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Two Birds With One Stone: A Coupled Poisson Deconvolution for Detecting and Describing Topics From Multimodal Web Data 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 8, 页码: 2397-2409
作者:  Pang, Junbiao;  Tao, Fei;  Huang, Qingming;  Tian, Qi;  Yin, Baocai
收藏  |  浏览/下载:74/0  |  提交时间:2019/12/10
Multimodal description  Poisson deconvolution (PD)  topic coherent  topic description  topic detection on Web  
Increasing Interpretation of Web Topic Detection via Prototype Learning From Sparse Poisson Deconvolution 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 3, 页码: 1072-1083
作者:  Pang, Junbiao;  Hu, Anjing;  Huang, Qingming;  Tian, Qi;  Yin, Baocai
收藏  |  浏览/下载:76/0  |  提交时间:2019/04/03
Poisson deconvolution  prototype learning (PL)  sparsity  submodularity  topic interpretation  Web topic detection  
A two-step approach to describing web topics via probable keywords and prototype images from background-removed similarities 期刊论文
NEUROCOMPUTING, 2018, 卷号: 275, 页码: 478-487
作者:  Pang, Junbiao;  Tao, Fei;  Li, Liang;  Huang, Qingming;  Yin, Baocai;  Tian, Qi
收藏  |  浏览/下载:70/0  |  提交时间:2019/12/10
Topic description  Poisson deconvolution  User-Generated Content  Topic detection  Background similarity  Multi-modal description  
AutoBD: Automated Bi-Level Description for Scalable Fine-Grained Visual Categorization 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 1, 页码: 10-23
作者:  Yao, Hantao;  Zhang, Shiliang;  Yan, Chenggang;  Zhang, Yongdong;  Li, Jintao;  Tian, Qi
收藏  |  浏览/下载:64/0  |  提交时间:2019/12/12