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| 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
 Adobe PDF(15289Kb) |  Favorite | View/Download：56/11 | Submit date：2020/07/18
Outlier detection Multiple views Large-scale dataset Deep encoder |
| Weakly-Supervised Cross-Domain Adaptation for Endoscopic Lesions Segmentation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2020, 页码: 1-14
Authors: Dong JH(董家华); Cong Y(丛杨); Sun G(孙干); Yang YS(杨云生); Xu XW(徐晓伟); Ding ZM(丁正明)
Adobe PDF(4276Kb) | Favorite | View/Download：36/6 | Submit date：2020/10/24
Weakly-supervised learning endoscopic lesions segmentation semantic knowledge transfer domain adaptation |
| Fine-Grained Spatial Alignment Model for Person Re-Identification with Focal Triplet Loss 期刊论文
IEEE Transactions on Image Processing, 2020, 卷号: 29, 页码: 7578-7589
Authors: Zhou, Qinqin; Zhong BN(钟必能); Lan, Xiangyuan; Sun G(孙干); Zhang, Yulun; Zhang, Baochang; Ji RR(纪荣嵘)
Adobe PDF(1736Kb) | Favorite | View/Download：22/13 | Submit date：2020/08/01
Person re-identification spatial alignment focal triplet loss |
| Double robust principal component analysis 期刊论文
Neurocomputing, 2020, 卷号: 391, 页码: 119-128
Authors: Wang, Qianqian; Gao QX(高全学); Sun G(孙干); Ding, Chris
Adobe PDF(3419Kb) | Favorite | View/Download：111/34 | Submit date：2020/02/23
Robust principal component analysis Double Low-rank representation |
| What Can Be Transferred: Unsupervised Domain Adaptation for Endoscopic Lesions Segmentation 会议论文
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA, USA, June 13-19, 2020
Authors: Dong JH(董家华); Cong Y(丛杨); Sun G(孙干); Zhong BN(钟必能); Xu XW(徐晓伟)
Adobe PDF(572Kb) | Favorite | View/Download：46/12 | Submit date：2020/10/24 |
| 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
Adobe PDF(3657Kb) | Favorite | View/Download：120/33 | Submit date：2019/12/12
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)
Adobe PDF(1858Kb) | Favorite | View/Download：292/80 | 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：270/43 | Submit date：2018/12/16
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)
Adobe PDF(2478Kb) | Favorite | View/Download：420/81 | Submit date：2017/12/21
Household Characteristics Multi-task Learning Classification Problem Gaussian Process Smart Meter Data |
| 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)
Adobe PDF(2289Kb) | Favorite | View/Download：100/35 | Submit date：2019/09/07 |
