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An Adaptive Deep Metric Learning Loss Function for Class-Imbalance Learning via Intraclass Diversity and Interclass Distillation Journal article
Du,Jie, Zhang,Xiaoci, Liu,Peng, Vong,Chi Man, Wang,Tianfu. An Adaptive Deep Metric Learning Loss Function for Class-Imbalance Learning via Intraclass Diversity and Interclass Distillation[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(11), 15372-15386.
Authors:  Du,Jie;  Zhang,Xiaoci;  Liu,Peng;  Vong,Chi Man;  Wang,Tianfu
Favorite | TC[WOS]:5 TC[Scopus]:9  IF:10.2/10.4 | Submit date：2023/08/03
Class-imbalance Learning (Cil)  Correlation  Deep Metric Learning (Dml)  Diverse And Discriminant Feature  Face Recognition  Feature Extraction  Learning Systems  Loss Function With Adaptive Weights  Semantic Correlations Between Classes  Semantics  Task Analysis  Ultrasonic Imaging  
Tensor Learning Meets Dynamic Anchor Learning: From Complete to Incomplete Multiview Clustering Journal article
Chen,Yongyong, Zhao,Xiaojia, Zhang,Zheng, Liu,Youfa, Su,Jingyong, Zhou,Yicong. Tensor Learning Meets Dynamic Anchor Learning: From Complete to Incomplete Multiview Clustering[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(11), 15332-15345.
Authors:  Chen,Yongyong;  Zhao,Xiaojia;  Zhang,Zheng;  Liu,Youfa;  Su,Jingyong; et al.
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:10.2/10.4 | Submit date：2023/08/03
Bipartite Graph  Bipartite Graph Learning (Bgl)  Correlation  Excavation  Incomplete Multiview Clustering (Imvc)  Kernel  Low-rank Tensor Learning  Multiview Clustering (Mvc)  Optimization  Task Analysis  Tensors  
STGlow: A Flow-Based Generative Framework With Dual-Graphormer for Pedestrian Trajectory Prediction Journal article
Rongqin Liang, Yuanman Li, Jiantao Zhou, Xia Li. STGlow: A Flow-Based Generative Framework With Dual-Graphormer for Pedestrian Trajectory Prediction[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(11), 16504-16517.
Authors:  Rongqin Liang;  Yuanman Li;  Jiantao Zhou;  Xia Li
Favorite | TC[WOS]:7 TC[Scopus]:10  IF:10.2/10.4 | Submit date：2023/08/28
Trajectory  Pedestrians  Behavioral Sciences  Task Analysis  Transformers  Data Models  Predictive Models  Attention Mechanism  Deep Neural Network  Generative Flow  Graph Learning  Trajectory Prediction  
Fast Broad Multiview Multi-Instance Multilabel Learning (FBM3L) With Viewwise Intercorrelation Journal article
Lai,Qi, Vong,Chi Man, Zhou,Jianhang, Zhou,Yimin, Chen,C. L.P.. Fast Broad Multiview Multi-Instance Multilabel Learning (FBM3L) With Viewwise Intercorrelation[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(11), 15415-15426.
Authors:  Lai,Qi;  Vong,Chi Man;  Zhou,Jianhang;  Zhou,Yimin;  Chen,C. L.P.
Favorite | TC[WOS]:4 TC[Scopus]:3  IF:10.2/10.4 | Submit date：2023/08/03
Broad Learning System (Bls)  Correlation  Deep Learning  Diverse Correlations  Electronic Mail  Graph Convolutional Network (Gcn)  Learning Systems  Multiview Multi-instance Multilabel Learning (M3l)  Object Recognition  Task Analysis  Training  Viewwise Intercorrelation  
From Cluster Assumption to Graph Convolution: Graph-Based Semi-Supervised Learning Revisited Journal article
Wang, Zheng, Ding, Hongming, Pan, Li, Li, Jianhua, Gong, Zhiguo, Yu, Philip S.. From Cluster Assumption to Graph Convolution: Graph-Based Semi-Supervised Learning Revisited[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024.
Authors:  Wang, Zheng;  Ding, Hongming;  Pan, Li;  Li, Jianhua;  Gong, Zhiguo; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:10.2/10.4 | Submit date：2024/11/05
Data Mining  Graph Convolutional Neural Networks  Graph-based Semi-supervised Learning (Gssl)  
Logical Relation Inference and Multiview Information Interaction for Domain Adaptation Person Re-Identification Journal article
Li,Shuang, Li,Fan, Li,Jinxing, Li,Huafeng, Zhang,Bob, Tao,Dapeng, Gao,Xinbo. Logical Relation Inference and Multiview Information Interaction for Domain Adaptation Person Re-Identification[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(10), 14770-14782.
Authors:  Li,Shuang;  Li,Fan;  Li,Jinxing;  Li,Huafeng;  Zhang,Bob; et al.
Favorite | TC[WOS]:11 TC[Scopus]:14  IF:10.2/10.4 | Submit date：2023/08/03
Domain Adaptation  Logical Relation Inference (Lri)  Multiview Information Interaction (Mvii)  Person Re-identification (Re-id)  
Class-Incremental Learning Method With Fast Update and High Retainability Based on Broad Learning System Journal article
Jie Du, Peng Liu, Chi Man Vong, Chuangquan Chen, Tianfu Wang, C. L.P. Chen. Class-Incremental Learning Method With Fast Update and High Retainability Based on Broad Learning System[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(8), 11332-11345.
Authors:  Jie Du;  Peng Liu;  Chi Man Vong;  Chuangquan Chen;  Tianfu Wang; et al.
Favorite | TC[WOS]:8 TC[Scopus]:7  IF:10.2/10.4 | Submit date：2023/08/03
Broad Learning System (Bls)  Catastrophic Forgetting  Class Correlations  Class-incremental Learning (Cil)  Recursive Update Rule  
Decentralized H_2 Control for Discrete-Time Networked Systems with Positivity Constraint Journal article
Liu, Jason J. R., Kwok, Ka-Wai, Lam, James. Decentralized H_2 Control for Discrete-Time Networked Systems with Positivity Constraint[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(8), 11613-11619.
Authors:  Liu, Jason J. R.;  Kwok, Ka-Wai;  Lam, James
Adobe PDF | Favorite | TC[WOS]:10 TC[Scopus]:2  IF:10.2/10.4 | Submit date：2023/06/19
Discrete-time Systems  H-2 State-feedback Control  Networked Systems  Positive Systems  
Bionic Swarm Control Based on Second-Order Communication Topology Journal article
Yu, Dengxiu, Xu, Hao, Jin, Xiaoyue, Yin, Qiang, Wang, Zhen, Chen, C. L.Philip, Li, Xuelong. Bionic Swarm Control Based on Second-Order Communication Topology[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(6), 8373-8385.
Authors:  Yu, Dengxiu;  Xu, Hao;  Jin, Xiaoyue;  Yin, Qiang;  Wang, Zhen; et al.
Favorite | TC[WOS]:5 TC[Scopus]:7  IF:10.2/10.4 | Submit date：2024/07/04
Backstepping  Bionic Swarm Control  Lyapunov Function  Second-order Communication Topology (Soct)  
Few-Shot Object Detection With Self-Supervising and Cooperative Classifier Journal article
Qi,Di, Hu,Jilin, Shen,Jianbing. Few-Shot Object Detection With Self-Supervising and Cooperative Classifier[J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 35(4), 5435-5446.
Authors:  Qi,Di;  Hu,Jilin;  Shen,Jianbing
Favorite | TC[WOS]:4 TC[Scopus]:3  IF:10.2/10.4 | Submit date：2023/08/03
Cooperative Classifier (Cc)  Few-shot Object Detection (Fsod)  Self-supervised Learning (Ssl)