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| 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：45/3 | Submit date：2021/01/24
Deep matrix factorization lifelong machine learning multiview learning sparse subspace learning |
| What and How: Generalized Lifelong Spectral Clustering via Dual Memory 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, 页码: 1-13
Authors: Sun G(孙干); Cong Y(丛杨); Dong JH(董家华); Liu YY(刘宇阳); Ding ZM(丁正明); Yu HB(于海斌)
Adobe PDF(14262Kb) | Favorite | View/Download：66/5 | Submit date：2021/02/27
Lifelong Machine Learning Spectral Clustering Deep Transfer Learning Neural Networks |
| iCmSC: Incomplete Cross-Modal Subspace Clustering 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 305-317
Authors: Wang QQ(王倩倩); Lian, Huanhuan; Sun G(孙干); Gao QX(高全学); Jiao, Licheng
Adobe PDF(6218Kb) | Favorite | View/Download：61/4 | Submit date：2020/12/31
Cross-modal subspace clustering incomplete data deep canonical correlation analysis l(1,2)-norm |
| Recurrent Generative Adversarial Network for Face Completion 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 429-442
Authors: Wang Q(王强); Fan HJ(范慧杰); Sun G(孙干); Ren WH(任卫红); Tang YD(唐延东)
Adobe PDF(12315Kb) | Favorite | View/Download：64/5 | Submit date：2021/01/17
Face Feature extraction Recurrent neural networks Generative adversarial networks Semantics Image restoration Gallium nitride Recurrent neural network generative adversarial network face completion short link |
| Adaptive Fault-Tolerant Boundary Control for a Flexible String With Unknown Dead Zone and Actuator Fault 期刊论文
IEEE Transactions on Cybernetics, 2021, 页码: 1-10
Authors: Ren, Yong; Zhu, Puchen; Zhao ZJ(赵志甲); Yang, Jingfeng; Zou T(邹涛)
Adobe PDF(1700Kb) | Favorite | View/Download：9/0 | Submit date：2021/02/27
Actuator fault adaptive fault-tolerant boundary control (BC) dead zone flexible string (FS) |
| 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：64/5 | Submit date：2021/01/17
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
Adobe PDF(15289Kb) | Favorite | View/Download：97/16 | Submit date：2020/07/18
Outlier detection Multiple views Large-scale dataset Deep encoder |
| 移动机器人长期自主环境适应研究进展和展望 期刊论文
自动化学报, 2020, 卷号: 46, 期号: 2, 页码: 205-221
Authors: 曹风魁; 庄严; 闫飞; 杨奇峰; 王伟
Adobe PDF(937Kb) | Favorite | View/Download：93/13 | Submit date：2019/12/14
环境适应 长期自主 地图构建 重定位 场景理解 移动机器人 |
| 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：89/12 | 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：34/13 | Submit date：2020/08/01
Person re-identification spatial alignment focal triplet loss |
