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CASIA OpenIR
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Learning representative and discriminative image representation by deep appearance and spatial coding 期刊论文
Computer Vision and Image Understanding, 2015, 卷号: 136, 期号: 1, 页码: 23-31
作者:  Bingyuan Liu;  Jing Liu;  Hanqing Lu
Adobe PDF(1491Kb)  |  收藏  |  浏览/下载：284/118  |  提交时间：2017/02/20
Image Classification  Deep Learning  Structured Sparsity  
Multimedia News Summarization in Search 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2016, 卷号: 7, 期号: 3
作者:  Li, Zechao;  Tang, Jinhui;  Wang, Xueming;  Liu, Jing;  Lu, Hanqing
Adobe PDF(1304Kb)  |  收藏  |  浏览/下载：492/202  |  提交时间：2016/10/20
Design  Algorithms  Performance  Human Factors  News Summarization  Topic Structure  Multimodal  Hierarchical Latent Dirichlet Allocation  Maximum Spanning Tree  
Domain-Sensitive Recommendation with User-Item Subgroup Analysis 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 卷号: 28, 期号: 4, 页码: 939-950
作者:  Liu, Jing;  Jiang, Yu;  Li, Zechao;  Zhang, Xi;  Lu, Hanqing
浏览  |  Adobe PDF(927Kb)  |  收藏  |  浏览/下载：476/134  |  提交时间：2016/03/30
Recommender System  Matrix Factorization  User-item Subgroup  Collaborative Filtering  
Robust Structured Subspace Learning for Data Representation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2015, 卷号: 37, 期号: 10, 页码: 2085-2098
作者:  Li, Zechao;  Liu, Jing;  Tang, Jinhui;  Lu, Hanqing
浏览  |  Adobe PDF(525Kb)  |  收藏  |  浏览/下载：992/425  |  提交时间：2015/10/13
Data Representation  Latent Subspace  Image Understanding  Feature Learning  Structure Preserving  
Learning Robust Face Representation With Classwise Block-Diagonal Structure 期刊论文
IEEE Transactions on Information Forensics and Security, 2014, 卷号: 9, 期号: 12, 页码: 2051-2062
作者:  Li, Yong;  Liu, Jing;  Lu, Hanqing;  Ma, Songde
浏览  |  Adobe PDF(2662Kb)  |  收藏  |  浏览/下载：451/140  |  提交时间：2015/09/21
Robust Face Recognition  Low-rank And Sparse Representation  Classwise Block-diagonal Structure  
Learning low-rank representations with classwise block-diagonal structure for robust face recognition 会议论文
AAAI Conference on Artificial Intelligence, Québec, Canada, 2014
作者:  Li, Yong;  Liu, Jing;  Li, Zechao;  Zhang, Yangmuzi;  Lu, Hanqing;  Ma, Songde
浏览  |  Adobe PDF(950Kb)  |  收藏  |  浏览/下载：456/127  |  提交时间：2015/08/19
Classwise Block-diagonal Structure  Low-rank Representation  
Co-Regularized PLSA for Multi-View Clustering 会议论文
Asian Conference on Computer Vision (ACCV), Daejeon, Korea, 2012
作者:  Yu Jiang;  Jing Liu;  Zechao Li;  Peng Li;  Hanqing Lu
浏览  |  Adobe PDF(375Kb)  |  收藏  |  浏览/下载：330/91  |  提交时间：2015/08/19
Semi-supervised Unified Latent Factor learning with multi-view data 期刊论文
MACHINE VISION AND APPLICATIONS, 2014, 卷号: 25, 期号: 7, 页码: 1635-1645
作者:  Jiang, Yu;  Liu, Jing;  Li, Zechao;  Lu, Hanqing
浏览  |  Adobe PDF(1009Kb)  |  收藏  |  浏览/下载：337/78  |  提交时间：2015/08/12
Multi-view Learning  Semi-supervised Learning  Unified Latent Factor Learning  Nonnegative Matrix Factorization  
Clustering-Guided Sparse Structural Learning for Unsupervised Feature Selection 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2014, 卷号: 26, 期号: 9, 页码: 2138-2150
作者:  Li, Zechao;  Liu, Jing;  Yang, Yi;  Zhou, Xiaofang;  Lu, Hanqing
浏览  |  Adobe PDF(2323Kb)  |  收藏  |  浏览/下载：779/344  |  提交时间：2015/08/12
Feature Selection  Nonnegative Spectral Clustering  Latent Structure  Row-sparsity  
Image annotation via graph learning 期刊论文
PATTERN RECOGNITION, 2009, 卷号: 42, 期号: 2, 页码: 218-228
作者:  Liu, Jing;  Li, Mingjing;  Liu, Qingshan;  Lu, Hanqing;  Ma, Songde
浏览  |  Adobe PDF(579Kb)  |  收藏  |  浏览/下载：368/154  |  提交时间：2015/08/12
Graph Learning  Image Annotation  Image Similarity  Word Correlation