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U-shaped convolutional transformer GAN with multi-resolution consistency loss for restoring brain functional time-series and dementia diagnosis Journal article
Zuo, Qiankun, Li, Ruiheng, Shi, Binghua, Hong, Jin, Zhu, Yanfei, Chen, Xuhang, Wu, Yixian, Guo, Jia. U-shaped convolutional transformer GAN with multi-resolution consistency loss for restoring brain functional time-series and dementia diagnosis[J]. Frontiers in Computational Neuroscience, 2024, 18, 1387004.
Authors:  Zuo, Qiankun;  Li, Ruiheng;  Shi, Binghua;  Hong, Jin;  Zhu, Yanfei; et al.
Favorite | TC[WOS]:0 TC[Scopus]:4  IF:2.1/2.9 | Submit date：2024/05/16
Brain Neurological Disease  Central Connectivity Perception  Hierarchical Topological Transformer  Multi-head Attention  Multi-level Temporal-correlated Attention  Time-series Restoration  
GENERALIZED UNCERTAINTY-BASED EVIDENTIAL FUSION WITH HYBRID MULTI-HEAD ATTENTION FOR WEAK-SUPERVISED TEMPORAL ACTION LOCALIZATION Conference paper
He, Yuanpeng, Li, Lijian, Zhan, Tianxiang, Jiao, Wenpin, Pun, Chi Man. GENERALIZED UNCERTAINTY-BASED EVIDENTIAL FUSION WITH HYBRID MULTI-HEAD ATTENTION FOR WEAK-SUPERVISED TEMPORAL ACTION LOCALIZATION[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 3855-3859.
Authors:  He, Yuanpeng;  Li, Lijian;  Zhan, Tianxiang;  Jiao, Wenpin;  Pun, Chi Man
Favorite | TC[Scopus]:0 | Submit date：2024/08/05
Generalized Uncertainty-based Evidential Fusion  Hybrid Multi-head Attention  Weakly-supervised Temporal Action Localization  
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]:10 TC[Scopus]:10  IF:7.2/7.4 | Submit date：2022/05/04
Self-attention Mechanism  Multi-head Attention Mechanism  Multi-pattern  Linguistics  Machine Translation  
Multi-head Attention Networks for Nonintrusive Load Monitoring Conference paper
Lin,Nan, Zhou,Binggui, Yang,Guanghua, Ma,Shaodan. Multi-head Attention Networks for Nonintrusive Load Monitoring[C], 2020.
Authors:  Lin,Nan;  Zhou,Binggui;  Yang,Guanghua;  Ma,Shaodan
Favorite | TC[WOS]:0 TC[Scopus]:14 | Submit date：2021/03/11
Energy Disaggregation  Multi-head Attention  Neural Network  Nilm