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Layerwise Bregman Representation Learning with Applications to Knowledge Distillation


Sep 15, 2022
Ehsan Amid, Rohan Anil, Christopher Fifty, Manfred K. Warmuth


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N-Grammer: Augmenting Transformers with latent n-grams


Jul 13, 2022
Aurko Roy, Rohan Anil, Guangda Lai, Benjamin Lee, Jeffrey Zhao, Shuyuan Zhang, Shibo Wang, Ye Zhang, Shen Wu, Rigel Swavely, Tao, Yu, Phuong Dao, Christopher Fifty, Zhifeng Chen, Yonghui Wu

* 8 pages, 2 figures 

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Step-size Adaptation Using Exponentiated Gradient Updates


Jan 31, 2022
Ehsan Amid, Rohan Anil, Christopher Fifty, Manfred K. Warmuth


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Co-training Transformer with Videos and Images Improves Action Recognition


Dec 14, 2021
Bowen Zhang, Jiahui Yu, Christopher Fifty, Wei Han, Andrew M. Dai, Ruoming Pang, Fei Sha


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Efficiently Identifying Task Groupings for Multi-Task Learning


Sep 10, 2021
Christopher Fifty, Ehsan Amid, Zhe Zhao, Tianhe Yu, Rohan Anil, Chelsea Finn


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Measuring and Harnessing Transference in Multi-Task Learning


Oct 29, 2020
Christopher Fifty, Ehsan Amid, Zhe Zhao, Tianhe Yu, Rohan Anil, Chelsea Finn


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Small Towers Make Big Differences


Aug 13, 2020
Yuyan Wang, Zhe Zhao, Bo Dai, Christopher Fifty, Dong Lin, Lichan Hong, Ed H. Chi


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Simplifying Graph Convolutional Networks


Feb 19, 2019
Felix Wu, Tianyi Zhang, Amauri Holanda de Souza Jr., Christopher Fifty, Tao Yu, Kilian Q. Weinberger

* Code available at https://github.com/Tiiiger/SGC 

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