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Double robust principal component analysis 期刊论文
Neurocomputing, 2020, 页码: 1-10
Authors:  Wang, Qianqian;  Gao QX(高全学);  Sun G(孙干);  Ding, Chris
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Robust principal component analysis  Double  Low-rank representation  
基于在线学习的多任务方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  孙干
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终身机器学习  多任务学习  在线学习  度量学习  迁移学习  
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  
Joint Household Characteristic Prediction via Smart Meter Data 期刊论文
IEEE Transactions on Smart Grid, 2019, 卷号: 10, 期号: 2, 页码: 1834-1844
Authors:  Sun G(孙干);  Cong Y(丛杨);  Hou DD(侯冬冬);  Fan HJ(范慧杰);  Xu XW(徐晓伟);  Yu HB(于海斌)
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Household Characteristics  Multi-task Learning  Classification Problem  Gaussian Process  Smart Meter Data  
Laplacian pyramid adversarial network for face completion 期刊论文
Pattern Recognition, 2019, 卷号: 88, 页码: 493-505
Authors:  Wang Q(王强);  Fan HJ(范慧杰);  Sun G(孙干);  Cong Y(丛杨);  Tang YD(唐延东)
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Face completion  Generative adversarial network  Laplacian pyramid  
Environment driven underwater camera-IMU calibration for monocular visual-inertial SLAM 会议论文
2019 International Conference on Robotics and Automation, ICRA 2019, Montreal, QC, Canada, May 20-24, 2019
Authors:  Gu CJ(古长军);  Cong Y(丛杨);  Sun G(孙干)
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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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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  
LRDNN: Local-refining based deep neural network for person re-identification with attribute discerning 会议论文
Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019
Authors:  Zhou, Qinqin;  Zhong BN(钟必能);  Lan, Xiangyuan;  Sun G(孙干);  Zhang, Yulun;  Gou, Mengran
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