Realistic Evaluation of Deep Semi-Supervised Learning Algorithms - - PowerPoint PPT Presentation

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realistic evaluation of deep semi supervised learning
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Realistic Evaluation of Deep Semi-Supervised Learning Algorithms - - PowerPoint PPT Presentation

Mar 13, 2023 42 likes •214 views

Realistic Evaluation of Deep Semi-Supervised Learning Algorithms Avital Oliver* Augustus Odena* Colin Raffel* Ekin Dogus Cubuk Ian Goodfellow vs. Error rates for our reimplementation of different semi-supervised learning methods. Reported

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Realistic Evaluation of Deep Semi-Supervised Learning Algorithms

Avital Oliver* Augustus Odena* Colin Raffel* Ekin Dogus Cubuk Ian Goodfellow

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vs.

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Error rates for our reimplementation of different semi-supervised learning methods.

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Reported change in error rate from fully-supervised (no unlabeled data) to semi-supervised learning.

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Comparison of error rates for the best-performing semi-supervised learning method and transfer learning.

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Paper: https://arxiv.org/abs/1804.09170 Code: https://github.com/brain-research/realistic-ssl-evaluation/ Poster: Today, 10:45 AM - 12:45 PM, Room 210 & 230 AB #95