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Zero-Shot Learning Using Synthesised Unseen Visual Data with Diffusion Regularisation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 10, 页码: 2498-2512
作者:  Long, Yang;  Liu, Li;  Shen, Fumin;  Shao, Ling;  Li, Xuelong
Adobe PDF(1288Kb)  |  收藏  |  浏览/下载：229/1  |  提交时间：2018/10/12
Zero-shot Learning  Data Synthesis  Diffusion Regularisation  Visual-semantic Embedding  Object Recognition  
Sparse Learning with Stochastic Composite Optimization 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 6, 页码: 1223-1236
作者:  Zhang, Weizhong;  Zhang, Lijun;  Jin, Zhongming;  Jin, Rong;  Cai, Deng;  Li, Xuelong;  Liang, Ronghua;  He, Xiaofei
Adobe PDF(987Kb)  |  收藏  |  浏览/下载：185/0  |  提交时间：2017/05/31
Sparse Learning  Stochastic Optimization  Stochastic Composite Optimization  
A-Optimal Projection for Image Representation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2016, 卷号: 38, 期号: 5, 页码: 1009-1015
作者:  He, Xiaofei;  Zhang, Chiyuan;  Zhang, Lijun;  Li, Xuelong
Adobe PDF(396Kb)  |  收藏  |  浏览/下载：150/1  |  提交时间：2016/08/19
Dimensionality Reduction  Optimal Design  Image Representation  
Fast and Accurate Matrix Completion via Truncated Nuclear Norm Regularization 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2013, 卷号: 35, 期号: 9, 页码: 2117-2130
作者:  Hu, Yao;  Zhang, Debing;  Ye, Jieping;  Li, Xuelong;  He, Xiaofei
Adobe PDF(1907Kb)  |  收藏  |  浏览/下载：1134/1  |  提交时间：2015/06/08
Matrix Completion  Nuclear Norm Minimization  Alternating Direction Method Of Multipliers  Accelerated Proximal Gradient Method  
Constrained Nonnegative Matrix Factorization for Image Representation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2012, 卷号: 34, 期号: 7, 页码: 1299-1311
作者:  Liu, Haifeng;  Wu, Zhaohui;  Li, Xuelong;  Cai, Deng;  Huang, Thomas S.
Adobe PDF(2042Kb)  |  收藏  |  浏览/下载：867/2  |  提交时间：2012/09/03
Nonnegative Matrix Factorization  Semi-supervised Learning  Dimension Reduction  Clustering  
Color to Gray: Visual Cue Preservation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2010, 卷号: 32, 期号: 9, 页码: 1537-1552
作者:  Song, Mingli;  Tao, Dacheng;  Chen, Chun;  Li, Xuelong;  Chen, Chang Wen;  M. Song
Adobe PDF(3827Kb)  |  收藏  |  浏览/下载：345/5  |  提交时间：2011/01/11
Color To Gray  Probabilistic Graphical Model  Visual Cue