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Cross-Domain Collaborative Learning via Discriminative Non-parametric Bayesian Mode 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 8, 页码: 2086-2099
Authors:  Shengsheng Qian;  Tianzhu Zhang;  Changsheng Xu
View  |  Adobe PDF(1305Kb)  |  Favorite  |  View/Download:105/12  |  Submit date:2018/02/07
Social Media  discriminative non-parametric Bayesian model  multi-modality  
Unconstrained Multimodal Multi-Label Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 11, 页码: 1923-1935
Authors:  Huang, Yan;  Wang, Wei;  Wang, Liang
View  |  Adobe PDF(3011Kb)  |  Favorite  |  View/Download:169/75  |  Submit date:2016/01/18
Multi-label Learning  Multi-task Learning  Multimodal Learning  Restricted Boltzmann Machine  
Cross-Platform Multi-Modal Topic Modeling for Personalized Inter-Platform Recommendation 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 10, 页码: 1787-1801
Authors:  Min, Weiqing;  Bao, Bing-Kun;  Xu, Changsheng;  Hossain, M. Shamim
View  |  Adobe PDF(3462Kb)  |  Favorite  |  View/Download:137/46  |  Submit date:2015/11/04
Cross-platform  Topic Model  Recommendation  
YouTube Video Promotion by Cross-Network Association: @Britney to Advertise Gangnam Style 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 8, 页码: 1248-1261
Authors:  Yan, Ming;  Sang, Jitao;  Xu, Changsheng;  Hossain, M. Shamim
Adobe PDF(2326Kb)  |  Favorite  |  View/Download:97/13  |  Submit date:2015/09/23
Cross-network Analysis  Social Media  Video Promotion  
Cross-Domain Feature Learning in Multimedia 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 1, 页码: 64-78
Authors:  Yang, Xiaoshan;  Zhang, Tianzhu;  Xu, Changsheng;  Xu CS(徐常胜)
View  |  Adobe PDF(3097Kb)  |  Favorite  |  View/Download:100/19  |  Submit date:2016/06/27
Cross-domain  Deep Learning  Feature Learning  Multi-modal  
A Unified Framework of Latent Feature Learning in Social Media 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2014, 卷号: 16, 期号: 6, 页码: 1624-1635
Authors:  Yuan, Zhaoquan;  Sang, Jitao;  Xu, Changsheng;  Liu, Yan
Adobe PDF(1544Kb)  |  Favorite  |  View/Download:108/41  |  Submit date:2015/08/12
Deep Learning  Feature Learning  India Buffet Process  Social Media  
Topic-Sensitive Influencer Mining in Interest-Based Social Media Networks via Hypergraph Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2014, 卷号: 16, 期号: 3, 页码: 796-812
Authors:  Fang, Quan;  Sang, Jitao;  Xu, Changsheng;  Rui, Yong
Adobe PDF(3238Kb)  |  Favorite  |  View/Download:162/87  |  Submit date:2015/08/12
Hypergraph Learning  Influencer Mining  Topic Modeling  
Learn to Personalized Image Search From the Photo Sharing Websites 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2012, 卷号: 14, 期号: 4, 页码: 963-974
Authors:  Sang, Jitao;  Xu, Changsheng;  Lu, Dongyuan
Adobe PDF(1841Kb)  |  Favorite  |  View/Download:82/10  |  Submit date:2015/08/12
Personalized Image Search  Social Annotation  Tensor Factorization  Topic Model  
User-Aware Image Tag Refinement via Ternary Semantic Analysis 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2012, 卷号: 14, 期号: 3, 页码: 883-895
Authors:  Sang, Jitao;  Xu, Changsheng;  Liu, Jing
Adobe PDF(2420Kb)  |  Favorite  |  View/Download:86/17  |  Submit date:2015/08/12
Factor Analysis  Social Media  Tag Refinement  Tensor Factorization