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Lifelong Metric Learning 期刊论文
IEEE Transactions on Cybernetics, 2019, 卷号: 49, 期号: 8, 页码: 3168-3179
Authors:  Sun G(孙干);  Cong Y(丛杨);  Liu J(刘霁);  Liu LQ(刘连庆);  Xu XW(徐晓伟);  Yu HB(于海斌)
Adobe PDF(1858Kb)  |  Favorite  |  View/Download:193/35  |  Submit date:2018/07/31
Lifelong Learning  Metric Learning  Multi-task Learning  Low-rank Subspace  
Anomaly detection via adaptive greedy model 期刊论文
Neurocomputing, 2019, 卷号: 330, 页码: 369-379
Authors:  Hou DD(侯冬冬);  Cong Y(丛杨);  Sun G(孙干);  Liu J(刘霁);  Xu XW(徐晓伟)
Adobe PDF(2529Kb)  |  Favorite  |  View/Download:197/33  |  Submit date:2018/12/16
Anomaly detection  Dictionary selection  Forward–backward greedy algorithm  ℓ0 norm  ℓ2,0 norm  
Novel event analysis for human-machine collaborative underwater exploration 期刊论文
Pattern Recognition, 2019, 卷号: 96, 页码: 1-11
Authors:  Cong Y(丛杨);  Fan BJ(范保杰);  Hou DD(侯冬冬);  Fan HJ(范慧杰);  Liu KZ(刘开周);  Luo JB(罗杰波)
Adobe PDF(3819Kb)  |  Favorite  |  View/Download:107/29  |  Submit date:2019/08/18
Underwater Underwater robot  Visual summarization  Visual saliency  Visual tracking  Robot vision  Video analysis  Novel event  Deep sea  
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:55/9  |  Submit date:2018/12/27
Lifelong machine learning  Multi-view learning  Multi-task Learning  Online learning  
Online Low-Rank Metric Learning via Parallel Coordinate Descent Method 会议论文
2018 24th International Conference on Pattern Recognition (ICPR), Beijing, China, August 20-24, 2018
Authors:  Sun G(孙干);  Cong Y(丛杨);  Wang Q(王强);  Xu XW(徐晓伟)
Adobe PDF(555Kb)  |  Favorite  |  View/Download:113/13  |  Submit date:2018/12/27
Online Similarity Learning for Big Data with Overfitting 期刊论文
IEEE Transactions on Big Data, 2018, 卷号: 4, 期号: 1, 页码: 78-89
Authors:  Cong Y(丛杨);  Liu J(刘霁);  Fan BJ(范保杰);  Zeng P(曾鹏);  Yu HB(于海斌);  Luo JB(罗杰波)
Adobe PDF(930Kb)  |  Favorite  |  View/Download:271/22  |  Submit date:2017/12/21
Online Learning  Similarity Learning  Low Rank  Sparse Representation  Feature Selection  Overfitting  Redundancy  
Active Lifelong Learning with “Watchdog” 会议论文
32nd AAAI Conference on Artificial Intelligence (AAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018
Authors:  Sun G(孙干);  Cong Y(丛杨);  Xu XW(徐晓伟)
Adobe PDF(1144Kb)  |  Favorite  |  View/Download:42/11  |  Submit date:2018/12/27
Clustered Lifelong Learning via Representative Task Selection 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);  Kong, Yu;  Xu XW(徐晓伟)
Adobe PDF(581Kb)  |  Favorite  |  View/Download:76/12  |  Submit date:2018/12/27
Lifelong Learning  Clustering Analysis  Multi-task Learning  Transfer Learning  
Dual Graph Regularized Discriminative Multitask Tracker 期刊论文
IEEE Transactions on Multimedia, 2018, 卷号: 20, 期号: 9, 页码: 2303-2315
Authors:  Fan BJ(范保杰);  Cong Y(丛杨);  Tang YD(唐延东)
Adobe PDF(5057Kb)  |  Favorite  |  View/Download:166/17  |  Submit date:2018/02/24
Multi-task Tracker  Discriminative Low Rank Learning  Geometric Structure Information  Graph Regularization  Collaborate Metric  
Adaptive Greedy Dictionary Selection for Web Media Summarization 期刊论文
IEEE Transactions on Image Processing, 2017, 卷号: 26, 期号: 1, 页码: 185-195
Authors:  Cong Y(丛杨);  Liu J(刘霁);  Sun G(孙干);  You, Quanzeng;  Li, Yuncheng;  Luo JB(罗杰波)
Adobe PDF(3983Kb)  |  Favorite  |  View/Download:291/55  |  Submit date:2016/12/29
Sparse Representation  Norm  Dictionary Learning  Dictionary Selection  Forward-backward  Greedy Method