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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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GOLD-NAS: Gradual, One-Level, Differentiable

Jul 07, 2020
Kaifeng Bi, Lingxi Xie, Xin Chen, Longhui Wei, Qi Tian

* 14 pages, 5 figures 

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Stabilizing DARTS with Amended Gradient Estimation on Architectural Parameters

Nov 11, 2019
Kaifeng Bi, Changping Hu, Lingxi Xie, Xin Chen, Longhui Wei, Qi Tian

* 13 pages, 3 figures, submitted to ICLR 2020, just an update of the authors' emails 

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