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Learn2Hop: Learned Optimization on Rough Landscapes

Jul 20, 2021
Amil Merchant, Luke Metz, Sam Schoenholz, Ekin Dogus Cubuk

* ICML 2021, 16 pages, 8 figures, 6 tables 

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Does Data Augmentation Benefit from Split BatchNorms

Oct 15, 2020
Amil Merchant, Barret Zoph, Ekin Dogus Cubuk

* 9 pages (+ 3 for references) 

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Improving 3D Object Detection through Progressive Population Based Augmentation

Apr 02, 2020
Shuyang Cheng, Zhaoqi Leng, Ekin Dogus Cubuk, Barret Zoph, Chunyan Bai, Jiquan Ngiam, Yang Song, Benjamin Caine, Vijay Vasudevan, Congcong Li, Quoc V. Le, Jonathon Shlens, Dragomir Anguelov

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