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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)
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Clustering analysis  lifelong machine learning  multitask learning (MTL)  transfer learning  
Fast Multi-View Outlier Detection via Deep Encoder 期刊论文
IEEE Transactions on Big Data, 2020, 页码: 1-11
Authors:  Hou DD(侯冬冬);  Cong Y(丛杨);  Sun G(孙干);  Dong JH(董家华);  Li, Jun;  Li, Kai
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Outlier detection  Multiple views  Large-scale dataset  Deep encoder  
Reliable Multi-Kernel Subtask Graph Correlation Tracker 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 8120-8133
Authors:  Fan BJ(范保杰);  Cong Y(丛杨);  Tian JD(田建东);  Tang YD(唐延东)
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Target tracking  Correlation  Kernel  Feature extraction  Robustness  Laplace equations  Layered multi-subtask learning  correction filter tracking  temporal-spatial consistency  object tracking  
Visual Tactile Fusion Object Clustering 会议论文
Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), New York, February 7-12, 2020
Authors:  Zhang T(张涛);  Cong Y(丛杨);  Sun G(孙干);  Wang QQ(王倩倩);  Ding ZM(丁正明)
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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)
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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)
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Anomaly detection  Dictionary selection  Forward–backward greedy algorithm  ℓ0 norm  ℓ2,0 norm  
Memory-based Parameterized Skills Learning For Mapless Visual Navigation 会议论文
2019 IEEE International Conference on Image Processing (ICIP), Taipei, Taiwan, September 22-25, 2019
Authors:  Liu YY(刘宇阳);  Cong Y(丛杨);  Sun G(孙干)
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Mapless visual navigation  Deep reinforcement learning (DRL)  Long short term memory  AI2THOR  
Semantic-Transferable Weakly-Supervised Endoscopic Lesions Segmentation 会议论文
2019 IEEE/CVF International Conference on Computer Vision (ICCV), Seoul, Korea, October 27 - November 2, 2019
Authors:  Dong JH(董家华);  Cong Y(丛杨);  Sun G(孙干);  Hou DD(侯冬冬)
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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)
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Underwater Underwater robot  Visual summarization  Visual saliency  Visual tracking  Robot vision  Video analysis  Novel event  Deep sea  
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)
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