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Milking CowMask for Semi-Supervised Image Classification

Apr 03, 2020
Geoff French, Avital Oliver, Tim Salimans

* 10 pages, 3 figured, submitted to ICML 2020 

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MetNet: A Neural Weather Model for Precipitation Forecasting

Mar 30, 2020
Casper Kaae Sønderby, Lasse Espeholt, Jonathan Heek, Mostafa Dehghani, Avital Oliver, Tim Salimans, Shreya Agrawal, Jason Hickey, Nal Kalchbrenner

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S$^\mathbf{4}$L: Self-Supervised Semi-Supervised Learning

May 09, 2019
Xiaohua Zhai, Avital Oliver, Alexander Kolesnikov, Lucas Beyer

* All four authors contributed equally 

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MixMatch: A Holistic Approach to Semi-Supervised Learning

May 06, 2019
David Berthelot, Nicholas Carlini, Ian Goodfellow, Nicolas Papernot, Avital Oliver, Colin Raffel

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When Semi-Supervised Learning Meets Transfer Learning: Training Strategies, Models and Datasets

Dec 13, 2018
Hong-Yu Zhou, Avital Oliver, Jianxin Wu, Yefeng Zheng

* Technical report 

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Realistic Evaluation of Deep Semi-Supervised Learning Algorithms

Oct 26, 2018
Avital Oliver, Augustus Odena, Colin Raffel, Ekin D. Cubuk, Ian J. Goodfellow

* NIPS 2018 Proceedings 

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Teacher-Student Curriculum Learning

Nov 29, 2017
Tambet Matiisen, Avital Oliver, Taco Cohen, John Schulman

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