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Active Learning to Classify Macromolecular Structures in situ for Less Supervision in Cryo-Electron Tomography


Feb 24, 2021
Xuefeng Du, Haohan Wang, Zhenxi Zhu, Xiangrui Zeng, Yi-Wei Chang, Jing Zhang, Eric Xing, Min Xu

* 14 ages 

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Learning Diverse-Structured Networks for Adversarial Robustness


Feb 08, 2021
Xuefeng Du, Jingfeng Zhang, Bo Han, Tongliang Liu, Yu Rong, Gang Niu, Junzhou Huang, Masashi Sugiyama

* 26 pages, 8 figures 

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Small-Group Learning, with Application to Neural Architecture Search


Dec 23, 2020
Xuefeng Du, Pengtao Xie

* arXiv admin note: substantial text overlap with arXiv:2011.15102, arXiv:2012.04863 

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Skillearn: Machine Learning Inspired by Humans' Learning Skills


Dec 09, 2020
Pengtao Xie, Xuefeng Du, Hao Ban

* arXiv admin note: substantial text overlap with arXiv:2011.15102 

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Learning by Passing Tests, with Application to Neural Architecture Search


Nov 30, 2020
Xuefeng Du, Pengtao Xie


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Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding


Jul 06, 2020
Lin Lan, Pinghui Wang, Xuefeng Du, Kaikai Song, Jing Tao, Xiaohong Guan


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Towards Efficient Unconstrained Palmprint Recognition via Deep Distillation Hashing


Apr 07, 2020
Huikai Shao, Dexing Zhong, Xuefeng Du

* 13 pages, 8 figures, to access database, see http://gr.xjtu.edu.cn/web/bell/resource 

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