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Online indoor visual odometry with semantic assistance under implicit epipolar constraints Journal article
Chen, Yang, Zhang, Lin, Zhao, Shengjie, Zhou, Yicong. Online indoor visual odometry with semantic assistance under implicit epipolar constraints[J]. Pattern Recognition, 2025, 159, 111150.
Authors:  Chen, Yang;  Zhang, Lin;  Zhao, Shengjie;  Zhou, Yicong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.5/7.6 | Submit date：2025/01/22
Indoor Visual Odometry  Self-supervised Learning  Unsupervised Semantic Segmentation  Epipolar Geometric Constraint  Online Learning  
AI-directed formulation strategy design initiates rational drug development Journal article
Wang, Nannan, Dong, Jie, Ouyang, Defang. AI-directed formulation strategy design initiates rational drug development[J]. Journal of Controlled Release, 2025, 378, 619-636.
Authors:  Wang, Nannan;  Dong, Jie;  Ouyang, Defang
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:10.5/10.6 | Submit date：2025/01/22
Formulation Strategy Design  Artificial Intelligence  Rational Drug Development  Poorly Water-soluble Drugs  Positive-unlabeled Learning  Partially Supervised Learning  
Hybrid multiple instance learning network for weakly supervised medical image classification and localization Journal article
Lai, Qi, Vong, Chi Man, Yan, Tao, Wong, Pak Kin, Liang, Xiaokun. Hybrid multiple instance learning network for weakly supervised medical image classification and localization[J]. Expert Systems with Applications, 2025, 260, 125362.
Authors:  Lai, Qi;  Vong, Chi Man;  Yan, Tao;  Wong, Pak Kin;  Liang, Xiaokun
Favorite | TC[WOS]:0 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2025/01/22
Broad Learning System  Hybrid Architecture  Medical Image Analysis  Multiple Instance Learning  Weakly Supervised Learning  
Hybrid Transfer and Self-Supervised Learning Approaches in Neural Networks for Intelligent Vehicle Intrusion Detection and Analysis Journal article
Zhang, Tian, Du, Cuifeng, Zhou, Yuyu, Guan, Quanlong, Liu, Zhiquan, Huang, Xiujie, Gong, Zhiguo, Deng, Lianbing, Li, Yang. Hybrid Transfer and Self-Supervised Learning Approaches in Neural Networks for Intelligent Vehicle Intrusion Detection and Analysis[J]. IEEE Internet of Things Journal, 2024.
Authors:  Zhang, Tian;  Du, Cuifeng;  Zhou, Yuyu;  Guan, Quanlong;  Liu, Zhiquan; et al.
Favorite | TC[Scopus]:0  IF:8.2/9.0 | Submit date：2025/01/13
Intelligent Vehicle Intrusion Detection  Transformer  Transfer Learning  Spatiotemporal Sequence Features  Self-supervised Box Classification  
WAGL: Extreme Weather Adaptive Method for Robust and Generalizable UAV-based Cross-View Geo-localization Conference paper
Sun, Jian, Jiang, Xinyu, Xu, Xin, Vong, Chi Man. WAGL: Extreme Weather Adaptive Method for Robust and Generalizable UAV-based Cross-View Geo-localization[C], New York, NY, USA:Association for Computing Machinery, 2024, 14-18.
Authors:  Sun, Jian;  Jiang, Xinyu;  Xu, Xin;  Vong, Chi Man
Favorite | TC[Scopus]:0 | Submit date：2024/12/26
Cross-view  Extreme Weather  Geo-localization  Image Retrieval  Self-supervised  
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]:3 TC[Scopus]:3  IF:10.2/10.4 | Submit date：2024/11/05
Data Mining  Graph Convolutional Neural Networks  Graph-based Semi-supervised Learning (Gssl)  
Self-ensembling depth completion via density-aware consistency Journal article
Zhang, Xuanmeng, Zheng, Zhedong, Jiang, Minyue, Ye, Xiaoqing. Self-ensembling depth completion via density-aware consistency[J]. Pattern Recognition, 2024, 154, 110618.
Authors:  Zhang, Xuanmeng;  Zheng, Zhedong;  Jiang, Minyue;  Ye, Xiaoqing
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:7.5/7.6 | Submit date：2024/07/04
Density-aware Consistency  Depth Completion  Semi-supervised Learning  Uncertainty Estimation  
Weakly Supervised Semantic Segmentation via Dual-Stream Contrastive Learning of Cross-Image Contextual Information Journal article
Lai, Qi, Vong, Chi Man, Chen, Chuangquan. Weakly Supervised Semantic Segmentation via Dual-Stream Contrastive Learning of Cross-Image Contextual Information[J]. IEEE Transactions on Industrial Informatics, 2024, 20(10), 11635-11643.
Authors:  Lai, Qi;  Vong, Chi Man;  Chen, Chuangquan
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:11.7/11.4 | Submit date：2024/07/04
Contrastive Learning  Cross-image Contextual Information  Dual-stream Framework  Weakly Supervised Semantic Segmentation (Wsss)  
Adversarial de-overlapping learning machines for supervised and semi-supervised learning Journal article
Sun, Yichen, Vong, Chi Man, Wang, Shitong. Adversarial de-overlapping learning machines for supervised and semi-supervised learning[J]. International Journal of Machine Learning and Cybernetics, 2024.
Authors:  Sun, Yichen;  Vong, Chi Man;  Wang, Shitong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.1/3.6 | Submit date：2024/11/05
Class Overlapping  Imbalanced Classification  Random Fourier Features  Semi-supervised Learning  
Model-Free Self-Supervised Learning for Dispatching Distributed Energy Resources Journal article
Ge Chen, Junjie Qin, Hongcai Zhang. Model-Free Self-Supervised Learning for Dispatching Distributed Energy Resources[J]. IEEE Transactions on Smart Grid, 2024.
Authors:  Ge Chen;  Junjie Qin;  Hongcai Zhang
Favorite | TC[Scopus]:0  IF:8.6/9.6 | Submit date：2024/10/17
Distributed Energy Resources  Model-free  Self-supervised Learning  Distribution Networks  Power Dispatch