CASIA OpenIR
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GraphAIR: Graph representation learning with neighborhood aggregation and interaction 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 112, 页码: 11
作者:  Hu, Fenyu;  Zhu, Yanqiao;  Wu, Shu;  Huang, Weiran;  Wang, Liang;  Tan, Tieniu
Adobe PDF(839Kb)  |  收藏  |  浏览/下载:557/240  |  提交时间:2021/03/29
Graph representation learning  Neighborhood aggregation  Graph neural networks  Neighborhood interaction  Node classification  Link prediction  
Robust linear representation via exploiting structure prior 期刊论文
PATTERN RECOGNITION, 2018, 卷号: 76, 期号: NA, 页码: 560-568
作者:  Wang, Dong;  He, Ran;  Wang, Liang;  Tan, Tieniu
收藏  |  浏览/下载:259/0  |  提交时间:2018/06/07
Linear Representation  Half-quadratic Optimization  Occlusion Prior  
Feature Selection Based on Structured Sparsity: A Comprehensive Study 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 7, 页码: 1490-1507
作者:  Gui, Jie;  Sun, Zhenan;  Ji, Shuiwang;  Tao, Dacheng;  Tan, Tieniu
浏览  |  Adobe PDF(3835Kb)  |  收藏  |  浏览/下载:596/287  |  提交时间:2017/09/12
Dimensionality Reduction  Feature Selection  Sparse  Structured Sparsity  
Representative Vector Machines: A Unified Framework for Classical Classifiers 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 8, 页码: 1877-1888
作者:  Gui, Jie;  Liu, Tongliang;  Tao, Dacheng;  Sun, Zhenan;  Tan, Tieniu
浏览  |  Adobe PDF(1081Kb)  |  收藏  |  浏览/下载:456/113  |  提交时间:2016/10/20
Discriminant Vector Machine (Dvm)  Pattern Classification  Representative Vector Machines (Rvms)  Sparse Representation  Support Vector Machines (Svms)  
Transformation invariant subspace clustering 期刊论文
PATTERN RECOGNITION, 2016, 卷号: 59, 期号: doi:10.1016/j.patcog.2016.02.006, 页码: 142-155
作者:  Li, Qi;  Sun, Zhenan;  Lin, Zhouchen;  He, Ran;  Tan, Tieniu
浏览  |  Adobe PDF(3366Kb)  |  收藏  |  浏览/下载:372/109  |  提交时间:2016/06/22
Transformation  Subspace Clustering  Joint Alignment And Clustering  
Learning Predictable Binary Codes for Face Indexing 期刊论文
PATTERN RECOGNITION, 2015, 卷号: 48, 期号: 10, 页码: 3160-3168
作者:  Ran He(赫然);  Yinghao Cai;  Tieniu Tan;  Larry Davis
浏览  |  Adobe PDF(1038Kb)  |  收藏  |  浏览/下载:569/211  |  提交时间:2015/09/17
Binary Codes  Hashing  Face Index  Large Scale  Feature Learning  
Half-quadratic based Iterative Minimization for Robust Sparse Representation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2014, 卷号: 36, 期号: 2, 页码: 261-275
作者:  Ran He(赫然);  Weishi Zheng;  Tieniu Tan;  Zhenan Sun;  He, Ran
浏览  |  Adobe PDF(1429Kb)  |  收藏  |  浏览/下载:465/190  |  提交时间:2015/08/12
l(1)-minimization  Half-quadratic Optimization  Sparse Representation  M-estimator  Correntropy  
Robust Recovery of Corrupted Low-Rank Matrix by Implicit Regularizers 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2014, 卷号: 36, 期号: 4, 页码: 770-783
作者:  He, Ran;  Tan, Tieniu;  Wang, Liang
浏览  |  Adobe PDF(1640Kb)  |  收藏  |  浏览/下载:440/131  |  提交时间:2015/08/12
Pca  Implicit Regularizers  Low-rank Matrix Recovery  Correntropy  l(1) Regularization