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IEEE Transactions on Neural Networks and Learning Systems 2023: all accepted papers

988 papers · page 9 of 10 · the most cited first · ← IEEE Transactions on Neural Networks and Learning Systems 2023

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  1. Knowledge Distillation Meets Label Noise Learning: Ambiguity-Guided Mutual Label Refinery ↗Runqing Jiang, Yan Yan, Jing‐Hao Xue et al.7 citations
  2. Moment-Based Reinforcement Learning for Ensemble Control ↗Yao‐Chi Yu, Vignesh Narayanan, Jr-Shin Li7 citations
  3. Multiview Structural Large Margin Classifier and its Safe Acceleration Strategy ↗Jie Zhao, Yitian Xu7 citations
  4. Newton–Raphson Meets Sparsity: Sparse Learning Via a Novel Penalty and a Fast Solver ↗Yongxiu Cao, Lican Kang, Xuerui Li et al.7 citations
  5. Non-Intrusive Speech Quality Assessment Based on Deep Neural Networks for Speech Communication ↗Miao Liu, Jing Wang, Fei Wang et al.7 citations
  6. On the Role of Entropy-Based Loss for Learning Causal Structure With Continuous Optimization ↗Weilin Chen, Jie Qiao, Ruichu Cai et al.7 citations
  7. Online Active Continual Learning for Robotic Lifelong Object Recognition ↗Xiangli Nie, Zhiguang Deng, Mingdong He et al.7 citations
  8. Painless Stochastic Conjugate Gradient for Large-Scale Machine Learning ↗Zhuang Yang7 citations
  9. Parametrized Constant-Depth Quantum Neuron ↗Jonathan H. A. de Carvalho, Fernando M. de Paula Neto7 citations
  10. PatchNet: Maximize the Exploration of Congeneric Semantics for Weakly Supervised Semantic Segmentation ↗Ke Zhang, Chen Chen, Chun Yuan et al.7 citations
  11. Random Polynomial Neural Networks: Analysis and Design ↗Wei Huang, Yueyue Xiao, Sung‐Kwun Oh et al.7 citations
  12. Relational Consistency Induced Self-Supervised Hashing for Image Retrieval ↗Lu Jin, Zechao Li, Yonghua Pan et al.7 citations
  13. Source-Free Active Domain Adaptation via Augmentation-Based Sample Query and Progressive Model Adaptation ↗Shuang Li, Rui Zhang, Kaixiong Gong et al.7 citations
  14. Task-Related Saliency for Few-Shot Image Classification ↗Zhenyu Zhou, Lei Luo, Sihang Zhou et al.7 citations
  15. Visually Guided Sound Source Separation With Audio-Visual Predictive Coding ↗Zengjie Song, Zhaoxiang Zhang7 citations
  16. Who Should I Engage With at What Time? A Missing Event-Aware Temporal Graph Neural Network ↗Mingyi Liu, Zhiying Tu, Xiaofei Xu et al.7 citations
  17. A Memory-Efficient Federated Kernel Support Vector Machine for Edge Devices ↗Xiaochen Zhou, Xudong Wang6 citations
  18. A Multitask Network for Joint Multispectral Pansharpening on Diverse Satellite Data ↗Dong Wang, Chanyue Wu, Yunpeng Bai et al.6 citations
  19. A New Framework of Collaborative Learning for Adaptive Metric Distillation ↗Hao Liu, Mang Ye, Yan Wang et al.6 citations
  20. Anchor-Enhanced Geographical Entity Representation Learning ↗Renyao Chen, Junye Lei, Hong Liang Yao et al.6 citations
  21. Biologically Plausible Sparse Temporal Word Representations ↗Yuguo Liu, Wenyu Chen, Hanwen Liu et al.6 citations
  22. CIPL: Counterfactual Interactive Policy Learning to Eliminate Popularity Bias for Online Recommendation ↗Yongsen Zheng, Jinghui Qin, Pengxu Wei et al.6 citations
  23. Class-Imbalanced-Aware Distantly Supervised Named Entity Recognition ↗Yuren Mao, Hao Yu, Weiwei Liu et al.6 citations
  24. Deep Reinforcement Learning With Explicit Context Representation ↗Francisco Munguia‐Galeano, Ah‐Hwee Tan, Ze Ji6 citations
  25. Discovering Mathematical Expressions Through DeepSymNet: A Classification-Based Symbolic Regression Framework ↗Min Wu, Weijun Li, Lina Yu et al.6 citations
  26. Distribution Fitting for Combating Mode Collapse in Generative Adversarial Networks ↗Yanxiang Gong, Zhiwei Xie, Guozhen Duan et al.6 citations
  27. Evolutionary Dynamics Optimal Research-Oriented Tumor Immunity Architecture ↗Jiayue Sun, Ying Yan, Fangxiao Cheng et al.6 citations
  28. Fast Broad Multiview Multi-Instance Multilabel Learning (FBM3L) With Viewwise Intercorrelation ↗Qi Lai, Chi‐Man Vong, Jianhang Zhou et al.6 citations
  29. Federated Learning for Data Trading Portfolio Allocation With Autonomous Economic Agents ↗Lei Zhao, Lin Cai, Wu-Sheng Lu6 citations
  30. Hamiltonian Identification via Quantum Ensemble Classification ↗Haixu Yu, Xudong Zhao, Daoyi Dong et al.6 citations
  31. Hierarchical Set-to-Set Representation for 3-D Cross-Modal Retrieval ↗Yu Lian Jiang, Cong Hua, Yifan Feng et al.6 citations
  32. Improving Image Contrastive Clustering Through Self-Learning Pairwise Constraints ↗Yecheng Guo, Liang Bai, Xian Feng Yang et al.6 citations
  33. Knowledge Graph Alignment Under Scarce Supervision: A General Framework With Active Cross-View Contrastive Learning ↗Weixin Zeng, Xiang Hui Zhao, Jiuyang Tang et al.6 citations
  34. Lifelong-MonoDepth: Lifelong Learning for Multidomain Monocular Metric Depth Estimation ↗Junjie Hu, Chenyou Fan, Liguang Zhou et al.6 citations
  35. Multiview Spectral Clustering Based on Consensus Neighbor Strategy ↗Jiayi Tang, Yuping Lai, Xinwang Liu6 citations
  36. One-Click-Based Perception for Interactive Image Segmentation ↗Tao Wang, Haochen Li, Yuhui Zheng et al.6 citations
  37. Online Multi-View Learning With Knowledge Registration Units ↗Sheng Wu, Ancong Wu, Wei‐Shi Zheng6 citations
  38. Out-of-Distribution Detection by Cross-Class Vicinity Distribution of In-Distribution Data ↗Zhilin Zhao, Longbing Cao, Kun-Yu Lin6 citations
  39. Pivotal-Aware Principal Component Analysis ↗Xuelong Li, Pei R. Li, Hongyuan Zhang et al.6 citations
  40. Point Cloud Registration-Driven Robust Feature Matching for 3-D Siamese Object Tracking ↗Haobo Jiang, Kaihao Lan, Le Hui et al.6 citations
  41. Real-Time Decoding of Snapshot Compressive Imaging Using Tensor FISTA-Net ↗Xiao-Yang Liu, Qifan Huang, Xiaochen Han et al.6 citations
  42. Regional Evaluation Study of VFTO Interference to Secondary Side Cables Based on Cloud Model and MARCOS ↗Yongji Wu, Wei Yan, Puliang Du et al.6 citations
  43. Rigorous a Posteriori Error Bounds for PDE-Defined PINNs ↗Birgit Hillebrecht, Benjamin Unger6 citations
  44. Security Versus Accuracy: Trade-Off Data Modeling to Safe Fault Classification Systems ↗Yue Zhuo, Zhihuan Song, Zhiqiang Ge6 citations
  45. Self-Distillation for Randomized Neural Networks ↗Minghui Hu, Ruobin Gao, Ponnuthurai Nagaratnam Suganthan6 citations
  46. Semantic and Correlation Disentangled Graph Convolutions for Multilabel Image Recognition ↗Shaofei Cai, Liang Li, Xinzhe Han et al.6 citations
  47. Temporal Autoregressive Matrix Factorization for High-Dimensional Time Series Prediction of OSS ↗Liang Chen, Yun Yang, Wei Wang6 citations
  48. Temporal–Frequency Attention Focusing for Time Series Extrinsic Regression via Auxiliary Task ↗Lei Ren, Tingyu Mo, Xuejun Cheng et al.6 citations
  49. The Perturbation Analysis of Nonconvex Low-Rank Matrix Robust Recovery ↗Jianwen Huang, Feng Zhang, Jianjun Wang et al.6 citations
  50. Unsupervised Domain Adaptation on Person Reidentification Via Dual-Level Asymmetric Mutual Learning ↗Qiong Wu, Jiahan Li, Pingyang Dai et al.6 citations
  51. Webly Supervised Knowledge-Embedded Model for Visual Reasoning ↗Wenbo Zheng, Lan Yan, Wenwen Zhang et al.6 citations
  52. A Gradient-Aware Search Algorithm for Constrained Markov Decision Processes ↗Sami Khairy, Prasanna Balaprakash, Lin X. Cai5 citations
  53. A Novel Composite Graph Neural Network ↗Zhaogeng Liu, Jielong Yang, Xionghu Zhong et al.5 citations
  54. A Survey on Scenario Theory, Complexity, and Compression-Based Learning and Generalization ↗Roberto Rocchetta, Alexander Mey, Frans Adriaan Oliehoek5 citations
  55. Comparing the Pretrained Models of Source Code by Re-pretraining Under a Unified Setup ↗Changan Niu, Chuanyi Li, Vincent Ng et al.5 citations
  56. Contextual Learning in Fourier Complex Field for VHR Remote Sensing Images ↗Yan Zhang, Xiyuan Gao, Qingyan Duan et al.5 citations
  57. Decentralized H2 Control for Discrete-Time Networked Systems With Positivity Constraint ↗Jason J. R. Liu, Ka‐Wai Kwok, James Lam5 citations
  58. Event-Triggered Learning-Based Fault Accommodation for a Class of Nonlinear Interconnected Systems ↗Dong Ya Zhao, Xiaodong Zhang, Marios M. Polycarpou5 citations
  59. Hybrid-Input Convolutional Neural Network-Based Underwater Image Quality Assessment ↗Wei Liu, Rongxin Cui, Yinglin Li et al.5 citations
  60. Improving Low-Latency Predictions in Multi-Exit Neural Networks via Block-Dependent Losses ↗Dong-Jun Han, Jungwuk Park, Seokil Ham et al.5 citations
  61. Judgment Prediction Based on Tensor Decomposition With Optimized Neural Networks ↗Xiaoding Guo, Lei Zhang, Zhihong Tian5 citations
  62. MetaSeg: Content-Aware Meta-Net for Omni-Supervised Semantic Segmentation ↗Shenwang Jiang, Jianan Li, Ying Wang et al.5 citations
  63. Metafeature Selection via Multivariate Sparse-Group Lasso Learning for Automatic Hyperparameter Configuration Recommendation ↗Liping Deng, Wensheng Chen, Mingqing Xiao5 citations
  64. Multiagent-System-Based Attention Mechanism for Predicting Product Popularity: Handling Positive–Negative Diffusion Over Social Networks ↗Mincan Li, Zidong Wang, Kenli Li et al.5 citations
  65. Neural Network Layer Algebra: A Framework to Measure Capacity and Compression in Deep Learning ↗Alberto Badías, Ashis Gopal Banerjee5 citations
  66. Novel Continuous- and Discrete-Time Neural Networks for Solving Quadratic Minimax Problems With Linear Equality Constraints ↗Xingbao Gao, Li‐Zhi Liao5 citations
  67. PP-NAS: Searching for Plug-and-Play Blocks on Convolutional Neural Networks ↗Anqi Xiao, Biluo Shen, Jie Tian et al.5 citations
  68. Referring Image Segmentation With Fine-Grained Semantic Funneling Infusion ↗Jiaxing Yang, Lihe Zhang, Huchuan Lu5 citations
  69. SMONAC: Supervised Multiobjective Negative Actor–Critic for Sequential Recommendation ↗Fei Zhou, Biao Luo, Zhengke Wu et al.5 citations
  70. Semisupervised Subspace Learning With Adaptive Pairwise Graph Embedding ↗Hebing Nie, Qi Li, Zheng Wang et al.5 citations
  71. Support Matrix Machine via Joint ℓ 2,1 and Nuclear Norm Minimization Under Matrix Completion Framework for Classification of Corrupted Data ↗Imran Razzak, Mohamed Reda Bouadjenek, Raghib Abu Saris et al.5 citations
  72. Teacher–Explorer–Student Learning: A Novel Learning Method for Open Set Recognition ↗Jaeyeon Jang, Chang Ouk Kim5 citations
  73. Universality and Approximation Bounds for Echo State Networks With Random Weights ↗Zhen Li, Yunfei Yang5 citations
  74. Unsupervised Feature Selection via Controllable Adaptive Graph Learning and Discriminative Feature Learning ↗Pei Huang, Mengying Xie, Xiaowei Yang5 citations
  75. A Distributed Proximal Consensus Algorithm for Energy Saving in Ethylene Production ↗Rong Nie, Wenli Du, Ting Wang et al.4 citations
  76. Adaptive Gait Feature Learning Using Mixed Gait Sequence ↗Yifan Chen, Yang Zhao, Xuelong Li4 citations
  77. Advancing Adversarial Training by Injecting Booster Signal ↗Hong Joo Lee, Youngjoon Yu, Yong Man Ro4 citations
  78. An Adaptation-Aware Interactive Learning Approach for Multiple Operational Condition-Based Degradation Modeling ↗Di Wang, Ying Wang, Xiaochen Xian et al.4 citations
  79. Block-Wise Partner Learning for Model Compression ↗Xin Zhang, Weiying Xie, Yunsong Li et al.4 citations
  80. Celebrating Diversity With Subtask Specialization in Shared Multiagent Reinforcement Learning ↗Chenghao Li, Tonghan Wang, Chengjie Wu et al.4 citations
  81. Cooperative Deep Q-Learning Framework for Environments Providing Image Feedback ↗Krishnan Raghavan, Vignesh Narayanan, S. Jagannathan4 citations
  82. D2CFR: Minimize Counterfactual Regret With Deep Dueling Neural Network ↗Huale Li, Xuan Wang, Zengyue Guo et al.4 citations
  83. Differential Neural Network Identifier for Dynamical Systems With Time-Varying State Constraints ↗Ilya Nachevsky, Olga G. Andrianova, Ernest Sleptsov et al.4 citations
  84. Discrete-Time Reinforcement Learning Adaptive Control for Non-Gaussian Distribution of Sampling Intervals ↗Chidentree Treesatayapun4 citations
  85. Discretize Relaxed Solution of Spectral Clustering via a Nonheuristic Algorithm ↗Hongyuan Zhang, Xuelong Li4 citations
  86. Effective Value Analysis of Fuzzy Similarity Relation in HQSS for Efficient Granulation ↗Qinghua Zhang, Fan Zhao, Yunlong Cheng et al.4 citations
  87. Fractal Few-Shot Learning ↗Fobao Zhou, Wenkai Huang4 citations
  88. Global and Local Interactive Perception Network for Referring Image Segmentation ↗Jing Liu, Hongchen Tan, Yongli Hu et al.4 citations
  89. Hyperparameter Learning Under Data Poisoning: Analysis of the Influence of Regularization via Multiobjective Bilevel Optimization ↗Javier Carnerero-Cano, Luis Muñoz-González, Phillippa Spencer et al.4 citations
  90. Improvement of Reinforcement Learning With Supermodularity ↗Ying Meng, Fengyuan Shi, Lixin Tang et al.4 citations
  91. Improving Uncertainty Quantification of Variance Networks by Tree-Structured Learning ↗Wenxuan Ma, Yan Xing, Kun Zhang4 citations
  92. K-Relations-Based Consensus Clustering With Entropy-Norm Regularizers ↗Liang Bai, Jiye Liang4 citations
  93. Mind Reasoning Manners: Enhancing Type Perception for Generalized Zero-Shot Logical Reasoning Over Text ↗Fangzhi Xu, Jun Liu, Qika Lin et al.4 citations
  94. Multimodal Batch-Wise Change Detection ↗Diego Stucchi, Luca Magri, Diego Carrera et al.4 citations
  95. Multitask-Guided Deep Clustering With Boundary Adaptation ↗Xiaobo Zhang, Tao Wang, Xiaole Zhao et al.4 citations
  96. Online Multikernel Learning Method via Online Biconvex Optimization ↗Song‐Nam Hong4 citations
  97. Output Regularization With Cluster-Based Soft Targets ↗Jian-Ping Mei, Wenhao Qiu, Defang Chen et al.4 citations
  98. Probabilistic Keyphrase Generation From Copy and Generating Spaces ↗Yu Yao, Peng Yang, Guangzhen Zhao et al.4 citations
  99. Real-Time Semantic Segmentation via a Densely Aggregated Bilateral Network ↗Shu Yang, Lu Zhang, Shuai Liu et al.4 citations
  100. Representation Learning on Heterostructures via Heterogeneous Anonymous Walks ↗Xuan Guo, Pengfei Jiao, Wang Zhang et al.4 citations

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