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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
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Beyond Euclidean Structures: Collaborative Topological Graph Learning for Multiview Clustering IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-19 Cheng Liu, Rui Li, Hangjun Che, Man-Fai Leung, Si Wu, Zhiwen Yu, Hau-San Wong
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I$^2$NQ: Inter and Intra Nonuniform Quantization for Single Image Super-Resolution IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-18 Liting Sun, Jingwei Xin, Keyu Li, Jie Li, Nannan Wang, Xinbo Gao
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EEGMatch: Learning With Incomplete Labels for Semisupervised EEG-Based Cross-Subject Emotion Recognition IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-18 Rushuang Zhou, Weishan Ye, Zhiguo Zhang, Yanyang Luo, Li Zhang, Linling Li, Gan Huang, Yining Dong, Yuan-Ting Zhang, Zhen Liang
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Debiasing Graph Representation Learning Based on Information Bottleneck IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-14 Ziyi Zhang, Mingxuan Ouyang, Wanyu Lin, Hao Lan, Lei Yang
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Nearest Neighbor Multivariate Time Series Forecasting IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-14 Huiliang Zhang, Ping Nie, Lijun Sun, Benoit Boulet
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Advancing Causal Intervention in Image Captioning With Causal Prompt IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-14 Youngjoon Yu, Yeonju Kim, Yong Man Ro
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Manifoldron: Direct Space Partition via Manifold Discovery IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-13 Dayang Wang, Feng-Lei Fan, Bo-Jian Hou, Hao Zhang, Zhen Jia, Boce Zhang, Rongjie Lai, Hengyong Yu, Fei Wang
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A Framework for Counterfactual Explanation of Predictive Uncertainty in Multimodal Models IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-13 Tian Qiu, Qianmu Li
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Adaptive Weighted Broad Echo State Learning System-Based Dynamic Modeling of Carbon Consumption in Sintering Process IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-13 Jie Hu, Min Wu, Witold Pedrycz
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Long-Term Fairness for Real-Time Decision Making: A Constrained Online Optimization Approach IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-13 Ruijie Du, Deepan Muthirayan, Pramod P. Khargonekar, Yanning Shen
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Designing Iterative Learning Schemes for Cooperative–Antagonistic Systems With Random Access Communication Protocols IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-12 Wenjun Xiong, Xiaoxiao Wang, Lei Zou, Guanrong Chen
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Structure-Preserved Self-Attention for Fusion Image Information in Multiple Color Spaces IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-12 Zhu He, Mingwei Lin, Xin Luo, Zeshui Xu
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Decoupled and Explainable Associative Memory for Effective Knowledge Propagation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-12 Tharindu Fernando, Darshana Priyasad, Sridha Sridharan, Clinton Fookes
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G-Diff: A Graph-Based Decoding Network for Diffusion Recommender Model IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-12 Ruixin Chen, Jianping Fan, Meiqin Wu, Rui Cheng, Jiawen Song
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Two-View Correspondence Learning With Local Consensus Transformer IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-12 Gang Wang, Yufei Chen
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Fully Distributed Nash Equilibrium Seeking: A Double-Layer Adaptive Approach IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-12 Lei Ding, Can Chen, Maojiao Ye, Qing-Long Han
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Distribution-Independent Domain Generalization for Multisource Remote Sensing Classification IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-12 Yunhao Gao, Mengmeng Zhang, Wei Li, Ran Tao
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Exploring the Landscape of Machine Unlearning: A Comprehensive Survey and Taxonomy IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-12 Thanveer Shaik, Xiaohui Tao, Haoran Xie, Lin Li, Xiaofeng Zhu, Qing Li
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Matching Pursuit Network: An Interpretable Sparse Time–Frequency Representation Method Toward Mechanical Fault Diagnosis IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-11 Huibin Lin, Xiaofeng Huang, Zhuyun Chen, Guolin He, Ciyang Xi, Weihua Li
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Toward Generalized Multistage Clustering: Multiview Self-Distillation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-11 Jiatai Wang, Zhiwei Xu, Xin Wang, Tao Li
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Fast Multiview Semi-Supervised Classification With Optimal Bipartite Graph IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-08 Yuting Wang, Rong Wang, Feiping Nie, Xuelong Li
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A Structurally Regularized CNN Architecture via Adaptive Subband Decomposition IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-08 Pavel Sinha, Ioannis Psaromiligkos, Zeljko Zilic
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Few-Shot Image Generation via Style Adaptation and Content Preservation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-06 Xiaosheng He, Fan Yang, Fayao Liu, Guosheng Lin
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A Cost-Aware Utility-Maximizing Bidding Strategy for Auction-Based Federated Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-06 Xiaoli Tang, Han Yu
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A Spatial–Temporal Predictive Transformer Network for Level-3 Autonomous Vehicle Decision-Making IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-06 Hongbo Gao, Xiao Zheng, Qingchao Liu, Lin Zhou, Chao Huang, Mingmao Hu, Chengbo Wang, Keqiang Li, Danwei Wang, Deyi Li
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Adaptive Neural Network Control for Fixed-Wing UAV With Disturbance Observer Under Switching Disturbance IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-06 Zhengguo Huang, Mou Chen, Peng Shi, Hao Shen
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Multistage Graph Convolutional Network With Spatial Attention for Multivariate Time Series Imputation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-06 Qianyi Chen, Jiannong Cao, Yu Yang, Wanyu Lin, Sumei Wang, Youwu Wang
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Wavelet-Based Dual-Task Network IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-06 Fuzhi Wu, Jiasong Wu, Chen Zhang, Youyong Kong, Chunfeng Yang, Guanyu Yang, Huazhong Shu, Guy Carrault, Lotfi Senhadji
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Reinforcement Learning-Based $\mathcal{H}_{\infty }$ Control of 2-D Markov Jump Roesser Systems With Optimal Disturbance Attenuation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-06 Jiacheng Wu, Bosen Lian, Hongye Su, Yang Zhu
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AO-DETR: Anti-Overlapping DETR for X-Ray Prohibited Items Detection IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-06 Mingyuan Li, Tong Jia, Hao Wang, Bowen Ma, Hui Lu, Shuyang Lin, Da Cai, Dongyue Chen
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Unpaired Multiview Clustering via Reliable View Guidance IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-06 Like Xin, Wanqi Yang, Lei Wang, Ming Yang
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SRCD: Semantic Reasoning With Compound Domains for Single-Domain Generalized Object Detection IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-05 Zhijie Rao, Jingcai Guo, Luyao Tang, Yue Huang, Xinghao Ding, Song Guo
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Whole-Process Privacy-Preserving and Sybil-Resilient Consensus for Multiagent Networks IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-05 Yiming Wu, Chenduo Ying, Ning Zheng, Wen-An Zhang, Shanying Zhu
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Analysis of Discrete-Time Switched Linear Systems Under Logical Dynamic Switching IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-05 Xiao Zhang, Min Meng, Zhengping Ji
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Secure and Efficient Federated Learning Against Model Poisoning Attacks in Horizontal and Vertical Data Partitioning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-05 Chong Yu, Zhenyu Meng, Wenmiao Zhang, Lei Lei, Jianbing Ni, Kuan Zhang, Hai Zhao
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Synergistic Attention-Guided Cascaded Graph Diffusion Model for Complementarity Determining Region Synthesis IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-05 Rongchao Zhang, Yu Huang, Yiwei Lou, Weiping Ding, Yongzhi Cao, Hanpin Wang
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Multiview Representation Learning With One-to-Many Dynamic Relationships IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-05 Dan Li, Haibao Wang, Shihui Ying
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Tailored Federated Learning With Adaptive Central Acceleration on Diversified Global Models IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-05 Lei Zhao, Lin Cai, Wu-Sheng Lu
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One-Nearest Neighborhood Guides Inlier Estimation for Unsupervised Point Cloud Registration IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-11-04 Yongzhe Yuan, Yue Wu, Maoguo Gong, Qiguang Miao, A. K. Qin
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Spike-and-Slab Shrinkage Priors for Structurally Sparse Bayesian Neural Networks IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-10-31 Sanket Jantre, Shrijita Bhattacharya, Tapabrata Maiti
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MAEMOT: Pretrained MAE-Based Antiocclusion 3-D Multiobject Tracking for Autonomous Driving IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-10-31 Xiaofei Zhang, Zhengping Fan, Ying Shen, Yining Li, Yasong An, Xiaojun Tan
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Hyperbolic Binary Neural Network IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-10-31 Jun Chen, Jingyang Xiang, Tianxin Huang, Xiangrui Zhao, Yong Liu
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Multi-Task Multi-Agent Reinforcement Learning With Interaction and Task Representations IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-10-30 Chao Li, Shaokang Dong, Shangdong Yang, Yujing Hu, Tianyu Ding, Wenbin Li, Yang Gao
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Diffusion Models, Image Super-Resolution, and Everything: A Survey IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-10-29 Brian B. Moser, Arundhati S. Shanbhag, Federico Raue, Stanislav Frolov, Sebastian Palacio, Andreas Dengel
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Reinforcement Learning-Based Nonautoregressive Solver for Traveling Salesman Problems IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-10-29 Yubin Xiao, Di Wang, Boyang Li, Huanhuan Chen, Wei Pang, Xuan Wu, Hao Li, Dong Xu, Yanchun Liang, You Zhou
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Historical Decision-Making Regularized Maximum Entropy Reinforcement Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-10-29 Botao Dong, Longyang Huang, Ning Pang, Hongtian Chen, Weidong Zhang
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Partition-Level Tensor Learning-Based Multiview Unsupervised Feature Selection IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-10-29 Zhiwen Cao, Xijiong Xie
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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 : 2024-10-29
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Asymmetrical Contrastive Learning Network via Knowledge Distillation for No-Service Rail Surface Defect Detection IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-10-29 Wujie Zhou, Xinyu Sun, Xiaohong Qian, Meixin Fang
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Spectral Super-Resolution in Frequency Domain IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-10-29 Puhong Duan, Tianci Shan, Xudong Kang, Shutao Li
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IEEE Computational Intelligence Society Information IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-10-29
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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 : 2024-10-29
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DSE-Based Hardware Trojan Attack for Neural Network Accelerators on FPGAs IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-10-28 Chao Guo, Masao Yanagisawa, Youhua Shi
更新日期：2024-11-14
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