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Multiscale Deep Learning for Detection and Recognition: A Comprehensive Survey IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-23 Licheng Jiao, Mengjiao Wang, Xu Liu, Lingling Li, Fang Liu, Zhixi Feng, Shuyuan Yang, Biao Hou
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Deep Probabilistic Principal Component Analysis for Process Monitoring IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-23 Xiangyin Kong, Yimeng He, Zhihuan Song, Tong Liu, Zhiqiang Ge
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New Bounds on the Accuracy of Majority Voting for Multiclass Classification IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-23 Sina Aeeneh, Nikola Zlatanov, Jiangshan Yu
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Toward Efficient Convolutional Neural Networks With Structured Ternary Patterns IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-23 Christos Kyrkou
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Relation-Aware Heterogeneous Graph Network for Learning Intermodal Semantics in Textbook Question Answering IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-23 Sai Zhang, Yunjie Wu, Xiaowang Zhang, Zhiyong Feng, Liang Wan, Zhiqiang Zhuang
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ZS-VAT: Learning Unbiased Attribute Knowledge for Zero-Shot Recognition Through Visual Attribute Transformer IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-23 Zongyan Han, Zhenyong Fu, Shuo Chen, Le Hui, Guangyu Li, Jian Yang, Chang Wen Chen
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Robust Federated Learning: Maximum Correntropy Aggregation Against Byzantine Attacks IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-23 Zhirong Luan, Wenrui Li, Meiqin Liu, Badong Chen
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Select Your Own Counterparts: Self-Supervised Graph Contrastive Learning With Positive Sampling IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-23 Zehong Wang, Donghua Yu, Shigen Shen, Shichao Zhang, Huawen Liu, Shuang Yao, Maozu Guo
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Geometric Matching for Cross-Modal Retrieval IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-23 Zheng Wang, Zhenwei Gao, Yang Yang, Guoqing Wang, Chengbo Jiao, Heng Tao Shen
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Dual-Channel Adaptive Scale Hypergraph Encoders With Cross-View Contrastive Learning for Knowledge Tracing IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-23 Jiawei Li, Yuanfei Deng, Yixiu Qin, Shun Mao, Yuncheng Jiang
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Multiobjective Evolutionary Learning for Multitask Quality Prediction Problems in Continuous Annealing Process IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-23 Chang Liu, Lixin Tang, Kainan Zhang, Xuanqi Xu
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Foreground Capture Feature Pyramid Network-Oriented Object Detection in Complex Backgrounds IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-22 Honggui Han, Qiyu Zhang, Fangyu Li, Yongping Du
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On the Robustness of Bayesian Neural Networks to Adversarial Attacks IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-22 Luca Bortolussi, Ginevra Carbone, Luca Laurenti, Andrea Patane, Guido Sanguinetti, Matthew Wicker
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SATF: A Scalable Attentive Transfer Framework for Efficient Multiagent Reinforcement Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-22 Bin Chen, Zehong Cao, Quan Bai
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PrivFR: Privacy-Enhanced Federated Recommendation With Shared Hash Embedding IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-22 Honglei Zhang, Xin Zhou, Zhiqi Shen, Yidong Li
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Size and Depth of Monotone Neural Networks: Interpolation and Approximation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-22 Dan Mikulincer, Daniel Reichman
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General Hyperspectral Image Super-Resolution via Meta-Transfer Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-22 Yingsong Cheng, Xinya Wang, Yong Ma, Xiaoguang Mei, Minghui Wu, Jiayi Ma
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Self-Supervised Temporal Graph Learning With Temporal and Structural Intensity Alignment IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-22 Meng Liu, Ke Liang, Yawei Zhao, Wenxuan Tu, Sihang Zhou, Xinbiao Gan, Xinwang Liu, Kunlun He
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Boosting Reinforcement Learning via Hierarchical Game Playing With State Relay IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-22 Chanjuan Liu, Jinmiao Cong, Guangyuan Liu, Guifei Jiang, Xirong Xu, Enqiang Zhu
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Pinning-Based Neural Control for Multiagent Systems With Self-Regulation Intermediate Event-Triggered Method IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-22 Hongru Ren, Zeyi Liu, Hongjing Liang, Hongyi Li
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Expected Policy Gradient for Network Aggregative Markov Games in Continuous Space IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-22 Alireza Ramezani Moghaddam, Hamed Kebriaei
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High-Order Neighbors Aware Representation Learning for Knowledge Graph Completion IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-22 Hong Yin, Jiang Zhong, Rongzhen Li, Jiaxing Shang, Chen Wang, Xue Li
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Multichannel Orthogonal Transform-Based Perceptron Layers for Efficient ResNets IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-22 Hongyi Pan, Emadeldeen Hamdan, Xin Zhu, Salih Atici, Ahmet Enis Cetin
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MultiFair: Model Fairness With Multiple Sensitive Attributes IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-22 Huan Tian, Bo Liu, Tianqing Zhu, Wanlei Zhou, Philip S. Yu
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Finite-Time Consensus Adaptive Neural Network Control for Nonlinear Multiagent Systems Under PDE Models IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-22 Yan-Jun Liu, Xuebin Shang, Li Tang, Sai Zhang
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DEs-Inspired Accelerated Unfolded Linearized ADMM Networks for Inverse Problems IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-16 Weixin An, Yuanyuan Liu, Fanhua Shang, Hongying Liu, Licheng Jiao
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New RNN Algorithms for Different Time-Variant Matrix Inequalities Solving Under Discrete-Time Framework IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-16 Yang Shi, Chenling Ding, Shuai Li, Bin Li, Xiaobing Sun
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Adaptive Individual Q-Learning—A Multiagent Reinforcement Learning Method for Coordination Optimization IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-16 Zhen Zhang, Dongqing Wang
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Disentangling Modality and Posture Factors: Memory-Attention and Orthogonal Decomposition for Visible-Infrared Person Re-Identification IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-15 Zefeng Lu, Ronghao Lin, Haifeng Hu
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Multidimensional Refinement Graph Convolutional Network With Robust Decouple Loss for Fine-Grained Skeleton-Based Action Recognition IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-15 Sheng-Lan Liu, Yu-Ning Ding, Jin-Rong Zhang, Kai-Yuan Liu, Si-Fan Zhang, Fei-Long Wang, Gao Huang
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Reduced-Complexity Algorithms for Tessarine Neural Networks IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-15 Aleksandr Cariow, Galina Cariowa
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Selective Memory Recursive Least Squares: Recast Forgetting Into Memory in RBF Neural Network-Based Real-Time Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-15 Yiming Fei, Jiangang Li, Yanan Li
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Temporal Network Embedding Enhanced With Long-Range Dynamics and Self-Supervised Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-15 Zhizheng Wang, Yuanyuan Sun, Zhihao Yang, Liang Yang, Hongfei Lin
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On Practical Robust Reinforcement Learning: Adjacent Uncertainty Set and Double-Agent Algorithm IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-15 Ukjo Hwang, Songnam Hong
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Boosting On-Policy Actor–Critic With Shallow Updates in Critic IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-15 Luntong Li, Yuanheng Zhu
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Efficient and Stable Unsupervised Feature Selection Based on Novel Structured Graph and Data Discrepancy Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-15 Pei Huang, Zhaoming Kong, Limin Wang, Xuming Han, Xiaowei Yang
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NGDE: A Niching-Based Gradient-Directed Evolution Algorithm for Nonconvex Optimization IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-15 Qi Yu, Xijun Liang, Mengzhen Li, Ling Jian
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A Quantum Spatial Graph Convolutional Neural Network Model on Quantum Circuits IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-15 Jin Zheng, Qing Gao, Maciej Ogorzałek, Jinhu Lü, Yue Deng
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HICL: Hashtag-Driven In-Context Learning for Social Media Natural Language Understanding IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-15 Hanzhuo Tan, Chunpu Xu, Jing Li, Yuqun Zhang, Zeyang Fang, Zeyu Chen, Baohua Lai
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Gegenbauer Graph Neural Networks for Time-Varying Signal Reconstruction IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-10 Jhon A. Castro-Correa, Jhony H. Giraldo, Mohsen Badiey, Fragkiskos D. Malliaros
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Generative Image Reconstruction From Gradients IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-10 Ekanut Sotthiwat, Liangli Zhen, Chi Zhang, Zengxiang Li, Rick Siow Mong Goh
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Mining Semantic Correlations Between Mispredictions and Corrections for Interactive Semantic Segmentation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-10 Yutong Gao, Congyan Lang, Fayao Liu, Chuan-Sheng Foo, Yuanzhouhan Cao, Lijuan Sun, Yunchao Wei
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Communication-Efficient Hybrid Federated Learning for E-Health With Horizontal and Vertical Data Partitioning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-10 Chong Yu, Shuaiqi Shen, Shiqiang Wang, Kuan Zhang, Hai Zhao
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Context-Aware REpresentation: Jointly Learning Item Features and Selection From Triplets IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-10 Rodrigo Alves, Antoine Ledent
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Set-Membership State Estimation for Multirate Nonlinear Complex Networks Under FlexRay Protocols: A Neural-Network-Based Approach IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-10 Yuxuan Shen, Zidong Wang, Hongli Dong, Hongjian Liu, Yun Chen
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One-Step Multiview Clustering via Adaptive Graph Learning and Spectral Rotation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-10 Chuan Tang, Minhui Wang, Kun Sun
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Decision-Making With Speculative Opponent Models IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-10 Jing Sun, Shuo Chen, Cong Zhang, Yining Ma, Jie Zhang
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Complex-Valued Convolutional Gated Recurrent Neural Network for Ultrasound Beamforming IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-10 Zhiming Zhang, Zhenyu Lei, MengChu Zhou, Hideyuki Hasegawa, Shangce Gao
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Adaptive Neural Consensus Observer Networks Design for a Class of Semilinear Parabolic PDE Systems IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-10 Mingxing Cai, Yuan Yuan, Biao Luo, Fanbiao Li, Xiaodong Xu, Chunhua Yang, Weihua Gui
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TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-10 Rui-Jie Zhu, Malu Zhang, Qihang Zhao, Haoyu Deng, Yule Duan, Liang-Jian Deng
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Graph Exploration for Effective Multiagent Q-Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-09 Ainur Zhaikhan, Ali H. Sayed
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IEEE Computational Intelligence Society Information IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-09
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CMFAN: Cross-Modal Feature Alignment Network for Few-Shot Single-View 3D Reconstruction IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-09 Lvlong Lai, Jian Chen, Zehong Zhang, Guosheng Lin, Qingyao Wu
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Contrast-Assisted Domain-Specificity-Removal Network for Semi-Supervised Generalization Fault Diagnosis IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-09 Qiuyu Song, Xingxing Jiang, Jie Liu, Juanjuan Shi, Zhongkui Zhu
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CycleTrans: Learning Neutral Yet Discriminative Features via Cycle Construction for Visible-Infrared Person Re-Identification IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-09 Qiong Wu, Jiaer Xia, Pingyang Dai, Yiyi Zhou, Yongjian Wu, Rongrong Ji
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Dynamic Neural Network Structure: A Review for Its Theories and Applications IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-09 Jifeng Guo, C. L. Philip Chen, Zhulin Liu, Xixin Yang
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Pontryagin’s Minimum Principle-Guided RL for Minimum-Time Exploration of Spatiotemporal Fields IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-09 Zhuo Li, Jian Sun, Antonio G. Marques, Gang Wang, Keyou You
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Closed-Form Gaussian Spread Estimation for Small and Large Support Vector Classification IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-09 Diego Isla-Cernadas, Manuel Fernández-Delgado, Eva Cernadas, Manisha S. Sirsat, Haitham Maarouf, Senén Barro
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Enhancing Narrative Commonsense Reasoning With Multilevel Causal Knowledge IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-08 Feiteng Mu, Wenjie Li