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Learning Through Deterministic Assignment of Hidden Parameters 期刊论文
IEEE Transactions on Cybernetics, 2018, 页码: 1-14
Authors:  Fang, Jian;  Lin, Shaobo;  Xu ZB(徐宗本)
View  |  Adobe PDF(995Kb)  |  Favorite  |  View/Download:34/5  |  Submit date:2019/01/13
Bright parameters  hidden parameters  learning rate  neural networks  supervised learning  
Total Variation Regularized Tensor RPCA for Background Subtraction from Compressive Measurements 期刊论文
IEEE Transactions on Image Processing, 2016, 卷号: 25, 期号: 9, 页码: 4075-4090
Authors:  Cao WF(曹文飞);  Wang Y(王尧);  Sun J(孙剑);  Meng DY(孟德宇);  Yang, Can;  Cichocki, Andrzej;  Xu ZB(徐宗本)
View  |  Adobe PDF(7814Kb)  |  Favorite  |  View/Download:161/32  |  Submit date:2016/08/13
Block-sparse compressed sensing with partially known signal support via non-convex minimisation 期刊论文
IET Signal Processing, 2016, 卷号: 10, 期号: 7, 页码: 717-723
Authors:  He, Shiying;  Wang Y(王尧);  Wang JJ(王建军);  Xu ZB(徐宗本)
View  |  Adobe PDF(507Kb)  |  Favorite  |  View/Download:166/58  |  Submit date:2016/09/17
Video Primal Sketch: A Unified Middle-Level Representation for Video 期刊论文
Journal of Mathematical Imaging and Vision, 2015, 卷号: 53, 期号: 2, 页码: 151-170
Authors:  Han Z(韩志);  Xu ZB(徐宗本);  Zhu SC(朱松纯)
View  |  Adobe PDF(6468Kb)  |  Favorite  |  View/Download:247/33  |  Submit date:2015/03/17
Middle-level Vision  Video Representation  Textured Motion  Dynamic Texture Synthesis  Primal Sketch  
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)
View  |  Adobe PDF(11144Kb)  |  Favorite  |  View/Download:152/19  |  Submit date:2015/02/04
Tensor Completion  Nuclear Norm  Folded-concave Penalization  Local Linear Approximation  Sparse Learning