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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:22/1  |  Submit date:2021/01/24
Deep matrix factorization  lifelong machine learning  multiview learning  sparse subspace learning  
Unknown noise removal via sparse representation model 期刊论文
ISA Transactions, 2019, 卷号: 94, 页码: 135-143
Authors:  Zhang JC(张俊超);  Luo HB(罗海波);  Hui B(惠斌);  Chang Z(常铮);  Zhang XY(张祥越)
Adobe PDF(2995Kb)  |  Favorite  |  View/Download:175/28  |  Submit date:2019/04/13
Image denoising  Mixed noise  Sparse representation  Dictionary learning  
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:331/32  |  Submit date:2017/12/21
Online Learning  Similarity Learning  Low Rank  Sparse Representation  Feature Selection  Overfitting  Redundancy  
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:355/77  |  Submit date:2016/12/29
Sparse Representation  Norm  Dictionary Learning  Dictionary Selection  Forward-backward  Greedy Method  
Online structured sparse learning with labeled information for robust object tracking 期刊论文
Journal of Electronic Imaging, 2017, 卷号: 26, 期号: 1, 页码: 1-16
Authors:  Fan BJ(范保杰);  Cong Y(丛杨);  Tang YD(唐延东)
Adobe PDF(3053Kb)  |  Favorite  |  View/Download:253/44  |  Submit date:2017/03/07
Robust Object Tracking  Online Dictionary Learning And Updating  Robust Sparse Coding  Prior Information  Joint Decision Metric  
Multi-class Latent Concept Pooling for computer-aided endoscopy diagnosis 期刊论文
ACM Transactions on Multimedia Computing, Communications and Applications, 2017, 卷号: 13, 期号: 2, 页码: 1-18
Authors:  Wang S(王帅);  Cong Y(丛杨);  Fan HJ(范慧杰);  Fan BJ(范保杰);  Liu LQ(刘连庆);  Yang YS(杨云生);  Tang YD(唐延东);  Zhao HC(赵怀慈);  Yu HB(于海斌)
Adobe PDF(1531Kb)  |  Favorite  |  View/Download:343/59  |  Submit date:2017/05/01
Computer-aided Diagnosis  Multi-class  Sparse Dictionary Learning  Latent Concept Pooling  Endoscopy  
UDSFS: Unsupervised deep sparse feature selection 期刊论文
Neurocomputing, 2016, 卷号: 196, 页码: 150-158
Authors:  Cong Y(丛杨);  Wang S(王帅);  Fan BJ(范保杰);  Yang YS(杨云生);  Yu HB(于海斌)
Adobe PDF(1003Kb)  |  Favorite  |  View/Download:430/60  |  Submit date:2016/04/13
Deep Sparse  Feature Selection  Machine Learning  Group Sparsity  Computer Aided Diagnosis  
Folded-concave penalization approaches to tensor completion 期刊论文
Neurocomputing, 2015, 卷号: 152, 页码: 261-273
Authors:  Cao WF(曹文飞);  Wang Y(王尧);  Yang, Can;  Chang, Xiangyu;  Han Z(韩志);  Xu ZB(徐宗本)
Adobe PDF(11144Kb)  |  Favorite  |  View/Download:207/28  |  Submit date:2015/02/04
Tensor Completion  Nuclear Norm  Folded-concave Penalization  Local Linear Approximation  Sparse Learning