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ORCIDIEEE Transactions on Neural Networks and Learning Systems, Volume 35
Volume 35, Number 1, January 2024
- Yiming Li
, Yong Jiang, Zhifeng Li, Shu-Tao Xia:
Backdoor Learning: A Survey. 5-22 - Lei Zhang, Xinbo Gao:
Transfer Adaptation Learning: A Decade Survey. 23-44 - Jun Ye, Yougang Bian, Biao Luo, Manjiang Hu, Biao Xu, Rongjun Ding:
Costate-Supplement ADP for Model-Free Optimal Control of Discrete-Time Nonlinear Systems. 45-59 - Luigi Tommaso Luppino, Mads A. Hansen, Michael Kampffmeyer, Filippo Maria Bianchi, Gabriele Moser, Robert Jenssen, Stian Normann Anfinsen:
Code-Aligned Autoencoders for Unsupervised Change Detection in Multimodal Remote Sensing Images. 60-72 - Mengying Xie, Xiaolan Liu, Xiaowei Yang:
A Nonlocal Self-Similarity-Based Weighted Tensor Low-Rank Decomposition for Multichannel Image Completion With Mixture Noise. 73-87 - Ao Liu, Beibei Li, Tao Li, Pan Zhou, Rui Wang:
AN-GCN: An Anonymous Graph Convolutional Network Against Edge-Perturbing Attacks. 88-102 - Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel:
Federated Generalized Face Presentation Attack Detection. 103-116 - Amit Giloni, Edita Grolman, Tanja Hagemann, Ronald Fromm, Sebastian Fischer, Yuval Elovici, Asaf Shabtai:
BENN: Bias Estimation Using a Deep Neural Network. 117-131 - Zhengeng Yang, Hongshan Yu, Yong He, Wei Sun, Zhi-Hong Mao, Ajmal Mian:
Fully Convolutional Network-Based Self-Supervised Learning for Semantic Segmentation. 132-142 - Jie Liu, Zhan Yu, Daniel W. C. Ho:
Distributed Constrained Optimization With Delayed Subgradient Information Over Time-Varying Network Under Adaptive Quantization. 143-156 - Mingkang Long, Housheng Su, Zhigang Zeng:
Distributed Observer-Based Leader-Follower Consensus of Multiple Euler-Lagrange Systems. 157-168 - Qian Qiu, Housheng Su:
Finite-Time Output Synchronization of Multiple Weighted Reaction-Diffusion Neural Networks With Adaptive Output Couplings. 169-181 - Qinglai Wei, Yugu Li, Jie Zhang, Fei-Yue Wang:
VGN: Value Decomposition With Graph Attention Networks for Multiagent Reinforcement Learning. 182-195 - Jiangzhang Gan, Rongyao Hu, Yujie Mo, Zhao Kang, Liang Peng, Yonghua Zhu, Xiaofeng Zhu:
Multigraph Fusion for Dynamic Graph Convolutional Network. 196-207 - Zhehui Wang, Tao Luo, Rick Siow Mong Goh, Joey Tianyi Zhou:
EDCompress: Energy-Aware Model Compression for Dataflows. 208-220 - Penglong Zhai, Shihua Zhang:
Adversarial Information Bottleneck. 221-230 - Pengfei Zhou, Kaining Ying, Zhenhua Wang, Dongyan Guo, Cong Bai:
Self-Supervised Enhancement for Named Entity Disambiguation via Multimodal Graph Convolution. 231-245 - Xue Dong, Xuemeng Song, Na Zheng, Jianlong Wu, Hongjun Dai, Liqiang Nie:
TryonCM2: Try-on-Enhanced Fashion Compatibility Modeling Framework. 246-257 - Yixiao Ge, Feng Zhu, Dapeng Chen, Rui Zhao, Xiaogang Wang, Hongsheng Li:
Structured Domain Adaptation With Online Relation Regularization for Unsupervised Person Re-ID. 258-271 - Peisong Wang, Xiangyu He, Jian Cheng:
Toward Accurate Binarized Neural Networks With Sparsity for Mobile Application. 272-284 - Jiayue Liu, Jianguo Zhang, Yuncai Wang:
Secure Communication via Chaotic Synchronization Based on Reservoir Computing. 285-299 - Miaomiao Li, Siwei Wang, Xinwang Liu, Suyuan Liu:
Parameter-Free and Scalable Incomplete Multiview Clustering With Prototype Graph. 300-310 - Zhengzhe Liu, Lei Pang, Xiaojuan Qi:
MEN: Mutual Enhancement Networks for Sign Language Recognition and Education. 311-325 - Jiabao Cui, Xuewei Li, Hanbin Zhao, Hui Wang, Bin Li, Xi Li:
Epoch-Evolving Gaussian Process Guided Learning for Classification. 326-337 - Zheng Zhang, Shiming Chen, Yuanshi Zheng:
Cooperative Output Regulation for Linear Multiagent Systems via Distributed Fixed-Time Event-Triggered Control. 338-347 - Bo-Yu Tsai, Sandeep Vara Sankar Diddi, Li-Wei Ko, Shuu-Jiun Wang, Chi-Yuan Chang, Tzyy-Ping Jung:
Development of an Adaptive Artifact Subspace Reconstruction Based on Hebbian/Anti-Hebbian Learning Networks for Enhancing BCI Performance. 348-361 - Kidon Park, Hong-Gyu Jung, Tae-San Eom, Seong-Whan Lee:
Uncertainty-Aware Portfolio Management With Risk-Sensitive Multiagent Network. 362-375 - Edgar S. García-Treviño, Pu Yang, Javier A. Barria:
Wavelet Probabilistic Neural Networks. 376-389 - Fang Liu, Xiaoxue Qian, Licheng Jiao, Xiangrong Zhang, Lingling Li, Yuanhao Cui:
Contrastive Learning-Based Dual Dynamic GCN for SAR Image Scene Classification. 390-404 - Jun Cheng, Lidan Liang, Huaicheng Yan, Jinde Cao, Shengda Tang, Kaibo Shi:
Proportional-Integral Observer-Based State Estimation for Markov Memristive Neural Networks With Sensor Saturations. 405-416 - Huarong Zhao, Hongnian Yu, Li Peng:
Event-Triggered Distributed Data-Driven Iterative Learning Bipartite Formation Control for Unknown Nonlinear Multiagent Systems. 417-427 - Yue Chen, Song Zhu, Mouquan Shen, Xiaoyang Liu, Shiping Wen:
Event-Based Output Quantized Synchronization Control for Multiple Delayed Neural Networks. 428-438 - Chaoran Cui, Jian Zong, Yuling Ma, Xinhua Wang, Lei Guo, Meng Chen, Yilong Yin:
Tri-Branch Convolutional Neural Networks for Top-k Focused Academic Performance Prediction. 439-450 - Yang Xing, Stuart Golodetz, Aluna Everitt, Andrew Markham, Niki Trigoni:
Multiscale Human Activity Recognition and Anticipation Network. 451-465 - Baiyu Peng, Jingliang Duan, Jianyu Chen, Shengbo Eben Li, Genjin Xie, Congsheng Zhang, Yang Guan, Yao Mu, Enxin Sun:
Model-Based Chance-Constrained Reinforcement Learning via Separated Proportional-Integral Lagrangian. 466-478 - Ruichu Cai, Siyu Wu, Jie Qiao, Zhifeng Hao, Keli Zhang, Xi Zhang:
THPs: Topological Hawkes Processes for Learning Causal Structure on Event Sequences. 479-493 - Matija Mavsar, Barry Ridge, Rok Pahic, Jun Morimoto, Ales Ude:
Simulation-Aided Handover Prediction From Video Using Recurrent Image-to-Motion Networks. 494-506 - Jin-Liang Wang, Lin-Hao Zhao, Huai-Ning Wu, Tingwen Huang:
Finite-Time Passivity and Synchronization of Multi-Weighted Complex Dynamical Networks Under PD Control. 507-518 - Mikko Lehtimäki, Lassi Paunonen, Marja-Leena Linne:
Accelerating Neural ODEs Using Model Order Reduction. 519-531 - Ahmad Karambakhsh, Bin Sheng, Ping Li, Huating Li, Jinman Kim, Younhyun Jung, C. L. Philip Chen:
SparseVoxNet: 3-D Object Recognition With Sparsely Aggregation of 3-D Dense Blocks. 532-546 - Keke Huang, Shujie Wu, Bei Sun, Chunhua Yang, Weihua Gui:
Metric Learning-Based Fault Diagnosis and Anomaly Detection for Industrial Data With Intraclass Variance. 547-558 - Yinyan Zhang, Shuai Li, Jian Weng, Bolin Liao:
GNN Model for Time-Varying Matrix Inversion With Robust Finite-Time Convergence. 559-569 - Wen Bai, Peter Xiaoping Liu, Huanqing Wang:
Neural-Network-Based Adaptive Fixed-Time Control for Nonlinear Multiagent Non-Affine Systems. 570-583 - Bocheng Yan, Ben Niu, Xudong Zhao, Huanqing Wang, Wendi Chen, Xiaomei Liu:
Neural-Network-Based Adaptive Event-Triggered Asymptotically Consensus Tracking Control for Nonlinear Nonstrict-Feedback MASs: An Improved Dynamic Surface Approach. 584-597 - Huifeng Zhang, Dong Yue, Chunxia Dou, Gerhard P. Hancke:
Resilient Optimal Defensive Strategy of Micro-Grids System via Distributed Deep Reinforcement Learning Approach Against FDI Attack. 598-608 - Zhehuang Huang, Jinjin Li:
Noise-Tolerant Discrimination Indexes for Fuzzy γ Covering and Feature Subset Selection. 609-623 - Zeyang Zhang, Yidong Chen, Changle Zhou:
Self-Growing Binary Activation Network: A Novel Deep Learning Model With Dynamic Architecture. 624-633 - Hassan Eshkiki, Benjamin Mora, Xianghua Xie:
Fully Connected Networks on a Diet With the Mediterranean Matrix Multiplication. 634-647 - Yahe Yu, Hien T. Tran:
An XGBoost-Based Fitted Q Iteration for Finding the Optimal STI Strategies for HIV Patients. 648-656 - Zhe Liu, Yun Li, Lina Yao, Julian J. McAuley, Sam Dixon:
Rethink, Revisit, Revise: A Spiral Reinforced Self-Revised Network for Zero-Shot Learning. 657-669 - Chao Deng, Dong Yue, Wei-Wei Che, Xiangpeng Xie:
Cooperative Fault-Tolerant Control for a Class of Nonlinear MASs by Resilient Learning Approach. 670-679 - Wen Wen, Fangyu Liang:
Deep Structured State Learning for Next-Period Recommendation. 680-692 - Yao Lu, Le Zhang, Xiaofei Yang, Yicong Zhou:
Efficient Harmonic Neural Networks With Compound Discrete Cosine Transform Filters and Shared Reconstruction Filters. 693-707 - Jiawei Ma, Huanqing Wang, Junfei Qiao:
Adaptive Neural Fixed-Time Tracking Control for High-Order Nonlinear Systems. 708-717 - Kui Ding, Quanxin Zhu, Tingwen Huang:
Prefixed-Time Local Intermittent Sampling Synchronization of Stochastic Multicoupling Delay Reaction-Diffusion Dynamic Networks. 718-732 - Lizeth Gonzalez-Carabarin, Iris A. M. Huijben, Bas Veeling, Alexandre Schmid, Ruud J. G. van Sloun:
Dynamic Probabilistic Pruning: A General Framework for Hardware-Constrained Pruning at Different Granularities. 733-744 - Leimin Wang, Chuan-Ke Zhang:
Exponential Synchronization of Memristor-Based Competitive Neural Networks With Reaction- Diffusions and Infinite Distributed Delays. 745-758 - Guijun Ma, Songpei Xu, Tao Yang, Zhenbang Du, Limin Zhu, Han Ding, Ye Yuan:
A Transfer Learning-Based Method for Personalized State of Health Estimation of Lithium-Ion Batteries. 759-769 - Liyue Shen, John M. Pauly, Lei Xing:
NeRP: Implicit Neural Representation Learning With Prior Embedding for Sparsely Sampled Image Reconstruction. 770-782 - Mingyue Li, Xueyan Yang, Xiaodi Li:
Delayed Impulsive Control for Lag Synchronization of Delayed Neural Networks Involving Partial Unmeasurable States. 783-791 - Mostafa Mehdipour-Ghazi, Lauge Sørensen, Sébastien Ourselin, Mads Nielsen:
CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning From Sporadic Temporal Data. 792-802 - Ning Li, Chengcai Leng, Irene Cheng, Anup Basu, Licheng Jiao:
Dual-Graph Global and Local Concept Factorization for Data Clustering. 803-816 - Jia Long, Dengxiu Yu, Guoxing Wen, Li Li, Zhen Wang, C. L. Philip Chen:
Game-Based Backstepping Design for Strict-Feedback Nonlinear Multi-Agent Systems Based on Reinforcement Learning. 817-830 - Tongcun Liu, Siyuan Lou, Jianxin Liao, Hailin Feng:
Dynamic and Static Representation Learning Network for Recommendation. 831-841 - Jianming Zheng, Fei Cai, Jun Liu, Yanxiang Ling, Honghui Chen:
Multistructure Contrastive Learning for Pretraining Event Representation. 842-854 - Jingda Wu, Zhiyu Huang, Wenhui Huang, Chen Lv:
Prioritized Experience-Based Reinforcement Learning With Human Guidance for Autonomous Driving. 855-869 - Yuhong Xu, Zhiwen Yu, C. L. Philip Chen:
Classifier Ensemble Based on Multiview Optimization for High-Dimensional Imbalanced Data Classification. 870-883 - Yalan Ye, Tongjie Pan, Qianhe Meng, Jingjing Li, Heng Tao Shen:
Online Unsupervised Domain Adaptation via Reducing Inter- and Intra-Domain Discrepancies. 884-898 - Xiao Luo, Wei Ju, Meng Qu, Yiyang Gu, Chong Chen, Minghua Deng, Xian-Sheng Hua, Ming Zhang:
CLEAR: Cluster-Enhanced Contrast for Self-Supervised Graph Representation Learning. 899-912 - Dapeng Li, Hong-Gui Han, Jun-Fei Qiao:
Adaptive NN Controller of Nonlinear State-Dependent Constrained Systems With Unknown Control Direction. 913-922 - Xiong Yang, Mengmeng Xu, Qinglai Wei:
Dynamic Event-Sampled Control of Interconnected Nonlinear Systems Using Reinforcement Learning. 923-937 - Xianjie Guo, Kui Yu, Lin Liu, Fuyuan Cao, Jiuyong Li:
Causal Feature Selection With Dual Correction. 938-951 - Yunkai Lv, Hao Zhang, Zhuping Wang, Huaicheng Yan:
Distributed Localization for Multi-Agent Systems With Random Noise Based on Iterative Learning. 952-960 - Zhihao Wu, Jie Wen, Yong Xu, Jian Yang, Xuelong Li, David Zhang:
Enhanced Spatial Feature Learning for Weakly Supervised Object Detection. 961-972 - Zhiwei Yang, Jing Ma, Hechang Chen, Jiawei Zhang, Yi Chang:
Context-Aware Attentive Multilevel Feature Fusion for Named Entity Recognition. 973-984 - Mengjia Xu, Apoorva Vikram Singh, George Em Karniadakis:
DynG2G: An Efficient Stochastic Graph Embedding Method for Temporal Graphs. 985-998 - Shijie Song, Minglei Zhu, Xiaolin Dai, Dawei Gong:
Model-Free Optimal Tracking Control of Nonlinear Input-Affine Discrete-Time Systems via an Iterative Deterministic Q-Learning Algorithm. 999-1012 - Shujun Zeng, Xueping Wang, Min Liu, Qing Liu, Yaonan Wang:
Anchor Association Learning for Unsupervised Video Person Re-Identification. 1013-1024 - Rui Yang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
NCGNN: Node-Level Capsule Graph Neural Network for Semisupervised Classification. 1025-1039 - Qiang Xi, Xinzhi Liu, Xiaodi Li:
Finite-Time Synchronization of Complex Dynamical Networks via a Novel Hybrid Controller. 1040-1049 - Alberto Castaño, Pablo González, Jaime Alonso González, Juan José del Coz:
Matching Distributions Algorithms Based on the Earth Mover's Distance for Ordinal Quantification. 1050-1061 - Zhun-ga Liu, Liang-Bo Ning, Zuo-Wei Zhang:
A New Progressive Multisource Domain Adaptation Network With Weighted Decision Fusion. 1062-1072 - Jie Wang, Zitao Zhang, Bailing Tian, Qun Zong:
Event-Based Robust Optimal Consensus Control for Nonlinear Multiagent System With Local Adaptive Dynamic Programming. 1073-1086 - Yanyan Ni, Zhen Wang, Xia Huang, Qian Ma, Hao Shen:
Intermittent Sampled-Data Control for Local Stabilization of Neural Networks Subject to Actuator Saturation: A Work-Interval-Dependent Functional Approach. 1087-1097 - Chang Gao, Tobi Delbruck, Shih-Chii Liu:
Spartus: A 9.4 TOp/s FPGA-Based LSTM Accelerator Exploiting Spatio-Temporal Sparsity. 1098-1112 - Qianxin Yi, Chenhao Wang, Kaidong Wang, Yao Wang:
Effective Streaming Low-Tubal-Rank Tensor Approximation via Frequent Directions. 1113-1126 - Yuning Qiu, Guoxu Zhou, Qibin Zhao, Shengli Xie:
Noisy Tensor Completion via Low-Rank Tensor Ring. 1127-1141 - Xiaoqin Zhang, Jingjing Zheng, Li Zhao, Zhengyuan Zhou, Zhouchen Lin:
Tensor Recovery With Weighted Tensor Average Rank. 1142-1156 - Sen Jia, Shuguo Jiang, Shuyu Zhang, Meng Xu, Xiuping Jia:
Graph-in-Graph Convolutional Network for Hyperspectral Image Classification. 1157-1171 - Alberto Fachechi, Adriano Barra, Elena Agliari, Francesco Alemanno:
Outperforming RBM Feature-Extraction Capabilities by "Dreaming" Mechanism. 1172-1181 - Ross Drummond, Matthew C. Turner, Stephen R. Duncan:
Reduced-Order Neural Network Synthesis With Robustness Guarantees. 1182-1191 - Zichen Yan, Wei He, Yuanhang Wang, Liang Sun, Xinbo Yu:
Probabilistic Motion Prediction and Skill Learning for Human-to-Cobot Dual-Arm Handover Control. 1192-1204 - Xiaoyao Zheng, Zhen Ni, Xiangnan Zhong, Yonglong Luo:
Kernelized Deep Learning for Matrix Factorization Recommendation System Using Explicit and Implicit Information. 1205-1216 - Hashim A. Hashim, Kyriakos G. Vamvoudakis:
Adaptive Neural Network Stochastic-Filter-Based Controller for Attitude Tracking With Disturbance Rejection. 1217-1227 - Anass Fahfouh, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Hamid Tairi:
A Contextual Relationship Model for Deceptive Opinion Spam Detection. 1228-1239 - Yufan Wang, Tingting He, Jie Mei, Rui Fan, Xinhui Tu:
A Stack-Propagation Framework With Slot Filling for Multi-Domain Dialogue State Tracking. 1240-1254 - Mengting Xu, Tao Zhang, Zhongnian Li, Daoqiang Zhang:
InfoAT: Improving Adversarial Training Using the Information Bottleneck Principle. 1255-1264 - Hao Jiang, Dong Shen, Shunhao Huang, Xinghuo Yu:
Accelerated Learning Control for Point-to-Point Tracking Systems. 1265-1277 - Botao Jiao, Yinan Guo, Dunwei Gong, Qiuju Chen:
Dynamic Ensemble Selection for Imbalanced Data Streams With Concept Drift. 1278-1291 - Peng Wan, Zhigang Zeng:
Exponential Stability of Impulsive Timescale-Type Nonautonomous Neural Networks With Discrete Time-Varying and Infinite Distributed Delays. 1292-1304 - Chen Lin, Si Chen, Meifang Zeng, Sheng Zhang, Min Gao, Hui Li:
Shilling Black-Box Recommender Systems by Learning to Generate Fake User Profiles. 1305-1319 - Janier Arias-Garcia, Alan Cândido de Souza, Liliane Gade, Jones Yudi Mori, Frederico Coelho, Cristiano Leite Castro, Luiz C. B. Torres, Antônio P. Braga:
Improved Design for Hardware Implementation of Graph-Based Large Margin Classifiers for Embedded Edge Computing. 1320-1329 - Shaolin Tan, Zhihong Fang, Yaonan Wang, Jinhu Lü:
A Timestamp-Based Inertial Best-Response Dynamics for Distributed Nash Equilibrium Seeking in Weakly Acyclic Games. 1330-1340 - Mohamed Ragab, Emadeldeen Eldele, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li:
Self-Supervised Autoregressive Domain Adaptation for Time Series Data. 1341-1351 - Liang Xie, Meishan Zhang, You Li, Wei Qin, Ye Yan, Erwei Yin:
Vision-Language Navigation With Beam-Constrained Global Normalization. 1352-1363 - Haibin Sun, Linlin Hou, Yunliang Wei:
Decentralized Dynamic Event-Triggered Output Feedback Adaptive Fixed-Time Funnel Control for Interconnection Nonlinear systems. 1364-1378 - Zihuan Liu, Shrijita Bhattacharya, Tapabrata Maiti:
Variational Bayes Ensemble Learning Neural Networks With Compressed Feature Space. 1379-1385 - Min-Cheol Sagong, Yoon-Jae Yeo, Yong-Goo Shin, Sung-Jea Ko:
Conditional Convolution Projecting Latent Vectors on Condition-Specific Space. 1386-1393 - Youming Xin, Zunshui Cheng, Jinde Cao, Leszek Rutkowski, Yaning Wang:
Circuit Implementation and Quasi-Stabilization of Delayed Inertial Memristor-Based Neural Networks. 1394-1400 - Bin Zhao, Xuelong Li:
Edge-Aware Network for Flow-Based Video Frame Interpolation. 1401-1408 - Mingjie Cai, Peng Shi, Jinpeng Yu:
Adaptive Neural Finite-Time Control of Non-Strict Feedback Nonlinear Systems With Non-Symmetrical Dead-Zone. 1409-1414 - Feng Zhao, Tiancheng Huang, Donglin Wang:
Graph Few-Shot Learning via Restructuring Task Graph. 1415-1422 - Milosz Stypinski, Marcin Niemiec:
Synchronization of Tree Parity Machines Using Nonbinary Input Vectors. 1423-1429 - Erdem Koyuncu:
Centroidal Clustering of Noisy Observations by Using th Power Distortion Measures. 1430-1438 - Lazhar Labiod, Mohamed Nadif