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

988 papers · page 8 of 10 · the most cited first · ← IEEE Transactions on Neural Networks and Learning Systems 2023

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  1. Reconstruction of Adaptive Leaky Integrate-and-Fire Neuron to Enhance the Spiking Neural Networks Performance by Establishing Complex Dynamics ↗Quan Liu, Mincheng Cai, Kun Chen et al.10 citations
  2. Robust PAC m : Training Ensemble Models Under Misspecification and Outliers ↗Matteo Zecchin, Sangwoo Park, Osvaldo Simeone et al.10 citations
  3. Robust Symbol Detection Based on Quaternion Neural Networks in Wireless Polarization-Shift-Keying Communications ↗Haotian Chen, Ryo Natsuaki, Akira Hirose10 citations
  4. SSAT++: A Semantic-Aware and Versatile Makeup Transfer Network With Local Color Consistency Constraint ↗Zhaoyang Sun, Yaxiong Chen, Shengwu Xiong10 citations
  5. Three-Stage Global Channel Pruning for Resources-Limited Platform ↗Yijie Chen, Rui Li, Wanli Li et al.10 citations
  6. Adversarial Multi-Teacher Distillation for Semi-Supervised Relation Extraction ↗Wanli Li, Tieyun Qian, Xuhui Li et al.9 citations
  7. Allosteric Feature Collaboration for Model-Heterogeneous Federated Learning ↗Baoyao Yang, Pong Chi Yuen, Yiqun Zhang et al.9 citations
  8. An Off-Policy Reinforcement Learning-Based Adaptive Optimization Method for Dynamic Resource Allocation Problem ↗Baiyang He, Ying Meng, Lixin Tang9 citations
  9. Bayesian-Learning-Based Diffusion Least Mean Square Algorithms Over Networks ↗Fuyi Huang, Sheng Zhang, Wei Xing Zheng9 citations
  10. Bit Reduction for Locality-Sensitive Hashing ↗Huawen Liu, Wenhua Zhou, Hong Zhang et al.9 citations
  11. Consensus Seeking in Large-Scale Multiagent Systems With Hierarchical Switching-Backbone Topology ↗Guangqiang Xie, Haoran Xu, Yang Li et al.9 citations
  12. Deep Into the Domain Shift: Transfer Learning Through Dependence Regularization ↗Shumin Ma, Zhiri Yuan, Qi Wu et al.9 citations
  13. Demystifying and Mitigating Bias for Node Representation Learning ↗Öykü Deniz Köse, Yanning Shen9 citations
  14. Distance-Aware Learning for Inductive Link Prediction on Temporal Networks ↗Zhiqiang Pan, Fei Cai, Xinwang Liu et al.9 citations
  15. Diversifying Collaborative Filtering via Graph Spreading Network and Selective Sampling ↗Yueting Fang, Hao Wu, Yiji Zhao et al.9 citations
  16. Dual Accuracy-Quality-Driven Neural Network for Prediction Interval Generation ↗Giorgio Morales, John W. Sheppard9 citations
  17. Efficient Hybrid Training Method for Neuromorphic Hardware Using Analog Nonvolatile Memory ↗Dongseok Kwon, Sung Yun Woo, Joon Hwang et al.9 citations
  18. Event-Driven Video Restoration With Spiking-Convolutional Architecture ↗Chengzhi Cao, Xueyang Fu, Yurui Zhu et al.9 citations
  19. FuBay: An Integrated Fusion Framework for Hyperspectral Super-Resolution Based on Bayesian Tensor Ring ↗Yinjian Wang, Wei Li, Na Liu‎ et al.9 citations
  20. Graph Neural Network-Based Node Deployment for Throughput Enhancement ↗Yifei Yang, Dongmian Zou, Xiaofan He9 citations
  21. Graph-Structure-Based Multigranular Belief Fusion for Human Activity Recognition ↗Yilin Dong, Xinde Li, Jean Dezert et al.9 citations
  22. Influence of Imperfections on the Operational Correctness of DNN-kWTA Model ↗Wenhao Lu, Chi-Sing Leung, John Sum9 citations
  23. Interaction-and-Response Network for Distantly Supervised Relation Extraction ↗Wei Song, Weishuai Gu, Fuxin Zhu et al.9 citations
  24. Inverse Adversarial Diversity Learning for Network Ensemble ↗Sanping Zhou, Jinjun Wang, Le Wang et al.9 citations
  25. Iterative Deep Structural Graph Contrast Clustering for Multiview Raw Data ↗Zhibin Dong, Jiaqi Jin, Yuyang Xiao et al.9 citations
  26. Learn to Adapt for Self-Supervised Monocular Depth Estimation ↗Qiyu Sun, Gary G. Yen, Yang Shan Tang et al.9 citations
  27. Learning With Incremental Instances and Features ↗Shilin Gu, Yuhua Qian, Chenping Hou9 citations
  28. Long-Term Tracking of Evasive Urban Target Based on Intention Inference and Deep Reinforcement Learning ↗Yan Peng, Jifeng Guo, Xiaojie Su et al.9 citations
  29. Mesh Convolution With Continuous Filters for 3-D Surface Parsing ↗Huan Lei, Naveed Akhtar, Mubarak Shah et al.9 citations
  30. Multiprior Learning Via Neural Architecture Search for Blind Face Restoration ↗Yanjiang Yu, Puyang Zhang, Kaihao Zhang et al.9 citations
  31. Neural Network With a Preference Sampling Paradigm for Imbalanced Data Classification ↗Zhan ao Huang, Yongsheng Sang, Yanan Sun et al.9 citations
  32. One-Stage Shifted Laplacian Refining for Multiple Kernel Clustering ↗Jiali You, Zhenwen Ren, F. Richard Yu et al.9 citations
  33. Online and Robust Intermittent Motion Planning in Dynamic and Changing Environments ↗Zirui Xu, George P. Kontoudis, Kyriakos G. Vamvoudakis9 citations
  34. Sinkhorn Distance Minimization for Adaptive Semi-Supervised Social Network Alignment ↗Jie Jeff Xu, Chaozhuo Li, Feiran Huang et al.9 citations
  35. Taming Self-Supervised Learning for Presentation Attack Detection: De-Folding and De-Mixing ↗Zhe Kong, Wentian Zhang, Feng Liu et al.9 citations
  36. Toward Learning Joint Inference Tasks for IASS-MTS Using Dual Attention Memory With Stochastic Generative Imputation ↗Zhen Wang, Yang Zhang, Yan Pang et al.9 citations
  37. A Low-Latency DNN Accelerator Enabled by DFT-Based Convolution Execution Within Crossbar Arrays ↗Hasita Veluri, Umesh Chand, Chun-Kuei Chen et al.8 citations
  38. A New Grey Wolf Optimizer Tuned Extended Generalized Predictive Control for Distillation Process ↗Jia Ren, Zengqiang Chen, Yikang Yang et al.8 citations
  39. A Signed Subgraph Encoding Approach via Linear Optimization for Link Sign Prediction ↗Zhihong Fang, Shaolin Tan, Yaonan Wang8 citations
  40. AL-SAR: Active Learning for Skeleton-Based Action Recognition ↗Jingyuan Li, Trung Le, Eli Shlizerman8 citations
  41. Adaptive Drive-Response Synchronization of Timescale-Type Neural Networks With Unbounded Time-Varying Delays ↗Peng Wan, Yufeng Zhou, Zhigang Zeng8 citations
  42. Adaptive Dynamic Event-Triggered Distributed Output Observer for Leader–Follower Multiagent Systems Under Directed Graphs ↗Juan Zhang, Huaguang Zhang, Wei Wang et al.8 citations
  43. Attention-Based Multimodal tCNN for Classification of Steady-State Visual Evoked Potentials and Its Application to Gripper Control ↗Jiannan Chen, Fuchun Sun, Wenjun Zhang et al.8 citations
  44. Bayesian Dictionary Learning on Robust Tubal Transformed Tensor Factorization ↗Qilun Luo, Wen Li, Mingqing Xiao8 citations
  45. Brain Network Classification for Accurate Detection of Alzheimer’s Disease via Manifold Harmonic Discriminant Analysis ↗Hongmin Cai, Xiaoqi Sheng, Guorong Wu et al.8 citations
  46. Communication-Efficient and Resilient Distributed Q -Learning ↗Yijing Xie, Shaoshuai Mou, Shreyas Sundaram8 citations
  47. Consistent Arbitrary Style Transfer Using Consistency Training and Self-Attention Module ↗Zheng Zhou, Yue Wu, Yicong Zhou8 citations
  48. Deep Multirepresentation Learning for Data Clustering ↗Mohammadreza Sadeghi, Narges Armanfard8 citations
  49. Distributed Adaptive Output Feedback Consensus for Nonlinear Stochastic Multiagent Systems by Reference Generator Approach ↗Guopin Liu, Ju H. Park, Changchun Hua et al.8 citations
  50. Efficient Bayesian Policy Reuse With a Scalable Observation Model in Deep Reinforcement Learning ↗Jinmei Liu, Zhi Wang, Chunlin Chen et al.8 citations
  51. Federated Data Quality Assessment Approach: Robust Learning With Mixed Label Noise ↗Bixiao Zeng, Xiaodong Yang, Yiqiang Chen et al.8 citations
  52. Federated Discriminative Representation Learning for Image Classification ↗Yupei Zhang, Yifei Wang, Yuxin Li et al.8 citations
  53. Generating Semantic Adversarial Examples via Feature Manipulation in Latent Space ↗Shuo Wang, Shangyu Chen, Tianle Chen et al.8 citations
  54. Global Stability of Fractional Nonlinear Differential Systems With State-Dependent Delayed Impulses ↗Yonggui Kao, Hui Li, Yunlong Liu et al.8 citations
  55. Go Deep or Broad? Exploit Hybrid Network Architecture for Weakly Supervised Object Classification and Localization ↗Shan Gao, Guangqian Guo, Hanqiao Huang et al.8 citations
  56. Hierarchical Weight Averaging for Deep Neural Networks ↗Xiaozhe Gu, Zixun Zhang, Yuncheng Jiang et al.8 citations
  57. INNAbstract: An INN-Based Abstraction Method for Large-Scale Neural Network Verification ↗Fateh Boudardara, Abderraouf Boussif, Pierre-Jean Meyer et al.8 citations
  58. Improving Adversarial Robustness Against Universal Patch Attacks Through Feature Norm Suppressing ↗Cheng Ming Yu, Jiansheng Chen, Yu Wang et al.8 citations
  59. Lifelong Generative Adversarial Autoencoder ↗Fei Ye, Adrian G. Borş8 citations
  60. Long-Run Behavior Estimation of Temporal Boolean Networks With Multiple Data Losses ↗Bowen Li, Qinyao Pan, Jie Zhong et al.8 citations
  61. Multiexperience-Assisted Efficient Multiagent Reinforcement Learning ↗Tianle Zhang, Zhen Liu, Jianqiang Yi et al.8 citations
  62. MultiplexSAGE: A Multiplex Embedding Algorithm for Inter-Layer Link Prediction ↗Luca Gallo, Vito Latora, Alfredo Pulvirenti8 citations
  63. Neural Projection Filter: Learning Unknown Dynamics Driven by Noisy Observations ↗Yangtianze Tao, Jiayi Kang, Stephen S.‐T. Yau8 citations
  64. Neuroadaptive Fault-Tolerant Control Embedded With Diversified Activating Functions With Application to Auto-Driving Vehicles Under Fading Actuation ↗Zhen Gao, Wei Yu, Jun Yan8 citations
  65. Nonessentiality of Reservoir’s Fading Memory for Universality of Reservoir Computing ↗Shuhei Sugiura, Ryo Ariizumi, Toru Asai et al.8 citations
  66. Open-Ended Online Learning for Autonomous Visual Perception ↗Haibin Yu, Yang Cong, Gan Sun et al.8 citations
  67. Overcoming Data Deficiency for Multi-Person Pose Estimation ↗Yan Dai, Xuanhan Wang, Lianli Gao et al.8 citations
  68. PS-Net: A Learning Strategy for Accurately Exposing the Professional Photoshop Inpainting ↗Yushu Zhang, Zhibin Fu, Shuren Qi et al.8 citations
  69. Plug-and-Play Model-Agnostic Counterfactual Policy Synthesis for Deep Reinforcement Learning-Based Recommendation ↗Siyu Wang, Xiaocong Chen, Julian McAuley et al.8 citations
  70. QC-ODKLA: Quantized and Communication- Censored Online Decentralized Kernel Learning via Linearized ADMM ↗Ping Xu, Yue Wang, Xiang Chen et al.8 citations
  71. Relationship Between Nonsmoothness in Adversarial Training, Constraints of Attacks, and Flatness in the Input Space ↗Sekitoshi Kanai, Masanori Yamada, Hiroshi Takahashi et al.8 citations
  72. Robust Switching Time Optimization for Networked Switched Systems via Model Predictive Control ↗Dongxue Peng, Hao Yang, Bin Jiang8 citations
  73. SALR: Sharpness-Aware Learning Rate Scheduler for Improved Generalization ↗Xubo Yue, Maher Nouiehed, Raed Al Kontar8 citations
  74. SOSNet: Real-Time Small Object Segmentation via Hierarchical Decoding and Example Mining ↗Wang Liu, Xudong Kang, Puhong Duan et al.8 citations
  75. STDNet: Rethinking Disentanglement Learning With Information Theory ↗Ziwen Liu, Mingqiang Li, Congying Han et al.8 citations
  76. Self-Lateral Propagation Elevates Synaptic Modifications in Spiking Neural Networks for the Efficient Spatial and Temporal Classification ↗Tielin Zhang, Qingyu Wang, Bo Xu8 citations
  77. Semantic-Aware Dynamic Generation Networks for Few-Shot Human–Object Interaction Recognition ↗Zhong Ji, Ping Nicole An, Xiyao Liu et al.8 citations
  78. Synchronization of Delayed Memristor-Based Neural Networks via Pinning Control With Local Information ↗Zhanyu Yang, Bo Zhao, Derong Liu8 citations
  79. Talking Face Generation With Audio-Deduced Emotional Landmarks ↗Shuyan Zhai, Meng Liu, Yongqiang Li et al.8 citations
  80. Typicality-Aware Adaptive Similarity Matrix for Unsupervised Learning ↗Jie Zhou, Can Gao, Xizhao Wang et al.8 citations
  81. Weakly Supervised Contrastive Learning for Unsupervised Vehicle Reidentification ↗Jongmin Yu, Hyeontaek Oh, Minkyung Kim et al.8 citations
  82. A Generic Self-Supervised Framework of Learning Invariant Discriminative Features ↗Foivos Ntelemis, Yaochu Jin, Spencer A. Thomas7 citations
  83. A Novel k-Means Framework via Constrained Relaxation and Spectral Rotation ↗Jingwei Chen, Shiyu Xie, Hongyun Jiang et al.7 citations
  84. A Recurrent Neural Network Approach for Constrained Distributed Fuzzy Convex Optimization ↗Jingxin Liu, Xiaofeng Liao, Jin Song Dong7 citations
  85. A Robust Initialization of Residual Blocks for Effective ResNet Training Without Batch Normalization ↗Enrico Civitelli, Alessio Sortino, Matteo Lapucci et al.7 citations
  86. AEVAE: Adaptive Evolutionary Autoencoder for Anomaly Detection in Time Series ↗Ali Jameel Hashim, Mohammad Ali Balafar, Jafar Tanha et al.7 citations
  87. Accurate Complementarity Learning for Graph-Based Multiview Clustering ↗Xiaolin Xiao, Yue‐Jiao Gong7 citations
  88. Address the Unseen Relationships: Attribute Correlations in Text Attribute Person Search ↗Xi Yang, Xiaoqi Wang, Nannan Wang et al.7 citations
  89. An Adaptive Region-Based Transformer for Nonrigid Medical Image Registration With a Self-Constructing Latent Graph ↗Sheng Lan, Xiu Li, Zhenhua Guo7 citations
  90. Automatic Learning Rate Adaption for Memristive Deep Learning Systems ↗Yang Zhang, Linlin Shen7 citations
  91. Coarse-to-Fine Contrastive Learning on Graphs ↗Peiyao Zhao, Yuangang Pan, Xin Li et al.7 citations
  92. Communication-Efficient Nonconvex Federated Learning With Error Feedback for Uplink and Downlink ↗Xingcai Zhou, Le Chang, Jinde Cao7 citations
  93. Deep Ring-Block-Wise Network for Hyperspectral Image Classification ↗Changda Xing, Jianlong Zhao, Zhisheng Wang et al.7 citations
  94. Disentangling Stochastic PDE Dynamics for Unsupervised Video Prediction ↗Xinheng Wu, Jie Lü, Zheng Yan et al.7 citations
  95. Effect of Time-Varying Multiplicative Noise on DNN-kWTA Model ↗Wenhao Lu, Yuanjin Zheng, Chi-Sing Leung7 citations
  96. Event-Driven Spiking Learning Algorithm Using Aggregated Labels ↗Xiurui Xie, Yansong Chua, Guisong Liu et al.7 citations
  97. FET-LM: Flow-Enhanced Variational Autoencoder for Topic-Guided Language Modeling ↗Haoqin Tu, Zhongliang Yang, Jinshuai Yang et al.7 citations
  98. Graph Contrastive Learning With Adaptive Proximity-Based Graph Augmentation ↗Wei Zhuo, Guang Tan7 citations
  99. Improving Robustness of Intent Detection Under Adversarial Attacks: A Geometric Constraint Perspective ↗Biqing Qi, Bowen Zhou, Weinan Zhang et al.7 citations
  100. Informative Trajectory Planning Using Reinforcement Learning for Minimum-Time Exploration of Spatiotemporal Fields ↗Zhuo Li, Keyou You, Jian Qiao Sun et al.7 citations

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