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

988 papers · page 4 of 10 · the most cited first · ← IEEE Transactions on Neural Networks and Learning Systems 2023

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  1. Multidimensional Pruning and Its Extension: A Unified Framework for Model Compression ↗Jinyang Guo, Dong Xu, Wanli Ouyang30 citations
  2. Neural Network-Based Robust Guaranteed Cost Control for Image-Based Visual Servoing of Quadrotor ↗Xinning Yi, Biao Luo, Yuqian Zhao30 citations
  3. Nonfactoid Question Answering as Query-Focused Summarization With Graph-Enhanced Multihop Inference ↗Yang Deng, Wenxuan Zhang, Weiwen Xu et al.30 citations
  4. Robust Learning-Based Control for Uncertain Nonlinear Systems With Validation on a Soft Robot ↗Minghao Han, Kiwan Wong, Jacob Euler-Rolle et al.30 citations
  5. An FPGA-Implemented Antinoise Fuzzy Recurrent Neural Network for Motion Planning of Redundant Robot Manipulators ↗Zhijun Zhang, Haotian He, Xianzhi Deng29 citations
  6. An Iterative Method for Unsupervised Robust Anomaly Detection Under Data Contamination ↗Minkyung Kim, Jongmin Yu, Junsik Kim et al.29 citations
  7. DSTCNet: Deep Spectro-Temporal-Channel Attention Network for Speech Emotion Recognition ↗Lili Guo, Shifei Ding, Longbiao Wang et al.29 citations
  8. Fast Multiview Clustering by Optimal Graph Mining ↗Jitao Lu, Feiping Nie, Rong Wang et al.29 citations
  9. Fine-Grained Visual–Text Prompt-Driven Self-Training for Open-Vocabulary Object Detection ↗Yanxin Long, Jianhua Han, Runhui Huang et al.29 citations
  10. Gradient Correction for White-Box Adversarial Attacks ↗Hongying Liu, Zhijin Ge, Zhenyu Zhou et al.29 citations
  11. HSGAN: Hyperspectral Reconstruction From RGB Images With Generative Adversarial Network ↗Yuzhi Zhao, Lai-Man Po, Tingyu Lin et al.29 citations
  12. MHW-GAN: Multidiscriminator Hierarchical Wavelet Generative Adversarial Network for Multimodal Image Fusion ↗Cheng Zhao, Peng Yang, Feng C. Zhou et al.29 citations
  13. Multibranch CNN With MLP-Mixer-Based Feature Exploration for High-Performance Disease Diagnosis ↗Zixia Zhou, Md Tauhidul Islam, Lei Xing29 citations
  14. PDE-Based Boundary Adaptive Consensus Control of Multiagent Systems With Input Constraints ↗Wei Zhao, Yu Liu, Xiangqian Yao29 citations
  15. Partial Cross Mapping Based on Sparse Variable Selection for Direct Fault Root Cause Diagnosis for Industrial Processes ↗Qingchao Jiang, Jiashi Jiang, Wenjing Wang et al.29 citations
  16. PreCNet: Next-Frame Video Prediction Based on Predictive Coding ↗Zdeněk Straka, Tomáš Svoboda, Matej Hoffmann29 citations
  17. RGP: Neural Network Pruning Through Regular Graph With Edges Swapping ↗Zhuangzhi Chen, Jingyang Xiang, Yao Lu et al.29 citations
  18. Reducing Urban Traffic Congestion Using Deep Learning and Model Predictive Control ↗Zhun Yin, Tong Liu, Chieh Ross Wang et al.29 citations
  19. Robust Representation Learning for Power System Short-Term Voltage Stability Assessment Under Diverse Data Loss Conditions ↗Lipeng Zhu, Weijia Wen, Yinpeng Qu et al.29 citations
  20. Template-Free Prompting for Few-Shot Named Entity Recognition via Semantic-Enhanced Contrastive Learning ↗Kai He, Rui Mao, Yucheng Huang et al.29 citations
  21. Tensor Learning Meets Dynamic Anchor Learning: From Complete to Incomplete Multiview Clustering ↗Yongyong Chen, Xiaojia Zhao, Zheng Zhang et al.29 citations
  22. 3-D Brain Reconstruction by Hierarchical Shape-Perception Network From a Single Incomplete Image ↗Bowen Hu, Choujun Zhan, Buzhou Tang et al.28 citations
  23. Federated Noisy Client Learning ↗Kahou Tam, Li Li, Bo Han et al.28 citations
  24. Probabilistic Attention Based on Gaussian Processes for Deep Multiple Instance Learning ↗Arne Schmidt, Pablo Morales-Álvarez, Rafael Molina28 citations
  25. Regression-Based Hyperparameter Learning for Support Vector Machines ↗Shili Peng, Wenwu Wang, Yinli Chen et al.28 citations
  26. Semisupervised Progressive Representation Learning for Deep Multiview Clustering ↗Rui Chen, Yongqiang Tang, Yuan Xie et al.28 citations
  27. Separating Noisy Samples From Tail Classes for Long-Tailed Image Classification With Label Noise ↗Chaowei Fang, Lechao Cheng, Yining Mao et al.28 citations
  28. Signal Propagation: The Framework for Learning and Inference in a Forward Pass ↗Adam Kohan, Edward A. Rietman, Hava T. Siegelmann28 citations
  29. 3-D Quantum-Inspired Self-Supervised Tensor Network for Volumetric Segmentation of Medical Images ↗Debanjan Konar, Siddhartha Bhattacharyya, Tapan Kumar Gandhi et al.27 citations
  30. A Novel Robotic Pushing and Grasping Method Based on Vision Transformer and Convolution ↗Sheng Wu Yu, Di‐Hua Zhai, Yuanqing Xia27 citations
  31. An Information-Assisted Deep Reinforcement Learning Path Planning Scheme for Dynamic and Unknown Underwater Environment ↗Meng Xi, Jiachen Yang, Jiabao Wen et al.27 citations
  32. Closing the Gap Between Theory and Practice During Alternating Optimization for GANs ↗Yuanqi Chen, Shangkun Sun, Ge Li et al.27 citations
  33. Collaborative Camouflaged Object Detection: A Large-Scale Dataset and Benchmark ↗Cong Zhang, Hongbo Bi, Tian-Zhu Xiang et al.27 citations
  34. Cross-Channel Specific-Mutual Feature Transfer Learning for Motor Imagery EEG Signals Decoding ↗Donglin Li, Jianhui Wang, Jiacan Xu et al.27 citations
  35. EEG-Based Motor Imagery Recognition Framework via Multisubject Dynamic Transfer and Iterative Self-Training ↗He Wang, Peiyin Chen, Meng Zhang et al.27 citations
  36. Event-Triggered Adaptive Neural Impedance Control of Robotic Systems ↗Shuai Ding, Jinzhu Peng, Hui Zhang et al.27 citations
  37. Neural Adaptive Intermittent Output Feedback Control for Autonomous Underwater Vehicles With Full-State Quantitative Designs ↗Yi Shi, Wei Xie, Weixing Chen et al.27 citations
  38. Repetitive Impedance Learning-Based Physically Human–Robot Interactive Control ↗Tairen Sun, Jiantao Yang, Yongping Pan et al.27 citations
  39. Select, Purify, and Exchange: A Multisource Unsupervised Domain Adaptation Method for Building Extraction ↗Shuang Wang, Qi Zang, Dong Zhao et al.27 citations
  40. Stability and Bifurcation Exploration of Delayed Neural Networks With Radial-Ring Configuration and Bidirectional Coupling ↗Yunxiang Lu, Min Xiao, Jiajin He et al.27 citations
  41. Tunnel Prescribed Control of Nonlinear Systems With Unknown Control Directions ↗Ruihang Ji, Dongyu Li, Shuzhi Sam Ge et al.27 citations
  42. Unsupervised Domain-Adaptive Object Detection via Localization Regression Alignment ↗Zhengquan Piao, Linbo Tang, Baojun Zhao27 citations
  43. A Collaborative Neurodynamic Optimization Approach to Distributed Chiller Loading ↗Zhongying Chen, Jun Wang, Qing‐Long Han26 citations
  44. A Dynamic Gain Fixed-Time Robust ZNN Model for Time-Variant Equality Constrained Quaternion Least Squares Problem With Applications to Multiagent Systems ↗Penglin Cao, Lin Xiao, Yongjun He et al.26 citations
  45. An Adaptive Deep Metric Learning Loss Function for Class-Imbalance Learning via Intraclass Diversity and Interclass Distillation ↗Jie Du, Xiaoci Zhang, Peng Liu et al.26 citations
  46. An Energy-Efficient Bayesian Neural Network Implementation Using Stochastic Computing Method ↗Xiaotao Jia, Huiyi Gu, Yuhao Liu et al.26 citations
  47. Cross-Modal Clustering With Deep Correlated Information Bottleneck Method ↗Xiaoqiang Yan, Yiqiao Mao, Yangdong Ye et al.26 citations
  48. Decoupled Unbiased Teacher for Source-Free Domain Adaptive Medical Object Detection ↗Xinyu Liu, Wuyang Li, Yixuan Yuan26 citations
  49. Granger Causal Inference Based on Dual Laplacian Distribution and Its Application to MI-BCI Classification ↗Peiyang Li, Xiaohui Gao, Cunbo Li et al.26 citations
  50. Graph Convolutional Neural Networks With Diverse Negative Samples via Decomposed Determinant Point Processes ↗Wei Duan, Junyu Xuan, Maoying Qiao et al.26 citations
  51. Learning Visual Affordance Grounding From Demonstration Videos ↗Hongchen Luo, Wei Zhai, Jing Zhang et al.26 citations
  52. Multiagent Reinforcement Learning With Graphical Mutual Information Maximization ↗Shifei Ding, Wei Du, Ling Ding et al.26 citations
  53. Predefined-Time Zeroing Neural Networks With Independent Prior Parameter for Solving Time-Varying Plural Lyapunov Tensor Equation ↗Zhaohui Qi, Yingqiang Ning, Lin Xiao et al.26 citations
  54. Rethinking Pan-Sharpening in Closed-Loop Regularization ↗Man Zhou, Jie Huang, Danfeng Hong et al.26 citations
  55. SOUL-Net: A Sparse and Low-Rank Unrolling Network for Spectral CT Image Reconstruction ↗Xiang Chen, Wenjun Xia, Ziyuan Yang et al.26 citations
  56. Three-Stage Semisupervised Cross-Modal Hashing With Pairwise Relations Exploitation ↗Wentao Fan, Chao Zhang, Huaxiong Li et al.26 citations
  57. A Critical Review of Inductive Logic Programming Techniques for Explainable AI ↗Zheng Zhang, Levent Yılmaz, Bo Liu25 citations
  58. ADP-Based Event-Triggered Constrained Optimal Control on Spatiotemporal Process: Application to Temperature Field in Roller Kiln ↗Binyan Li, Ning Chen, Biao Luo et al.25 citations
  59. AdaptCL: Adaptive Continual Learning for Tackling Heterogeneity in Sequential Datasets ↗Yuqing Zhao, Divya Saxena, Jiannong Cao25 citations
  60. Adaptive Hybrid Optimization Learning-Based Accurate Motion Planning of Multi-Joint Arm ↗Chengchao Bai, Jiawei Zhang, Jifeng Guo et al.25 citations
  61. Homophily-Enhanced Self-Supervision for Graph Structure Learning: Insights and Directions ↗Lirong Wu, Haitao Lin, Zihan Liu et al.25 citations
  62. Modal-Regression-Based Broad Learning System for Robust Regression and Classification ↗Licheng Liu, Tingyun Liu, C. L. Philip Chen et al.25 citations
  63. On Low-Rank Directed Acyclic Graphs and Causal Structure Learning ↗Zhuangyan Fang, Shengyu Zhu, Jiji Zhang et al.25 citations
  64. Propagation Structure Fusion for Rumor Detection Based on Node-Level Contrastive Learning ↗Jiachen Ma, Yong Liu, Meng Han et al.25 citations
  65. Quasi-Synchronization of Discrete-Time-Delayed Heterogeneous-Coupled Neural Networks via Hybrid Impulsive Control ↗Sanbo Ding, Mengxin Sun, Xiangpeng Xie25 citations
  66. Random Online Hashing for Cross-Modal Retrieval ↗Kaihang Jiang, Wai Keung Wong, Xiaozhao Fang et al.25 citations
  67. SSTF-Unet: Spatial–Spectral Transformer-Based U-Net for High-Resolution Hyperspectral Image Acquisition ↗Haibo Liu, Chenguo Feng, Renwei Dian et al.25 citations
  68. STFuse: Infrared and Visible Image Fusion via Semisupervised Transfer Learning ↗Xue Wang, Zheng Guan, Wenhua Qian et al.25 citations
  69. Self-Supervised Monocular Depth Estimation With Self-Perceptual Anomaly Handling ↗Yourun Zhang, Maoguo Gong, Mingyang Zhang et al.25 citations
  70. Self-Supervised Tracking via Target-Aware Data Synthesis ↗Xin Li, Wenjie Pei, Yaowei Wang et al.25 citations
  71. Unsupervised Structure-Adaptive Graph Contrastive Learning ↗Han Zhao, Xu Yang, Cheng Dan Deng et al.25 citations
  72. ViT-MVT: A Unified Vision Transformer Network for Multiple Vision Tasks ↗Tao Xie, Kun Dai, Zhiqiang Jiang et al.25 citations
  73. A Fixed-Time Noise-Tolerance ZNN Model for Time-Variant Inequality-Constrained Quaternion Matrix Least-Squares Problem ↗Lin Xiao, Penglin Cao, Wentong Song et al.24 citations
  74. A Hybrid Neuromorphic Object Tracking and Classification Framework for Real-Time Systems ↗Andrés Ussa, Chockalingam Senthil Rajen, Tarun Pulluri et al.24 citations
  75. Class-Incremental Learning Method With Fast Update and High Retainability Based on Broad Learning System ↗Jie Du, Peng Liu, Chi‐Man Vong et al.24 citations
  76. Design, Analysis, and Application of a Discrete Error Redefinition Neural Network for Time-Varying Quadratic Programming ↗Lunan Zheng, Weiqi Yu, Zongqing Xu et al.24 citations
  77. Enhancing Unsupervised Anomaly Detection With Score-Guided Network ↗Zongyuan Huang, Baohua Zhang, Guoqiang Hu et al.24 citations
  78. Fault-Tolerant Attitude Tracking Control Driven by Spiking NNs for Unmanned Aerial Vehicles ↗Wei Yu, Ning Yang, Zhijiong Wang et al.24 citations
  79. Foregroundness-Aware Task Disentanglement and Self-Paced Curriculum Learning for Domain Adaptive Object Detection ↗Yabo Liu, Jinghua Wang, Linhui Xiao et al.24 citations
  80. Improving the Timing Resolution of Positron Emission Tomography Detectors Using Boosted Learning—A Residual Physics Approach ↗Stephan Naunheim, Yannick Kuhl, David Schug et al.24 citations
  81. Incremental Incomplete Concept-Cognitive Learning Model: A Stochastic Strategy ↗Zhiming Liu, Jinhai Li, Xiao Zhang et al.24 citations
  82. Interactive Feature Embedding for Infrared and Visible Image Fusion ↗Fan Zhao, Wenda Zhao, Huchuan Lu24 citations
  83. Lifelong Learning With Cycle Memory Networks ↗Jian Peng, Dingqi Ye, Bo Tang et al.24 citations
  84. MGCNRF: Prediction of Disease-Related miRNAs Based on Multiple Graph Convolutional Networks and Random Forest ↗Yi Yang, Yan Sun, Feng Li et al.24 citations
  85. Neural Networks for Portfolio Analysis With Cardinality Constraints ↗Xinwei Cao, Shuai Li24 citations
  86. State Estimation of Switched Time-Delay Complex Networks With Strict Decreasing LKF ↗Meijie Zhang, Xinsong Yang, Qihan Qi et al.24 citations
  87. Synchronization of Markov Jump Neural Networks With Communication Constraints via Asynchronous Output Feedback Control ↗Jie Tao, Zhenyu Wu, Zehui Xiao et al.24 citations
  88. A Distance Transformation Deep Forest Framework With Hybrid-Feature Fusion for CXR Image Classification ↗Qingqi Hong, Lingli Lin, Zihan Li et al.23 citations
  89. A Generalized Nesterov-Accelerated Second-Order Latent Factor Model for High-Dimensional and Incomplete Data ↗Weiling Li, Renfang Wang, Xin Luo23 citations
  90. A Multichannel Convolutional Decoding Network for Graph Classification ↗Mingjian Guang, Chungang Yan, Yuhua Xu et al.23 citations
  91. Continuous-Time Reinforcement Learning Control: A Review of Theoretical Results, Insights on Performance, and Needs for New Designs ↗Brent Wallace, Jennie Si23 citations
  92. Exponential Synchronization of Coupled Inertial Neural Networks With Hybrid Delays and Stochastic Impulses ↗Lulu Li, Qian Cui, Jinde Cao et al.23 citations
  93. HeGCL: Advance Self-Supervised Learning in Heterogeneous Graph-Level Representation ↗Gen Shi, Yifan Zhu, Jian K. Liu et al.23 citations
  94. Higher Order Polynomial Transformer for Fine-Grained Freezing of Gait Detection ↗Renfei Sun, Kun Hu, Kaylena A. Ehgoetz Martens et al.23 citations
  95. Learning-Based Slip Detection for Dexterous Manipulation Using GelStereo Sensing ↗Shaowei Cui, Shuo Wang, Rui Wang et al.23 citations
  96. Maximum Correntropy Filtering for Complex Networks With Uncertain Dynamical Bias: Enabling Componentwise Event-Triggered Transmission ↗Weihao Song, Zidong Wang, Zhongkui Li et al.23 citations
  97. One-Step Multiview Fuzzy Clustering With Collaborative Learning Between Common and Specific Hidden Space Information ↗Wei Zhang, Zhaohong Deng, Te Zhang et al.23 citations
  98. Physical Adversarial Attacks for Surveillance: A Survey ↗Kien Nguyen, Tharindu Fernando, Clinton Fookes et al.23 citations
  99. Reinforcement Learning Control With Knowledge Shaping ↗Xiang Hui Gao, Jennie Si, He Huang23 citations
  100. Road Network-Guided Fine-Grained Urban Traffic Flow Inference ↗Lingbo Liu, Mengmeng Liu, Guanbin Li et al.23 citations

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