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Milking CowMask for Semi-Supervised Image Classification
Consistency regularization is a technique for semi-supervised learning t...
03/26/2020 ∙ by Geoff French, et al. ∙
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MetNet: A Neural Weather Model for Precipitation Forecasting
Weather forecasting is a long standing scientific challenge with direct ...
03/24/2020 ∙ by Casper Kaae Sønderby, et al. ∙
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S^4L: Self-Supervised Semi-Supervised Learning
This work tackles the problem of semi-supervised learning of image class...
05/09/2019 ∙ by Xiaohua Zhai, et al. ∙
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MixMatch: A Holistic Approach to Semi-Supervised Learning
Semi-supervised learning has proven to be a powerful paradigm for levera...
05/06/2019 ∙ by David Berthelot, et al. ∙
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When Semi-Supervised Learning Meets Transfer Learning: Training Strategies, Models and Datasets
Semi-Supervised Learning (SSL) has been proved to be an effective way to...
12/13/2018 ∙ by Hong-Yu Zhou, et al. ∙
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Realistic Evaluation of Deep Semi-Supervised Learning Algorithms
Semi-supervised learning (SSL) provides a powerful framework for leverag...
04/24/2018 ∙ by Avital Oliver, et al. ∙
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Teacher-Student Curriculum Learning
We propose Teacher-Student Curriculum Learning (TSCL), a framework for a...
07/01/2017 ∙ by Tambet Matiisen, et al. ∙
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