IEEE Transactions on Neural Networks and Learning Systems 2023: all accepted papers
- Clustering Enhanced Multiplex Graph Contrastive Representation Learning ↗Ruiwen Yuan, Yongqiang Tang, Yajing Wu et al.13 citations
- Complete Stability of Neural Networks With Extended Memristors ↗Mauro Di Marco, Mauro Forti, Riccardo Moretti et al.13 citations
- Computation-Efficient Fault Detection Framework for Partially Known Nonlinear Distributed Parameter Systems ↗Yun Wen Feng, Yaonan Wang, Yang Mo et al.13 citations
- Concurrent Learning-Based Adaptive Control of Underactuated Robotic Systems With Guaranteed Transient Performance for Both Actuated and Unactuated Motions ↗Tong Yang, Ning Sun, Zhuoqing Liu et al.13 citations
- Curved Geometric Networks for Visual Anomaly Recognition ↗Jie Hong, Pengfei Fang, Weihao Li et al.13 citations
- Domain-Adaptive Graph Attention-Supervised Network for Cross-Network Edge Classification ↗Xiao Xia Shen, Mengqiu Shao, Shirui Pan et al.13 citations
- Dynamic Event-Driven Finite-Horizon Optimal Consensus Control for Constrained Multiagent Systems ↗Lijie Wang, Jiahong Xu, Yang Liu et al.13 citations
- Enhanced Results on Sampled-Data Synchronization for Chaotic Neural Networks With Actuator Saturation Using Parameterized Control ↗Seong-Hyeon Jo, Wookyong Kwon, Sang Jun Lee et al.13 citations
- Fusion PCAM R-CNN of Automatic Segmentation for Magnetic Flux Leakage Defects ↗Zhujun Wang, Lijian Yang, Tianhe Sun et al.13 citations
- Heuristic Heterogeneous Graph Reasoning Networks for Fact Verification ↗Lianwei Wu, Dengxiu Yu, Pusheng Liu et al.13 citations
- Interest HD: An Interest Frame Model for Recommendation Based on HD Image Generation ↗Weikang He, Yunpeng Xiao, Tun Li et al.13 citations
- Learning Relation-Enhanced Hierarchical Solver for Math Word Problems ↗Xin Lin, Zhenya Huang, Hongke Zhao et al.13 citations
- Multistability and Robustness of Competitive Neural Networks With Time-Varying Delays ↗Song Zhu, Jiahui Zhang, Xiaoyang Liu et al.13 citations
- Neural Improvement Heuristics for Graph Combinatorial Optimization Problems ↗Andoni I. Garmendia, Josu Ceberio, Alexander Mendiburu13 citations
- PMSGAN: Parallel Multistage GANs for Face Image Translation ↗Changcheng Liang, Mingrui Zhu, Nannan Wang et al.13 citations
- Perturbed Progressive Learning for Semisupervised Defect Segmentation ↗Yao Wu, Mingwei Xing, Yachao Zhang et al.13 citations
- Safe Reinforcement Learning via a Model-Free Safety Certifier ↗Amir Modares, Nasser Sadati, Babak Esmaeili et al.13 citations
- Simultaneous Optimization of Discrete and Continuous Parameters Defining a Robot Morphology and Controller ↗Ryosuke Koike, Ryo Ariizumi, Fumitoshi Matsuno13 citations
- Staleness-Reduction Mini-Batch K-Means ↗Xueying Zhu, Jie Sun, Zhenhao He et al.13 citations
- Two Novel Noise-Suppression Projection Neural Networks With Fixed-Time Convergence for Variational Inequalities and Applications ↗Xinsong Yang, Xingxing Ju, Peng Jia Shi et al.13 citations
- Uncertainty-Adjusted Recommendation via Matrix Factorization With Weighted Losses ↗Rodrigo Augusto da Silva Alves, Antoine Ledent, Marius Kloft13 citations
- Which Samples Should Be Learned First: Easy or Hard? ↗Xiaoling Zhou, Ou Wu13 citations
- A Thompson Sampling Algorithm With Logarithmic Regret for Unimodal Gaussian Bandit ↗Long Yang, Zhao Li, Zehong Hu et al.12 citations
- Adaptive Neurodynamic Approach to Multiple Constrained Distributed Resource Allocation ↗Linhua Luan, Sitian Qin12 citations
- An Information Fusion System-Driven Deep Neural Networks With Application to Cancer Mortality Risk Estimate ↗Cheng‐Hong Yang, Sin‐Hua Moi, Li‐Yeh Chuang et al.12 citations
- Community Detection via Multihop Nonnegative Matrix Factorization ↗Jiewen Guan, Bilian Chen, Xin Sunny Huang12 citations
- Constrained Maximum Cross-Domain Likelihood for Domain Generalization ↗Jianxin Lin, Yongqiang Tang, Junping Wang et al.12 citations
- Context-Aware Proposal–Boundary Network With Structural Consistency for Audiovisual Event Localization ↗Hao Wang, Zheng-Jun Zha, Liang Li et al.12 citations
- Coupling Global Context and Local Contents for Weakly-Supervised Semantic Segmentation ↗Chunyan Wang, Dong liang Zhang, Liyan Zhang et al.12 citations
- Demand Peak Forecasting of the Fused Magnesia Furnace Group With Model Prediction and Adaptive Deep Learning ↗Yuheng Liu, Tianyou Chai12 citations
- Dual Attention Adversarial Attacks With Limited Perturbations ↗Mingxing Duan, Yunchuan Qin, Jiayan Deng et al.12 citations
- Event-Triggered Adaptive Antidisturbance Switching Control for Switched Systems With Dynamic Neural Network Disturbance Modeling ↗Ying Hong Zhao, Yuxuan Gao, Hong Sang et al.12 citations
- Few-Shot Object Detection With Self-Supervising and Cooperative Classifier ↗Di Qi, Jilin Hu, Jianbing Shen12 citations
- GLGAN-VC: A Guided Loss-Based Generative Adversarial Network for Many-to-Many Voice Conversion ↗Sandipan Dhar, Nanda Dulal Jana, Swagatam Das12 citations
- Going Deeper, Generalizing Better: An Information-Theoretic View for Deep Learning ↗Jingwei Zhang, Tongliang Liu, Dacheng Tao12 citations
- Hyperspectral Blind Unmixing Using a Double Deep Image Prior ↗Chao Zhou, Miguel R. D. Rodrigues12 citations
- InOR-Net: Incremental 3-D Object Recognition Network for Point Cloud Representation ↗Jiahua Dong, Yang Cong, Gan Sun et al.12 citations
- Iterative Multiview Subspace Learning for Unpaired Multiview Clustering ↗Wanqi Yang, Like Xin, Lei Wang et al.12 citations
- Learning Generative Models Using Denoising Density Estimators ↗Siavash Bigdeli, Geng Cheng Lin, L. Andrea Dunbar et al.12 citations
- Manipulating Identical Filter Redundancy for Efficient Pruning on Deep and Complicated CNN ↗Tianxiang Hao, Xiaohan Ding, Jungong Han et al.12 citations
- Mild Policy Evaluation for Offline Actor–Critic ↗Longyang Huang, Botao Dong, Jinhui Lu et al.12 citations
- RL-Chord: CLSTM-Based Melody Harmonization Using Deep Reinforcement Learning ↗Shulei Ji, Xinyu Yang, Jing Luo et al.12 citations
- Resource-Constrained Multisource Instance-Based Transfer Learning ↗Mohammad Askarizadeh, Alireza Morsali, Kim Khoa Nguyen12 citations
- SASAN: Shape-Adaptive Set Abstraction Network for Point-Voxel 3D Object Detection ↗Hui Zhang, Guiyang Luo, Xiao Wang et al.12 citations
- Selective Contrastive Learning for Unpaired Multi-View Clustering ↗Like Xin, Wanqi Yang, Lei Wang et al.12 citations
- Self-Organizing Robust Fuzzy Neural Network for Nonlinear System Modeling ↗Honggui Han, Jiaqian Wang, Zheng Liu et al.12 citations
- Semi-Supervised Detection Model Based on Adaptive Ensemble Learning for Medical Images ↗Jingchen Li, Haobin Shi, Wenbai Chen et al.12 citations
- Semisupervised Change Detection Based on Bihierarchical Feature Aggregation and Extraction Network ↗Mingyang Zhang, Tianqi Gao, Maoguo Gong et al.12 citations
- Spike Attention Coding for Spiking Neural Networks ↗Jiawen Liu, Yifan Hu, Guoqi Li et al.12 citations
- Tensor Completion Using Bilayer Multimode Low-Rank Prior and Total Variation ↗Haijin Zeng, Shaoguang Huang, Yongyong Chen et al.12 citations
- Tensor-Empowered Adaptive Learning for Few-Shot Streaming Tasks ↗Bocheng Ren, Laurence Tianruo Yang, Qingchen Zhang et al.12 citations
- Weakly Supervised Temporal Action Localization With Bidirectional Semantic Consistency Constraint ↗Guozhang Li, De Cheng, Xinpeng Ding et al.12 citations
- Zero-Shot Human–Object Interaction Detection via Similarity Propagation ↗Daoming Zong, Shiliang Sun12 citations
- A Fast Evolutionary Knowledge Transfer Search for Multiscale Deep Neural Architecture ↗Ruohan Zhang, Licheng Jiao, Dan Wang et al.11 citations
- A Novel Public Sentiment Analysis Method Based on an Isomerism Learning Model via Multiphase Processing ↗Zhihao Hao, Guancheng Wang, Bob Zhang et al.11 citations
- CoSeg: Cognitively Inspired Unsupervised Generic Event Segmentation ↗Xiao Wang, Jingen Liu, Tao Mei et al.11 citations
- Confusion Region Mining for Crowd Counting ↗Jiawen Zhu, Wenda Zhao, Libo Yao et al.11 citations
- Cyclical Curriculum Learning ↗H. Toprak Kesgin, Mehmet Fatih Amasyalı11 citations
- DCCD: Reducing Neural Network Redundancy via Distillation ↗Liu Yuang, Jun Chen, Yong Liu11 citations
- Delicately Reinforced k-Nearest Neighbor Classifier Combined With Expert Knowledge Applied to Abnormity Forecast in Electrolytic Cell ↗Jue Shi, Xiaofang Chen, Yongfang Xie et al.11 citations
- Designing Efficient Bit-Level Sparsity-Tolerant Memristive Networks ↗Bo Lyu, Shiping Wen, Yin Yang et al.11 citations
- Discriminative Deep Canonical Correlation Analysis for Multi-View Data ↗Debamita Kumar, Pradipta Maji11 citations
- Distributed Optimization of Graph Convolutional Network Using Subgraph Variance ↗Taige Zhao, Xiangyu Song, Man Li et al.11 citations
- Dynamics-Adaptive Continual Reinforcement Learning via Progressive Contextualization ↗Tiantian Zhang, Zichuan Lin, Yuxing Wang et al.11 citations
- Fast Clustering via Maximizing Adaptively Within-Class Similarity ↗Jingjing Xue, Feiping Nie, Rong Wang et al.11 citations
- Hierarchical Adversarial Inverse Reinforcement Learning ↗Jiayu Chen, Tian Lan, Vaneet Aggarwal11 citations
- IWDA: Importance Weighting for Drift Adaptation in Streaming Supervised Learning Problems ↗Filippo Fedeli, Alberto Maria Metelli, Francesco Trovò et al.11 citations
- Informative Data Selection With Uncertainty for Multimodal Object Detection ↗Xinyu Zhang, Zhiwei Li, Zhenhong Zou et al.11 citations
- Multimodal Continual Learning for Process Monitoring: A Novel Weighted Canonical Correlation Analysis With Attention Mechanism ↗Jingxin Zhang, James Xiao, Maoyin Chen et al.11 citations
- New Results on Rapid Dynamical Pattern Recognition via Deterministic Learning From Sampling Sequences ↗Weiming Wu, Jingtao Hu, Fukai Zhang et al.11 citations
- Proposal Distribution Calibration for Few-Shot Object Detection ↗Bohao Li, Chang Liu, Mengnan Shi et al.11 citations
- STEdge: Self-Training Edge Detection With Multilayer Teaching and Regularization ↗Yunfan Ye, Renjiao Yi, Zhiping Cai et al.11 citations
- Seeking a Hierarchical Prototype for Multimodal Gesture Recognition ↗Yunan Li, Tianyu Qi, Zhuoqi Ma et al.11 citations
- Semantic Consistency Reasoning for 3-D Object Detection in Point Clouds ↗Wenwen Wei, Ping Wei, Zhimin Liao et al.11 citations
- SemiHAR: Improving Semisupervised Human Activity Recognition via Multitask Learning ↗Chixuan Wei, Zhihai Wang, Jidong Yuan et al.11 citations
- Stability Analysis of Fractional Bidirectional Associative Memory Neural Networks With Multiple Proportional Delays and Distributed Delays ↗Xiaomeng Gao, Yajing Li, Xinyi Liu et al.11 citations
- Variable Gain Impulsive Synchronization for Discrete-Time Delayed Neural Networks and Its Application in Digital Secure Communication ↗Wu‐Hua Chen, Yufan Chen, Wei Xing Zheng11 citations
- A Human–Machine Joint Learning Framework to Boost Endogenous BCI Training ↗Hanwen Wang, Yu Qi, Lin Yao et al.10 citations
- A Review of Convex Clustering From Multiple Perspectives: Models, Optimizations, Statistical Properties, Applications, and Connections ↗Qiying Feng, C. L. Philip Chen, Licheng Liu10 citations
- Asymptotic Stability of Delayed Boolean Networks With Random Data Dropouts ↗Chi Huang, Wenjun Xiong, Jianquan Lu et al.10 citations
- Benchmarking the Robustness of Instance Segmentation Models ↗Yusuf Dalva, Hamza Pehlivan, Said Fahri Altindis et al.10 citations
- Class-Level Logit Perturbation ↗Mengyang Li, Fengguang Su, Ou Wu et al.10 citations
- Data-Driven Internal Model Learning Control for Nonlinear Systems ↗Huimin Zhang, Ronghu Chi, Biao Huang10 citations
- Dissimilarity-Preserving Representation Learning for One-Class Time Series Classification ↗Stefano Mauceri, James S. Sweeney, Miguel Nicolau et al.10 citations
- Divide and Retain: A Dual-Phase Modeling for Long-Tailed Visual Recognition ↗Hu Zhang, Linchao Zhu, Xiaohan Wang et al.10 citations
- Enhanced Scalable Graph Neural Network via Knowledge Distillation ↗Chengyuan Mai, Yaomin Chang, Chuan Chen et al.10 citations
- Feature-Based Interpolation and Geodesics in the Latent Spaces of Generative Models ↗Łukasz Struski, Michał Sadowski, Tomasz Danel et al.10 citations
- GDCNet: Graph Enrichment Learning via Graph Dropping Convolutional Networks ↗Bo Jiang, Yong Chen, Beibei Wang et al.10 citations
- Graph Neural Networks With High-Order Polynomial Spectral Filters ↗Zeyuan Zeng, Qinke Peng, Mou Xu et al.10 citations
- HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture Search ↗Di Wang, Bo Du, Liangpei Zhang et al.10 citations
- Integrating Relational Knowledge With Text Sequences for Script Event Prediction ↗Zikang Wang, Linjing Li, Daniel Dajun Zeng10 citations
- Learning Multi-Agent Cooperation via Considering Actions of Teammates ↗Shanqi Liu, Weiwei Liu, Wenzhou Chen et al.10 citations
- M2DCapsN: Multimodal, Multichannel, and Dual-Step Capsule Network for Natural Language Moment Localization ↗Nayu Liu, Xian Sun, Hongfeng Yu et al.10 citations
- Memory-Dependent Computation and Learning in Spiking Neural Networks Through Hebbian Plasticity ↗Thomas Limbacher, Ozan Özdenizci, Robert A. Legenstein10 citations
- Microseismic Signal Reconstruction From Strong Complex Noise Using Low-Rank Structure Extraction and Dual Convolutional Neural Networks ↗Chao Zhang, Mirko van der Baan10 citations
- Multicomponent Adversarial Domain Adaptation: A General Framework ↗Chang’an Yi, Haotian Chen, Yonghui Xu et al.10 citations
- Neural Observer With Lyapunov Stability Guarantee for Uncertain Nonlinear Systems ↗Song Chen, Shengze Cai, Tehuan Chen et al.10 citations
- Neuro-Optimal Event-Triggered Impulsive Control for Stochastic Systems via ADP ↗Mingming Liang, Derong Liu10 citations
- Ordinal Regression With Pinball Loss ↗Guangzheng Zhong, Yanshan Xiao, Bo Liu et al.10 citations
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