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Learning Representations for Facial Actions From Unlabeled Videos 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 1, 页码: 302-317
作者:  Li, Yong;  Zeng, Jiabei;  Shan, Shiguang
收藏  |  浏览/下载:22/0  |  提交时间:2022/06/21
Facial action unit detection  self-supervised learning  representation learning  feature disentanglement  encoder-decoder structure  
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:35/0  |  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  
Learning to Diffuse: A New Perspective to Design PDEs for Visual Analysis 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2016, 卷号: 38, 期号: 12, 页码: 2457-2471
作者:  Liu, Risheng;  Zhong, Guangyu;  Cao, Junjie;  Lin, Zhouchen;  Shan, Shiguang;  Luo, Zhongxuan
收藏  |  浏览/下载:40/0  |  提交时间:2019/12/13
Visual diffusion  PDE governed combinatorial optimization  submodularity  saliency detection  object tracking