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Representative Task Self-Selection for Flexible Clustered Lifelong Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 页码: 1-15
Authors:  Sun G(孙干);  Cong Y(丛杨);  Wang QQ(王倩倩);  Zhong BN(钟必能);  Fu Y(付昀)
Adobe PDF(4768Kb)  |  Favorite  |  View/Download:27/2  |  Submit date:2021/01/17
Clustering analysis  lifelong machine learning  multitask learning (MTL)  transfer learning  
Continual Multiview Task Learning via Deep Matrix Factorization 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 1, 页码: 139-150
Authors:  Sun G(孙干);  Cong Y(丛杨);  Zhang, Yulun;  Zhao GS(赵国帅);  Fu Y(付昀)
Adobe PDF(2443Kb)  |  Favorite  |  View/Download:20/1  |  Submit date:2021/01/24
Deep matrix factorization  lifelong machine learning  multiview learning  sparse subspace learning  
Online multi-task clustering for human motion segmentation 会议论文
Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019, Seoul, Korea, Republic of, October 27-28, 2019
Authors:  Sun G(孙干);  Cong Y(丛杨);  Wang LC(王莅尘);  DIng ZM(丁正明);  Fu Y(付昀)
Adobe PDF(512Kb)  |  Favorite  |  View/Download:29/2  |  Submit date:2020/04/11
Robust Lifelong Multi-task Multi-view Representation Learning 会议论文
2018 IEEE International Conference on Big Knowledge (ICBK), Singapore, November 17-18, 2018
Authors:  Sun G(孙干);  Cong Y(丛杨);  Li, Jun;  Fu, Yun
Adobe PDF(2490Kb)  |  Favorite  |  View/Download:139/31  |  Submit date:2018/12/27
Lifelong machine learning  Multi-view learning  Multi-task Learning  Online learning