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Learning Feature Hierarchies: A Layer-Wise Tag-Embedded Approach 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 6, 页码: 816-827
Authors:  Yuan, Zhaoquan;  Xu, Changsheng;  Sang, Jitao;  Yan, Shuicheng;  Hossain, M. Shamim
Adobe PDF(1750Kb)  |  Favorite  |  View/Download:120/33  |  Submit date:2015/09/21
Auto-encoder  Deep Learning  Hierarchical Feature Learning  Social Tags  
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:113/42  |  Submit date:2015/08/12
Deep Learning  Feature Learning  India Buffet Process  Social Media  
Latent feature learning in social media network 会议论文
ACM International Conference on Multimedia, 2013
Authors:  Yuan, Zhaoquan;  Sang, Jitao;  Liu, Yan;  Xu, Changsheng
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Tag-aware image classification via Nested Deep Belief nets 会议论文
IEEE International Conference on Multimedia and Expo (ICME), 2013
Authors:  Zhaoquan Yuan;  Jitao Sang;  Changsheng Xu
Adobe PDF(1833Kb)  |  Favorite  |  View/Download:77/11  |  Submit date:2015/08/19