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DiffusionVMR: Diffusion Model for Joint Video Moment Retrieval and Highlight Detection IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-18 Henghao Zhao, Kevin Qinghong Lin, Rui Yan, Zechao Li
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Language-Driven Spatial–Semantic Cross-Attention for Face Attribute Recognition With Limited Labeled Data IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-18 Young-Eun Kim, Gyeong-Min Bak, Seong-Whan Lee
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Last-Iterate Convergence to Approximate Nash Equilibria in Multiplayer Imperfect Information Games IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-18 Runyu Lu, Yuanheng Zhu, Dongbin Zhao, Yu Liu, You He
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Multiview Deep Learning-Based Molecule Design and Structural Optimization Accelerates Inhibitor Discover IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-18 Chao Pang, Yu Wang, Yi Jiang, Ruheng Wang, Xiaojun Yao, Quan Zou, Xiangxiang Zeng, Ran Su, Leyi Wei
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Novel Discretized Zeroing Neural Network Models for Time-Varying Optimization Aided With Predictor–Corrector Methods IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-17 Ying Kong, Xi Chen, Yunliang Jiang, Danfeng Sun, Jun Zhang
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Discovery of Shared Latent Nonlinear Effective Connectivity for EEG-Based Depression Detection IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-17 Wenjie Yuan, Xiaowei Zhang, Xuejuan Zhang, Shuangyan Wang, Tianzhi Wang, Tong Zhang, Qinglin Zhao, Bin Hu
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An Unsupervised Federated Domain Adaptation Method Based on Knowledge Distillation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-17 Yunpeng Xiao, Yutong Guo, Haipeng Zhu, Chaolong Jia, Qian Li, Rong Wang, Guoyin Wang
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A Node-Collaboration-Informed Graph Convolutional Network for Highly Accurate Representation to Undirected Weighted Graph IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-17 Ye Yuan, Ying Wang, Xin Luo
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Exploring Attention and Self-Supervised Learning Mechanism for Graph Similarity Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-17 Guangqi Wen, Xin Gao, Wenhui Tan, Peng Cao, Jinzhu Yang, Weiping Li, Osmar R. Zaiane
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Weird-Net: Weighted Relative Distance Attention for Efficient and Robust Sequence Processing IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-17 Lingkai Hu, Feng Zhan, Wenkai Huang, Weiming Gan, Haoxiang Hu, Hao He, Kunbo Han
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On the Optimal Expressive Power of ReLU DNNs and Its Application in Approximation With the Kolmogorov Superposition Theorem IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-17 Juncai He
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Causal Disentanglement-Based Hidden Markov Model for Cross-Domain Bearing Fault Diagnosis IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-16 Rihao Chang, Yongtao Ma, Weizhi Nie, Jie Nie, Yiqun Zhu, An-An Liu
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Inferring Latent Temporal Sparse Coordination Graph for Multiagent Reinforcement Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-16 Wei Duan, Jie Lu, Junyu Xuan
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QSAN: A Near-Term Achievable Quantum Self-Attention Network IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-16 Jinjing Shi, Ren-Xin Zhao, Wenxuan Wang, Shichao Zhang, Xuelong Li
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Variational Multiple-Instance Learning With Embedding Correlation Modeling for Hyperspectral Target Detection IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-16 Bo Yang, Changzhe Jiao, Jinjian Wu, Leida Li
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Purified Policy Space Response Oracles for Symmetric Zero-Sum Games IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-12 Zhengdao Shao, Liansheng Zhuang, Yihong Huang, Houqiang Li, Shafei Wang
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Lyapunov-Based Safe Reinforcement Learning for Microgrid Energy Management IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-12 Guokai Hao, Yuanzheng Li, Yang Li, Lin Jiang, Zhigang Zeng
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Conformal Symplectic Optimization for Stable Reinforcement Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-11 Yao Lyu, Xiangteng Zhang, Shengbo Eben Li, Jingliang Duan, Letian Tao, Qing Xu, Lei He, Keqiang Li
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Disentangled Representation Learning for Causal Inference With Instruments IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-11 Debo Cheng, Jiuyong Li, Lin Liu, Ziqi Xu, Weijia Zhang, Jixue Liu, Thuc Duy Le
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A Forward and Backward Compatible Framework for Few-Shot Class-Incremental Pill Recognition IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-11 Jinghua Zhang, Li Liu, Kai Gao, Dewen Hu
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2024 Index IEEE Transactions on Neural Networks and Learning Systems Vol. 35 IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-11
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Multi-View Part-Based Few-Shot Object Detection IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-11 Jingkai Ma, Shuang Bai
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Enhancing SSVEP-Based BCI Performance via Consensus Information Transfer Among Subjects IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-09 Xinyi Zhang, Wei Wei, Shuang Qiu, Xujin Li, Yijun Wang, Huiguang He
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Generative Adversarial Soft Actor–Critic IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-09 Hyo-Seok Hwang, Yoojoong Kim, Junhee Seok
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Brain-Inspired Meta-Learning for Few-Shot Bearing Fault Diagnosis IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-04 Jun Wang, Chuang Sun, Asoke K. Nandi, Ruqiang Yan, Xuefeng Chen
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Visual–Semantic Graph Matching Net for Zero-Shot Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-04 Bowen Duan, Shiming Chen, Yufei Guo, Guo-Sen Xie, Weiping Ding, Yisong Wang
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Contrastive Continual Multiview Clustering With Filtered Structural Fusion IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-04 Xinhang Wan, Jiyuan Liu, Hao Yu, Qian Qu, Ao Li, Xinwang Liu, Ke Liang, Zhibin Dong, En Zhu
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Learning Objective Adaptation by Correlation-Based Model Reuse IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-04 Lanjihong Ma, Yao-Xiang Ding, Peng Zhao, Zhi-Hua Zhou
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Vertex Cover of Networks and Its Related Optimization Problems: An Overview IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-04 Jie Chen, Rongpei Zhou, Jie Wu, Hui Zhang, Weihua Gui
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Cognition-Oriented Multiagent Reinforcement Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-04 Tenghai Qiu, Shiguang Wu, Zhen Liu, Zhiqiang Pu, Jianqiang Yi, Yuqian Zhao, Biao Luo
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Clustering Interval and Triangular Granular Data: Modeling, Execution, and Assessment IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-04 Yiming Tang, Wenbin Wu, Witold Pedrycz, Jianwei Gao, Xianghui Hu, Zhaohong Deng, Rui Chen
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SinKD: Sinkhorn Distance Minimization for Knowledge Distillation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-04 Xiao Cui, Yulei Qin, Yuting Gao, Enwei Zhang, Zihan Xu, Tong Wu, Ke Li, Xing Sun, Wengang Zhou, Houqiang Li
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IEEE Transactions on Neural Networks and Learning Systems Information for Authors IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-02
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IEEE Transactions on Neural Networks and Learning Systems Publication Information IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-02
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IEEE Computational Intelligence Society Information IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-02
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FALCON: Feature-Label Constrained Graph Net Collapse for Memory-Efficient GNNs IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-12-02 Christopher Adnel, Islem Rekik
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Knowledge-Reinforced Cross-Domain Recommendation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-28 Ling Huang, Xiao-Dong Huang, Han Zou, Yuefang Gao, Chang-Dong Wang, Philip S. Yu
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Tiny Data Is Sufficient: A Generalizable CNN Architecture for Temporal Domain Long Sequence Identification IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-28 Chen Li, Xianwei Zheng, Chuangquan Chen, Zicong Deng, Yiqing Shu
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ACL-QL: Adaptive Conservative Level in $Q$-Learning for Offline Reinforcement Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-28 Kun Wu, Yinuo Zhao, Zhiyuan Xu, Zhengping Che, Chengxiang Yin, Chi Harold Liu, Qinru Qiu, Feifei Feng, Jian Tang
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A Survey on Causal Reinforcement Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-28 Yan Zeng, Ruichu Cai, Fuchun Sun, Libo Huang, Zhifeng Hao
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Exploiting Meta-Learned Confidences for Imbalanced Multilabel Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-27 Zhihan Ning, Zhixing Jiang, David Zhang
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Enhancing Session-Based Recommendation With Multi-Interest Hyperbolic Representation Networks IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-27 Tongcun Liu, Xukai Bao, Jiaxin Zhang, Kai Fang, Hailin Feng
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Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-25 Yuji Cao, Huan Zhao, Yuheng Cheng, Ting Shu, Yue Chen, Guolong Liu, Gaoqi Liang, Junhua Zhao, Jinyue Yan, Yun Li
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Take Your Pick: Enabling Effective Distributed Learning Within Low-Dimensional Feature Space IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-25 Guogang Zhu, Xuefeng Liu, Shaojie Tang, Jianwei Niu, Xinghao Wu, Jiaxing Shen, Wanyu Lin
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Beyond Message-Passing: Generalization of Graph Neural Networks via Feature Perturbation for Semi-Supervised Node Classification IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-25 Yoonhyuk Choi, Jiho Choi, Taewook Ko, Chong-Kwon Kim
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A Survey on Knowledge Editing of Neural Networks IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-25 Vittorio Mazzia, Alessandro Pedrani, Andrea Caciolai, Kay Rottmann, Davide Bernardi
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GenSafe: A Generalizable Safety Enhancer for Safe Reinforcement Learning Algorithms Based on Reduced Order Markov Decision Process Model IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-25 Zhehua Zhou, Xuan Xie, Jiayang Song, Zhan Shu, Lei Ma
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Boundary-Aware Axial Attention Network for High-Quality Pavement Crack Detection IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-22 Kunlun Wu, Bo Peng, Donghai Zhai
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Granular Ball Twin Support Vector Machine IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-21 A. Quadir, M. Sajid, M. Tanveer
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Decoupled Prioritized Resampling for Offline RL IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-21 Yang Yue, Bingyi Kang, Xiao Ma, Qisen Yang, Gao Huang, Shiji Song, Shuicheng Yan
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Adaptive Graph Convolutional Network for Unsupervised Generalizable Tabular Representation Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-20 Zheng Wang, Jiaxi Xie, Rong Wang, Feiping Nie, Xuelong Li
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Gently Sloped and Extended Classification Margin for Overconfidence Relaxation of Out-of-Distribution Samples IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-20 Taewook Kim, Jong-Seok Lee
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NNG-Mix: Improving Semi-Supervised Anomaly Detection With Pseudo-Anomaly Generation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-20 Hao Dong, Gaëtan Frusque, Yue Zhao, Eleni Chatzi, Olga Fink
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Alleviate the Impact of Heterogeneity in Network Alignment From Community View IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-19 Qiyao Peng, Yinghui Wang, Pengfei Jiao, Huaming Wu, Lin Pan
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Hierarchical Contrastive Learning for Semantic Segmentation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-19 Jie Jiang, Xingjian He, Weining Wang, Hanqing Lu, Jing Liu
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Rethinking Image Skip Connections in StyleGAN2 IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-19 Seung Park, Yong-Goo Shin
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Delayed Memory Unit: Modeling Temporal Dependency Through Delay Gate IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-19 Pengfei Sun, Jibin Wu, Malu Zhang, Paul Devos, Dick Botteldooren
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Spatiotemporal Imputation of Traffic Emissions With Self-Supervised Diffusion Model IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-19 Lihong Pei, Yang Cao, Yu Kang, Zhenyi Xu, Qianming Liu
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Distributed Online Convex Optimization With Statistical Privacy IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-19 Mingcheng Dai, Daniel W. C. Ho, Baoyong Zhang, Deming Yuan, Shengyuan Xu
更新日期：2024-12-18
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