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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  
ADFCNN: Attention-Based Dual-Scale Fusion Convolutional Neural Network for Motor Imagery Brain-Computer Interface Journal article
Tao, Wei, Wang, Ze, Wong, Chi Man, Jia, Ziyu, Li, Chang, Chen, Xun, Chen, C. L.Philip, Wan, Feng. ADFCNN: Attention-Based Dual-Scale Fusion Convolutional Neural Network for Motor Imagery Brain-Computer Interface[J]. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023, 32, 154-165.
Authors:  Tao, Wei;  Wang, Ze;  Wong, Chi Man;  Jia, Ziyu;  Li, Chang; et al.
Favorite | TC[WOS]:4 TC[Scopus]:5  IF:4.8/5.4 | Submit date：2024/02/22
Brain-computer Interface (Bci)  Convolutional Neural Networks (Cnns)  Motor Imagery (Mi)  Self-attention Mechanism  
NRSTRNet: A Novel Network for Noise-Robust Scene Text Recognition Journal article
Yue, Hongwei, Huang, Yufeng, Vong, Chi Man, Jin, Yingying, Zeng, Zhiqiang, Yu, Mingqi, Chen, Chuangquan. NRSTRNet: A Novel Network for Noise-Robust Scene Text Recognition[J]. International Journal of Computational Intelligence Systems, 2023, 16(1), 5.
Authors:  Yue, Hongwei;  Huang, Yufeng;  Vong, Chi Man;  Jin, Yingying;  Zeng, Zhiqiang; et al.
Favorite | TC[WOS]:2 TC[Scopus]:4  IF:2.5/2.2 | Submit date：2023/02/28
Convolutional Block Attention Module  Fine-grained Feature  Scene Text Recognition  Self-attention Mechanism  
Completion and augmentation-based spatiotemporal deep learning approach for short-term metro origin-destination matrix prediction under limited observable data Journal article
Jiexia Ye, Juanjuan Zhao, Furong Zheng, Chengzhong Xu. Completion and augmentation-based spatiotemporal deep learning approach for short-term metro origin-destination matrix prediction under limited observable data[J]. NEURAL COMPUTING & APPLICATIONS, 2022, 35(4), 3325 - 3341.
Authors:  Jiexia Ye;  Juanjuan Zhao;  Furong Zheng;  Chengzhong Xu
Favorite | TC[WOS]:10 TC[Scopus]:13  IF:4.5/4.7 | Submit date：2023/01/30
Origin-destination Matrix Prediction  Destination Distribution Availability  Self-attention Mechanism  Temporal Convolution Network  
Multi-view self-attention networks Journal article
Xu, Mingzhou, Yang, Baosong, Wong, Derek F., Chao, Lidia S.. Multi-view self-attention networks[J]. KNOWLEDGE-BASED SYSTEMS, 2022, 241.
Authors:  Xu, Mingzhou;  Yang, Baosong;  Wong, Derek F.;  Chao, Lidia S.
Favorite | TC[WOS]:9 TC[Scopus]:9  IF:7.2/7.4 | Submit date：2022/05/04
Self-attention Mechanism  Multi-head Attention Mechanism  Multi-pattern  Linguistics  Machine Translation  
Fine-grained visual classification with multi-scale features based on self-supervised attention filtering mechanism Journal article
Chen, Haiyuan, Cheng, Lianglun, Huang, Guoheng, Zhang, Ganghan, Lan, Jiaying, Yu, Zhiwen, Pun, Chi Man, Ling, Wing Kuen. Fine-grained visual classification with multi-scale features based on self-supervised attention filtering mechanism[J]. Applied Intelligence, 2022, 52(13), 15673-15689.
Authors:  Chen, Haiyuan;  Cheng, Lianglun;  Huang, Guoheng;  Zhang, Ganghan;  Lan, Jiaying; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:3.4/3.9 | Submit date：2022/05/17
Attention Mechanism  Feature Filtering  Fine-grained Visual Classification  Self-supervised Learning