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Milking CowMask for Semi-Supervised Image Classification



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



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



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



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



Hong-Yu Zhou , Avital Oliver , Jianxin Wu , Yefeng Zheng

* Technical report 

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Realistic Evaluation of Deep Semi-Supervised Learning Algorithms



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

* NIPS 2018 Proceedings 

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Teacher-Student Curriculum Learning



Tambet Matiisen , Avital Oliver , Taco Cohen , John Schulman


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