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Drug–Target Interaction Prediction Based on an Interactive Inference Network Journal article
Chen, Yuqi, Liang, Xiaomin, Du, Wei, Liang, Yanchun, Wong, Garry, Chen, Liang. Drug–Target Interaction Prediction Based on an Interactive Inference Network[J]. International Journal of Molecular Sciences, 2024, 25(14), 7753.
Authors:  Chen, Yuqi;  Liang, Xiaomin;  Du, Wei;  Liang, Yanchun;  Wong, Garry; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:4.9/5.6 | Submit date：2024/09/03
Convolutional Neural Network  Drug Repurposing  Dti  Interactive Inference Network  Self-attention  
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  
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  
AF-Net: An Active Fire Detection Model Using Improved Object-Contextual Representations on Unbalanced UAV Datasets Journal article
Hu, Xikun, Liu, Wenlin, Wen, Hao, Yuen, Ka Veng, Jin, Tian, Junior, Alberto Costa Nogueira, Zhong, Ping. AF-Net: An Active Fire Detection Model Using Improved Object-Contextual Representations on Unbalanced UAV Datasets[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 17, 13558-13569.
Authors:  Hu, Xikun;  Liu, Wenlin;  Wen, Hao;  Yuen, Ka Veng;  Jin, Tian; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.7/5.0 | Submit date：2024/07/04
Active Fire (Af) Detection  Deep Learning  Object-contextual Representation (Ocr)  Self-attention  Semantic Segmentation  Very High-resolution (Vhr) Aerial Data  
Multi-scale quaternion CNN and BiGRU with cross self-attention feature fusion for fault diagnosis of bearing Journal article
Liu, Huanbai, Zhang, Fanlong, Tan, Yin, Huang, Lian, Li, Yan, Huang, Guoheng, Luo, Shenghong, Zeng, An. Multi-scale quaternion CNN and BiGRU with cross self-attention feature fusion for fault diagnosis of bearing[J]. Measurement Science and Technology, 2024, 35(8), 086138.
Authors:  Liu, Huanbai;  Zhang, Fanlong;  Tan, Yin;  Huang, Lian;  Li, Yan; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:2.7/2.4 | Submit date：2024/07/04
Bidirectional Gated Recurrent Unit  Cross Self- Attention  Fault Diagnosis  Multi-scale Quaternion Convolutional Layer  
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]:0 TC[Scopus]:1  IF:6.0/7.9 | Submit date：2024/05/02
Group Superposition Binarization  Insufficient Training Data  Self-attention  Vision Transformer (Vit)  
Multi-Sem Fusion: Multimodal Semantic Fusion for 3-D Object Detection Journal article
Xu, Shaoqing, Li, Fang, Song, Ziying, Fang, Jin, Wang, Sifen, Yang, Zhi Xin. Multi-Sem Fusion: Multimodal Semantic Fusion for 3-D Object Detection[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, 5703114.
Authors:  Xu, Shaoqing;  Li, Fang;  Song, Ziying;  Fang, Jin;  Wang, Sifen; et al.
Favorite | TC[WOS]:3 TC[Scopus]:7  IF:7.5/7.6 | Submit date：2024/05/16
3-d Object Detection  Multimodal Fusion  Self-attention  
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]:4  IF:4.8/5.4 | Submit date：2024/02/22
Brain-computer Interface (Bci)  Convolutional Neural Networks (Cnns)  Motor Imagery (Mi)  Self-attention Mechanism  
Consistent Arbitrary Style Transfer Using Consistency Training and Self-Attention Module Journal article
Zhou, Zheng, Wu, Yue, Zhou, Yicong. Consistent Arbitrary Style Transfer Using Consistency Training and Self-Attention Module[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023.
Authors:  Zhou, Zheng;  Wu, Yue;  Zhou, Yicong
Favorite | TC[WOS]:3 TC[Scopus]:2  IF:10.2/10.4 | Submit date：2023/09/07
Adaptation Models  Arbitrary Style Transfer (Ast)  Consistent Training  Image Color Analysis  Learning Systems  Loss Measurement  Self-attention (Sa)  Style Inconsistency  Training  Transformers  Visualization  
A novel transformer ordinal regression network with label diversity for wind power ramp events forecasting Journal article
Hu,Jianming, Zhang,Liping, Tang,Jingwei, Liu,Zhi. A novel transformer ordinal regression network with label diversity for wind power ramp events forecasting[J]. Energy, 2023, 280, 128075.
Authors:  Hu,Jianming;  Zhang,Liping;  Tang,Jingwei;  Liu,Zhi
Favorite | TC[WOS]:3 TC[Scopus]:5  IF:9.0/8.2 | Submit date：2023/08/03
Informer Architecture  Ordinal Regression With Label Diversity  Probsparse Self-attention  Wind Power Ramp Events