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Efficient Scale-Permuted Backbone with Learned Resource Distribution

Oct 22, 2020
Xianzhi Du, Tsung-Yi Lin, Pengchong Jin, Yin Cui, Mingxing Tan, Quoc Le, Xiaodan Song

* ECCV2020 

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Go Wide, Then Narrow: Efficient Training of Deep Thin Networks

Jul 01, 2020
Denny Zhou, Mao Ye, Chen Chen, Tianjian Meng, Mingxing Tan, Xiaodan Song, Quoc Le, Qiang Liu, Dale Schuurmans

* ICML 2020 

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MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices

Apr 14, 2020
Zhiqing Sun, Hongkun Yu, Xiaodan Song, Renjie Liu, Yiming Yang, Denny Zhou

* Accepted to ACL 2020 

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BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models

Mar 24, 2020
Jiahui Yu, Pengchong Jin, Hanxiao Liu, Gabriel Bender, Pieter-Jan Kindermans, Mingxing Tan, Thomas Huang, Xiaodan Song, Ruoming Pang, Quoc Le

* Technical report 

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SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization

Dec 10, 2019
Xianzhi Du, Tsung-Yi Lin, Pengchong Jin, Golnaz Ghiasi, Mingxing Tan, Yin Cui, Quoc V. Le, Xiaodan Song


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High Resolution Medical Image Analysis with Spatial Partitioning

Sep 12, 2019
Le Hou, Youlong Cheng, Noam Shazeer, Niki Parmar, Yeqing Li, Panagiotis Korfiatis, Travis M. Drucker, Daniel J. Blezek, Xiaodan Song


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Reducing BERT Pre-Training Time from 3 Days to 76 Minutes

Apr 01, 2019
Yang You, Jing Li, Jonathan Hseu, Xiaodan Song, James Demmel, Cho-Jui Hsieh


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