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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  
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  
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  
Novel UGA Homologous URL Recognition in Real-World Financial Cybercrimes: Self-supervised Deep Learning of URL Semantics Conference paper
Shao, Guolin, Xu, Zeshui, He, Xiaoxi, Rao, Hong, Huang, Wei, Duan, Wenying. Novel UGA Homologous URL Recognition in Real-World Financial Cybercrimes: Self-supervised Deep Learning of URL Semantics[C]:Springer Science and Business Media Deutschland GmbH, 2024, 300-312.
Authors:  Shao, Guolin;  Xu, Zeshui;  He, Xiaoxi;  Rao, Hong;  Huang, Wei; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/09/11
Financial Cybercrime  Homologous Url Recognition  Self-supervised Learning  Siamese Network  Url Representation Learning  
Improved self-supervised learning for disease identification in chest X-ray images Journal article
Ma, Yongjun, Dong, Shi, Jiang, Yuchao. Improved self-supervised learning for disease identification in chest X-ray images[J]. Journal of Electronic Imaging, 2024, 33(4), 043006.
Authors:  Ma, Yongjun;  Dong, Shi;  Jiang, Yuchao
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:1.0/0.9 | Submit date：2024/10/10
Disease Identification  Self-supervised  X-ray Image  
A self-supervised network for image denoising and watermark removal Journal article
Tian, Chunwei, Xiao, Jingyu, Zhang, Bob, Zuo, Wangmeng, Zhang, Yudong, Lin, Chia Wen. A self-supervised network for image denoising and watermark removal[J]. Neural Networks, 2024, 174, 106218.
Authors:  Tian, Chunwei;  Xiao, Jingyu;  Zhang, Bob;  Zuo, Wangmeng;  Zhang, Yudong; et al.
Favorite | TC[WOS]:4 TC[Scopus]:7  IF:6.0/7.9 | Submit date：2024/05/16
Self-supervised Learning  Image Denoising  Image Watermark Removal  Attention Mechanism  
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)  
Multi-Scale Masked Autoencoders for Cross-Session Emotion Recognition Journal article
Pang, Miaoqi, Wang, Hongtao, Huang, Jiayang, Vong, Chi Man, Zeng, Zhiqiang, Chen, Chuangquan. Multi-Scale Masked Autoencoders for Cross-Session Emotion Recognition[J]. IEEE Transactions on Neural Systems and Rehabilitation EngineeringAIEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2024, 32, 1637-1646.
Authors:  Pang, Miaoqi;  Wang, Hongtao;  Huang, Jiayang;  Vong, Chi Man;  Zeng, Zhiqiang; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:4.8/5.4 | Submit date：2024/05/16
Cross-session  Eeg-based Emotion Recognition  Self-supervised Learning  Transformer  
Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation Conference paper
Chen, Junyang, Zou, Guoxuan, Zhou, Pan, Yirui, Wu, Chen, Zhenghan, Su, Houcheng, Wang, Huan, Gong, Zhiguo. Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation[C], 2024, 8283-8291.
Authors:  Chen, Junyang;  Zou, Guoxuan;  Zhou, Pan;  Yirui, Wu;  Chen, Zhenghan; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3 | Submit date：2024/05/16
Dmkm: Graph Mining, Social Network Analysis & Community  Dmkm: Anomaly/outlier Detection  Dmkm: Recommender Systems  Ml: Deep Learning Algorithms  Ml: Deep Learning Theory  Ml: Graph-based Machine Learning  Ml: Semi-supervised Learning  Ml: Transparent, Interpretable, Explainable Ml  Ml: Unsupervised & Self-supervised Learning