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What is a Tabby? Interpretable Model Decisions by Learning Attribute-Based Classification Criteria 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 5, 页码: 1791-1807
作者:  Liu, Haomiao;  Wang, Ruiping;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：37/0  |  提交时间：2021/12/01
Cats  Prototypes  Visualization  Task analysis  Streaming media  Predictive models  Scalability  Interpretable model  visual attributes  convolutional neural network  classification criteria  
Tattoo Image Search at Scale: Joint Detection and Compact Representation Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2019, 卷号: 41, 期号: 10, 页码: 2333-2348
作者:  Han, Hu;  Li, Jie;  Jain, Anil K.;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：263/0  |  提交时间：2019/12/10
Large-scale tattoo search  joint detection and representation learning  sketch based search  multi-task learning  
Cross Euclidean-to-Riemannian Metric Learning with Application to Face Recognition from Video 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 12, 页码: 2827-2840
作者:  Huang, Zhiwu;  Wang, Ruiping;  Shan, Shiguang;  Van Gool, Luc;  Chen, Xilin
收藏  |  浏览/下载：79/0  |  提交时间：2019/08/16
Riemannian manifold  video-based face recognition  cross Euclidean-to-Riemannian metric learning  
Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 11, 页码: 2597-2609
作者:  Han, Hu;  Jain, Anil K.;  Wang, Fang;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：76/0  |  提交时间：2019/12/10
Face recognition  heterogeneous attribute estimation  attribute correlation  attribute heterogeneity  multi-task learning