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The Structure-sharing Hypergraph Reasoning Attention Module for CNNs Journal article
Wang, Jingchao, Huang, Guoheng, Yuan, Xiaochen, Zhong, Guo, Lin, Tongxu, Pun, Chi Man, Xie, Fenfang. The Structure-sharing Hypergraph Reasoning Attention Module for CNNs[J]. Expert Systems with Applications, 2025, 259, 125240.
Authors:  Wang, Jingchao;  Huang, Guoheng;  Yuan, Xiaochen;  Zhong, Guo;  Lin, Tongxu; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.5/7.6 | Submit date：2025/01/22
Attention Mechanism  Hypergraph  Structure-sharing  
Attention-Based Behavioral Cloning for algorithmic trading Journal article
Sun, Qizhou, Xie, Yufan, Si, Yain Whar. Attention-Based Behavioral Cloning for algorithmic trading[J]. Applied Intelligence, 2025, 55(1), 74.
Authors:  Sun, Qizhou;  Xie, Yufan;  Si, Yain Whar
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.4/3.9 | Submit date：2025/01/22
Attention Mechanism  Behavior Cloning  Reinforcement Learning  Algorithmic Trading  
SCANet: A lightweight deep learning network for massive MIMO CSI feedback based on spatial and channel attention mechanism Journal article
Chen, Huaqiang, Tan, Weiqiang, Guo, Jiajia, Yang, Feiran. SCANet: A lightweight deep learning network for massive MIMO CSI feedback based on spatial and channel attention mechanism[J]. Physical Communication, 2024, 67, 102516.
Authors:  Chen, Huaqiang;  Tan, Weiqiang;  Guo, Jiajia;  Yang, Feiran
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.0/1.7 | Submit date：2024/11/05
Massive Mimo  Csi Feedback  Deep Learning  Neural Network  Attention Mechanism  
Event Voxel Set Transformer for Spatiotemporal Representation Learning on Event Streams Journal article
Xie, Bochen, Deng, Yongjian, Shao, Zhanpeng, Xu, Qingsong, Li, Youfu. Event Voxel Set Transformer for Spatiotemporal Representation Learning on Event Streams[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(12), 13427-13440.
Authors:  Xie, Bochen;  Deng, Yongjian;  Shao, Zhanpeng;  Xu, Qingsong;  Li, Youfu
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.3/7.1 | Submit date：2024/09/03
Event Camera  Neuromorphic Vision  Attention Mechanism  Object Classification  Action Recognition  
LID-Net: A lightweight image dehazing network for automatic driving vision systems Journal article
Tao, Fazhan, Chen, Qi, Fu, Zhigao, Zhu, Longlong, Ji, Baofeng. LID-Net: A lightweight image dehazing network for automatic driving vision systems[J]. Digital Signal Processing: A Review Journal, 2024, 154, 104673.
Authors:  Tao, Fazhan;  Chen, Qi;  Fu, Zhigao;  Zhu, Longlong;  Ji, Baofeng
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.9/2.9 | Submit date：2024/08/05
Attention Mechanism  Automatic Driving  Image Dehazing  Multi-scale Feature  Receptive Field  
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]:8 TC[Scopus]:11  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  
Deep Joint Source-Channel Coding for Adaptive Image Transmission over MIMO Channels Journal article
Wu Haotian, Shao Yulin, Bian Chenghong, Mikolajczyk Krystian, Gunduz Deniz. Deep Joint Source-Channel Coding for Adaptive Image Transmission over MIMO Channels[J]. IEEE Transactions on Wireless Communications, 2024, 23(10), 15002-15017.
Authors:  Wu Haotian;  Shao Yulin;  Bian Chenghong;  Mikolajczyk Krystian;  Gunduz Deniz
Favorite | TC[WOS]:3 TC[Scopus]:8  IF:8.9/8.6 | Submit date：2024/08/05
Attention Mechanism  Image Transmission  Joint Source-channel Coding  Mimo  Semantic Communication  
Enhanced Pseudo-Label Generation with Self-supervised Training for Weakly-supervised Semantic Segmentation Journal article
Qin, Zhen, Chen, Yujie, Zhu, Guosong, Zhou, Erqiang, Zhou, Yingjie, Zhou, Yicong, Zhu, Ce. Enhanced Pseudo-Label Generation with Self-supervised Training for Weakly-supervised Semantic Segmentation[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 34(8), 7017-7028.
Authors:  Qin, Zhen;  Chen, Yujie;  Zhu, Guosong;  Zhou, Erqiang;  Zhou, Yingjie; et al.
Favorite | TC[WOS]:5 TC[Scopus]:9  IF:8.3/7.1 | Submit date：2024/05/16
Attention Transfer Mechanism  Class Attention/activation Maps  Semantic Segmentation  Weakly-supervised Learning  
Weakly supervised semantic segmentation via saliency perception with uncertainty-guided noise suppression Journal article
Liu, Xinyi, Huang, Guoheng, Yuan, Xiaochen, Zheng, Zewen, Zhong, Guo, Chen, Xuhang, Pun, Chi Man. Weakly supervised semantic segmentation via saliency perception with uncertainty-guided noise suppression[J]. Visual Computer, 2024.
Authors:  Liu, Xinyi;  Huang, Guoheng;  Yuan, Xiaochen;  Zheng, Zewen;  Zhong, Guo; et al.
Favorite | TC[WOS]:1 TC[Scopus]:5  IF:3.0/3.0 | Submit date：2024/08/05
Attention Mechanism  Class Activation Mapping  Uncertainty Estimation  Weakly Supervised Semantic Segmentation  
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