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SelectScale: Mining More Patterns from Images via Selective and Soft Dropout

Nov 30, 2020
Zhengsu Chen, Jianwei Niu, Xuefeng Liu, Shaojie Tang

* arXiv admin note: text overlap with arXiv:1810.09849 by other authors 

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Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap

Aug 05, 2020
Lingxi Xie, Xin Chen, Kaifeng Bi, Longhui Wei, Yuhui Xu, Zhengsu Chen, Lanfei Wang, An Xiao, Jianlong Chang, Xiaopeng Zhang, Qi Tian

* 24 pages, 3 figures, 2 tables, meta data updated 

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A Survey on Domain Knowledge Powered Deep Learning for Medical Image Analysis

Apr 28, 2020
Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Zhengsu Chen, Shaojie Tang

* 26 pages, 13 figures 

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Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio

Apr 06, 2020
Zhengsu Chen, Jianwei Niu, Lingxi Xie, Xuefeng Liu, Longhui Wei, Qi Tian

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