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Hierarchical Proxy-based Loss for Deep Metric Learning


Mar 25, 2021
Zhibo Yang, Muhammet Bastan, Xinliang Zhu, Doug Gray, Dimitris Samaras


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Whole Slide Images based Cancer Survival Prediction using Attention Guided Deep Multiple Instance Learning Networks


Sep 23, 2020
Jiawen Yao, Xinliang Zhu, Jitendra Jonnagaddala, Nicholas Hawkins, Junzhou Huang

* Medical Image Analysis, Volume 65, October 2020, 101789 
* 22 pages, 13 figures, published in Medical Image Analysis 65, 101789 

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Label-Driven Reconstruction for Domain Adaptation in Semantic Segmentation


Mar 10, 2020
Jinyu Yang, Weizhi An, Sheng Wang, Xinliang Zhu, Chaochao Yan, Junzhou Huang


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Cohesion-based Online Actor-Critic Reinforcement Learning for mHealth Intervention


Aug 23, 2017
Feiyun Zhu, Peng Liao, Xinliang Zhu, Yaowen Yao, Junzhou Huang


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Robust Contextual Bandit via the Capped-$\ell_{2}$ norm


Aug 17, 2017
Feiyun Zhu, Xinliang Zhu, Sheng Wang, Jiawen Yao, Junzhou Huang


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10,000+ Times Accelerated Robust Subset Selection (ARSS)


Nov 17, 2014
Feiyun Zhu, Bin Fan, Xinliang Zhu, Ying Wang, Shiming Xiang, Chunhong Pan


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