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Transformer-aided Wireless Image Transmission with Channel Feedback Journal article
Wu, Haotian, Shao, Yulin, Ozfatura, Emre, Mikolajczyk, Krystian, Gunduz, Deniz. Transformer-aided Wireless Image Transmission with Channel Feedback[J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 23(9), 11904-11919.
Authors:  Wu, Haotian;  Shao, Yulin;  Ozfatura, Emre;  Mikolajczyk, Krystian;  Gunduz, Deniz
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:8.9/8.6 | Submit date：2024/05/16
Channel Feedback  Joint Source-channel Coding  Vision Transformer  Semantic Communication  Image Transmission  
UWFormer: Underwater Image Enhancement via a Semi-Supervised Multi-Scale Transformer Conference paper
Weiwen Chen, Yingtie Lei, Shenghong Luo, Ziyang Zhou, Mingxian Li, Chi-Man Pun. UWFormer: Underwater Image Enhancement via a Semi-Supervised Multi-Scale Transformer[C]:Institute of Electrical and Electronics Engineers Inc., 2024.
Authors:  Weiwen Chen;  Yingtie Lei;  Shenghong Luo;  Ziyang Zhou;  Mingxian Li; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/08/26
Semi-supervised Learning  Underwater Image Enhancement  Vision Transformer  
ShaDocFormer: A Shadow-Attentive Threshold Detector with Cascaded Fusion Refiner for Document Shadow Removal Conference paper
Chen, Weiwen, Lei, Yingtie, Luo, Shenghong, Zhou, Ziyang, Li, Mingxian, Pun, Chi Man. ShaDocFormer: A Shadow-Attentive Threshold Detector with Cascaded Fusion Refiner for Document Shadow Removal[C]:Institute of Electrical and Electronics Engineers Inc., 2024.
Authors:  Chen, Weiwen;  Lei, Yingtie;  Luo, Shenghong;  Zhou, Ziyang;  Li, Mingxian; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/10/10
Shadow Removal  Text Document Images  Vision Transformer  
RL-CWtrans Net: multimodal swimming coaching driven via robot vision Journal article
Wang, Guanlin. RL-CWtrans Net: multimodal swimming coaching driven via robot vision[J]. Frontiers in Neurorobotics, 2024, 18, 1439188.
Authors:  Wang, Guanlin
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.6/3.1 | Submit date：2024/09/03
Artificial Neural Networks  Clip  Feature Extraction  Multimodal Robot  Reinforcement Learning  Robot Vision  Swin-transformer  
Vision Transformer based UNet with Multi-Head Attention for Medical Image Segmentation Conference paper
Yu, Huina, Gao, Lingyan, Yu, Huitao, Zhang, Anguo. Vision Transformer based UNet with Multi-Head Attention for Medical Image Segmentation[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 1737-1741.
Authors:  Yu, Huina;  Gao, Lingyan;  Yu, Huitao;  Zhang, Anguo
Favorite | TC[Scopus]:0 | Submit date：2024/09/03
Deep Learning  Medical Image Segmentation  Self-attention  Unet  Vision Transformer  
Walk in Views: Multi-view Path Aggregation Graph Network for 3D Shape Analysis Journal article
Xu, Lixiang, Cui, Qingzhe, Xu, Wei, Chen, Enhong, Tong, He, Tang, Yuanyan. Walk in Views: Multi-view Path Aggregation Graph Network for 3D Shape Analysis[J]. Information Fusion, 2024, 103, 102131.
Authors:  Xu, Lixiang;  Cui, Qingzhe;  Xu, Wei;  Chen, Enhong;  Tong, He; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:14.7/16.1 | Submit date：2024/04/02
3d Shape Analysis  Graph Networks  Multi-view Fusion  Path Aggregation  Vision Transformer  
GSB: Group superposition binarization for vision transformer with limited training samples Journal article
Gao, Tian, Xu, Cheng Zhong, Zhang, Le, Kong, Hui. GSB: Group superposition binarization for vision transformer with limited training samples[J]. Neural Networks, 2024, 172, 106133.
Authors:  Gao, Tian;  Xu, Cheng Zhong;  Zhang, Le;  Kong, Hui
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:6.0/7.9 | Submit date：2024/05/02
Group Superposition Binarization  Insufficient Training Data  Self-attention  Vision Transformer (Vit)  
L-TLA: A Lightweight Driver Distraction Detection Method Based on Three-Level Attention Mechanisms Journal article
Guo, Zizheng, Liu, Qing, Zhang, Lin, Li, Zhenning, Li, Guofa. L-TLA: A Lightweight Driver Distraction Detection Method Based on Three-Level Attention Mechanisms[J]. IEEE Transactions on Reliability, 2024, 1-12.
Authors:  Guo, Zizheng;  Liu, Qing;  Zhang, Lin;  Li, Zhenning;  Li, Guofa
Favorite | TC[WOS]:4 TC[Scopus]:6  IF:5.0/5.2 | Submit date：2024/03/05
Autonomous Vehicles  Dual-stream Network  Lightweight Vision Transformer  Semisupervised Contrastive Learning  
P3 ViT: A CIM-Based High-Utilization Architecture With Dynamic Pruning and Two-Way Ping-Pong Macro for Vision Transformer Journal article
Fu, Xiangqu, Ren, Qirui, Wu, Hao, Xiang, Feibin, Luo, Qing, Yue, Jinshan, Chen, Yong, Zhang, Feng. P3 ViT: A CIM-Based High-Utilization Architecture With Dynamic Pruning and Two-Way Ping-Pong Macro for Vision Transformer[J]. IEEE Transactions on Circuits and Systems I: Regular Papers, 2023, 70(12), 4938-4948.
Authors:  Fu, Xiangqu;  Ren, Qirui;  Wu, Hao;  Xiang, Feibin;  Luo, Qing; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:5.2/4.5 | Submit date：2024/02/22
Accelerator  Cmos  Computing-in-memory (Cim)  Dynamic Prune  Prediction Network  Vision Transformer (Vit)  
Learning Disentanglement with Decoupled Labels for Vision-Language Navigation Conference paper
Cheng, Wenhao, Dong, Xingping, Khan, Salman, Shen, Jianbing. Learning Disentanglement with Decoupled Labels for Vision-Language Navigation[C]:SPRINGER-VERLAG BERLIN, HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY, 2022, 309-329.
Authors:  Cheng, Wenhao;  Dong, Xingping;  Khan, Salman;  Shen, Jianbing
Favorite | TC[WOS]:4 TC[Scopus]:5 | Submit date：2023/01/30
Disentanglement  Imitation/reinforcement Learning  Lstm And Transformer  Modular Network  Vision-and-language Navigation