Realistic Evaluation of Deep Semi-Supervised Learning Algorithms

Avital Oliver, Augustus Odena, Colin Raffel +2

Semi-supervised learning (SSL) provides a powerful framework for leveraging unlabeled data when labels are limited or expensive to obtain. SSL algorithms based on deep neural netwo…