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Fast Broad Multiview Multi-Instance Multilabel Learning (FBM3L) With Viewwise Intercorrelation Journal article
Lai,Qi, Vong,Chi Man, Zhou,Jianhang, Zhou,Yimin, Chen,C. L.P.. Fast Broad Multiview Multi-Instance Multilabel Learning (FBM3L) With Viewwise Intercorrelation[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(11), 15415-15426.
Authors:  Lai,Qi;  Vong,Chi Man;  Zhou,Jianhang;  Zhou,Yimin;  Chen,C. L.P.
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:10.2/10.4 | Submit date：2023/08/03
Broad Learning System (Bls)  Correlation  Deep Learning  Diverse Correlations  Electronic Mail  Graph Convolutional Network (Gcn)  Learning Systems  Multiview Multi-instance Multilabel Learning (M3l)  Object Recognition  Task Analysis  Training  Viewwise Intercorrelation  
Learning A Low-Level Vision Generalist via Visual Task Prompt Conference paper
Chen, Xiangyu, Liu, Yihao, Pu, Yuandong, Zhang, Wenlong, Zhou, Jiantao, Qiao, Yu, Dong, Chao. Learning A Low-Level Vision Generalist via Visual Task Prompt[C]:Association for Computing Machinery, Inc, 2024, 2671-2680.
Authors:  Chen, Xiangyu;  Liu, Yihao;  Pu, Yuandong;  Zhang, Wenlong;  Zhou, Jiantao; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/12/05
General Low-level Vision  Image Restoration And Enhancement  Multi-task Learning  Visual Prompt  
Simultaneous Segmentation and Classification of Esophageal Lesions Using Attention Gating Pyramid Vision Transformer Journal article
Ge, Peixuan, Yan, Tao, Wong, Pak Kin, Li, Zheng, Chan, In Neng, Yu, Hon Ho, Chan, Chon In, Yao, Liang, Hu, Ying, Gao, Shan. Simultaneous Segmentation and Classification of Esophageal Lesions Using Attention Gating Pyramid Vision Transformer[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2024.
Authors:  Ge, Peixuan;  Yan, Tao;  Wong, Pak Kin;  Li, Zheng;  Chan, In Neng; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.3/5.7 | Submit date：2024/12/05
Medical Image Classification  Medical Image Segmentation  Multi-task Learning  Esophageal Lesion  Transformer  
A deep learning framework for 3D vegetation extraction in complex urban environments Journal article
Wu, Jiahao, Meng, Qingyan, Gao, Liang, Zhang, Linlin, Zhao, Maofan, Su, Chen. A deep learning framework for 3D vegetation extraction in complex urban environments[J]. International Journal of Applied Earth Observation and Geoinformation, 2024, 129, 103798.
Authors:  Wu, Jiahao;  Meng, Qingyan;  Gao, Liang;  Zhang, Linlin;  Zhao, Maofan; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:7.6/7.5 | Submit date：2024/05/16
Convolutional Neural Network  High-resolution  Multi-task Learning  Three-dimensional Vegetation  Urban Vegetation  
Sharpness-Aware Model-Agnostic Long-Tailed Domain Generalization Conference paper
Su, Houcheng, Luo, Weihao, Liu, Daixian, Wang, Mengzhu, Tang, Jing, Chen, Junyang, Wang, Cong, Chen, Zhenghan. Sharpness-Aware Model-Agnostic Long-Tailed Domain Generalization[C], 2024, 15091-15099.
Authors:  Su, Houcheng;  Luo, Weihao;  Liu, Daixian;  Wang, Mengzhu;  Tang, Jing; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/05/16
Ml: Transfer  Domain Adaptation  Multi-task Learning  Cv: Other Foundations Of Computer Vision  General  
Multi-task subspace clustering Journal article
Zhong, Guo, Pun, Chi Man. Multi-task subspace clustering[J]. Information Sciences, 2024, 661, 120147.
Authors:  Zhong, Guo;  Pun, Chi Man
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:0/0 | Submit date：2024/04/02
Feature Selection  Local Learning  Multi-task Clustering  Projection  
Digital Twin Assisted Task Assignment in Multi-UAV Systems: A Deep Reinforcement Learning Approach Journal article
Tang Xin, Li Xiaohuan, Yu Rong, Wu Yuan, Ye Jin, Tang Fengzhu. Digital Twin Assisted Task Assignment in Multi-UAV Systems: A Deep Reinforcement Learning Approach[J]. IEEE Internet of Things Journal, 2023, 10(17), 15362 - 15375.
Authors:  Tang Xin;  Li Xiaohuan;  Yu Rong;  Wu Yuan;  Ye Jin; et al.
Favorite | TC[WOS]:15 TC[Scopus]:26  IF:8.2/9.0 | Submit date：2023/08/03
Deep Reinforcement Learning  Digital Twin  Energy Consumption  Heuristic Algorithms  Internet Of Things  Multi-uav System  Planning  Real-time Systems  Task Analysis  Task Assignment  Training  
Lifelong Online Learning from Accumulated Knowledge Journal article
Shui,Changjian, Wang,William, Hedhli,Ihsen, Wong,Chi Man, Wan,Feng, Wang,Boyu, Gagné,Christian. Lifelong Online Learning from Accumulated Knowledge[J]. ACM Transactions on Knowledge Discovery from Data, 2023, 17(4), 1–23.
Authors:  Shui,Changjian;  Wang,William;  Hedhli,Ihsen;  Wong,Chi Man;  Wan,Feng; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:4.0/3.9 | Submit date：2023/08/03
Lifelong Learning Theory  Multi-task Learning  Online Learning  Transfer Learning  
Single-Stage Broad Multi-Instance Multi-Label Learning (BMIML) With Diverse Inter-Correlations and Its Application to Medical Image Classification Journal article
Lai,Qi, Zhou,Jianhang, Gan,Yanfen, Vong,Chi Man, Chen,C. L.Philip. Single-Stage Broad Multi-Instance Multi-Label Learning (BMIML) With Diverse Inter-Correlations and Its Application to Medical Image Classification[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2023, 8(1), 828-839.
Authors:  Lai,Qi;  Zhou,Jianhang;  Gan,Yanfen;  Vong,Chi Man;  Chen,C. L.Philip
Favorite | TC[WOS]:2 TC[Scopus]:4  IF:5.3/5.7 | Submit date：2023/08/03
Biomedical Imaging  Computational Intelligence  Correlation  Diseases  Medical Image Classification  Multi-instance Learning  Multi-label Learning  Probabilistic Logic  Simultaneous Learning  Single-stage Framework  Task Analysis  Training  
Synchronous Prediction of Asset Prices’ Multivariate Time Series Based on Multi-task Learning and Data Augmentation Conference paper
Li, Jiahao, Zhao, Qinghua, Fong, Simon, Yen, Jerome. Synchronous Prediction of Asset Prices’ Multivariate Time Series Based on Multi-task Learning and Data Augmentation[C]:Springer Science and Business Media Deutschland GmbH, 2023, 536-551.
Authors:  Li, Jiahao;  Zhao, Qinghua;  Fong, Simon;  Yen, Jerome
Favorite | TC[Scopus]:0 | Submit date：2024/02/22
Data Augmentation  Forex Forecast  Multi-task Learning  Multivariate Time Series Analysis  Synchronous Prediction