Language Image Pretraining ↗Delong Chen, Wu Zhao, Fan Liu et al.71 citations
- Coevolutionary Neural Solution for Nonconvex Optimization With Noise Tolerance ↗Long Jin, Zeyu Su, Dongyang Fu et al.70 citations
- Feature Consistency-Based Prototype Network for Open-Set Hyperspectral Image Classification ↗Zhuojun Xie, Puhong Duan, Wang Liu et al.70 citations
- Label Distribution Learning by Partitioning Label Distribution Manifold ↗Jing Wang, Jianhui Lv, Xin Geng70 citations
- Reinforcement Learning-Based Model Predictive Control for Discrete-Time Systems ↗Min Lin, Zhongqi Sun, Yuanqing Xia et al.69 citations
- Brain Emotion Perception Inspired EEG Emotion Recognition With Deep Reinforcement Learning ↗Dongdong Li, Xie Li, Zhe Wang et al.68 citations
- DLformer: A Dynamic Length Transformer-Based Network for Efficient Feature Representation in Remaining Useful Life Prediction ↗Lei Ren, Haiteng Wang, Gao Ming Huang68 citations
- Multiagent Trust Region Policy Optimization ↗Hepeng Li, Haibo He68 citations
- Unpaired Multi-View Graph Clustering With Cross-View Structure Matching ↗Yi Wen, Siwei Wang, Qing Liao et al.68 citations
- Neural-Network-Based Predefined-Time Adaptive Consensus in Nonlinear Multi-Agent Systems With Switching Topologies ↗Yanzheng Zhu, Zuo Wang, Hongjing Liang et al.67 citations
- Toward Explainable Affective Computing: A Review ↗Karina Cortiñas-Lorenzo, Gerard Lacey67 citations
- A Dynamic Weights-Based Wavelet Attention Neural Network for Defect Detection ↗Jinhai Liu, He Ming Zhao, Zhaolin Chen et al.65 citations
- Contrastive Registration for Unsupervised Medical Image Segmentation ↗Lihao Liu, Angelica I. Avilés-Rivero, Carola‐Bibiane Schönlieb65 citations
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