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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[Scopus]:0 | Submit date：2024/09/11
Financial Cybercrime  Homologous Url Recognition  Self-supervised Learning  Siamese Network  Url Representation Learning  
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]:1 TC[Scopus]:2  IF:6.0/7.9 | Submit date：2024/05/16
Attention Mechanism  Image Denoising  Image Watermark Removal  Self-supervised Learning  
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]:2 TC[Scopus]:0  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]:2 TC[Scopus]:2  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]:1 TC[Scopus]:1 | 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  
MaskCAE: Masked Convolutional AutoEncoder via Sensor Data Reconstruction for Self-Supervised Human Activity Recognition Journal article
Cheng, Dongzhou, Zhang, Lei, Qin, Lutong, Wang, Shuoyuan, Wu, Hao, Song, Aiguo. MaskCAE: Masked Convolutional AutoEncoder via Sensor Data Reconstruction for Self-Supervised Human Activity Recognition[J]. IEEE Journal of Biomedical and Health Informatics, 2024, 28(5), 2687-2698.
Authors:  Cheng, Dongzhou;  Zhang, Lei;  Qin, Lutong;  Wang, Shuoyuan;  Wu, Hao; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:6.7/7.1 | Submit date：2024/05/16
Convolution  Convolutional Autoencoder  Data Models  Decoding  Feature Extraction  Human Activity Recognition  Human Activity Recognition  Masked Reconstruction  Self-supervised Learning  Self-supervised Learning  Sensor  Task Analysis  
Reformulating Graph Kernels for Self-Supervised Space-Time Correspondence Learning Journal article
Qin, Zheyun, Lu, Xiankai, Liu, Dongfang, Nie, Xiushan, Yin, Yilong, Shen, Jianbing, Loui, Alexander C.. Reformulating Graph Kernels for Self-Supervised Space-Time Correspondence Learning[J]. IEEE Transactions on Image Processing, 2023, 32, 6543-6557.
Authors:  Qin, Zheyun;  Lu, Xiankai;  Liu, Dongfang;  Nie, Xiushan;  Yin, Yilong; et al.
Favorite | TC[WOS]:6 TC[Scopus]:13  IF:10.8/12.1 | Submit date：2024/02/22
Contrastive Learning  Correspondence Learning  Graph Kernels  Label Propagation  Self-supervised Learning  
S3Net: Self-Supervised Self-Ensembling Network for Semi-Supervised RGB-D Salient Object Detection Journal article
Zhu, Lei, Wang, Xiaoqiang, Li, Ping, Yang, Xin, Zhang, Qing, Wang, Weiming, Schonlieb, Carola Bibiane, Chen, C. L.Philip. S3Net: Self-Supervised Self-Ensembling Network for Semi-Supervised RGB-D Salient Object Detection[J]. IEEE Transactions on Multimedia, 2023, 25, 676 - 689.
Authors:  Zhu, Lei;  Wang, Xiaoqiang;  Li, Ping;  Yang, Xin;  Zhang, Qing; et al.
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:8.4/8.0 | Submit date：2022/05/13
Rgb-d Salient Object Detection  Self-supervised Learning  Semi-supervised Learning  And Cross-model And Cross-level Feature Aggregation  
Self-Supervised Learning With Prediction of Image Scale and Spectral Order for Hyperspectral Image Classification Journal article
Xiaofei Yang, Weijia Cao, Yao Lu, Yicong Zhou. Self-Supervised Learning With Prediction of Image Scale and Spectral Order for Hyperspectral Image Classification[J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 60, 5545715.
Authors:  Xiaofei Yang;  Weijia Cao;  Yao Lu;  Yicong Zhou
Favorite | TC[WOS]:7 TC[Scopus]:9  IF:7.5/7.6 | Submit date：2023/09/13
Hyperspectral Image (Hsi) Classification  Limited Labeled Samples  Self-supervised Learning (Ssl)  Unsupervised Learning