RealMix: Towards Realistic Semi-Supervised Deep Learning Algorithms

2 code implementations • 18 Dec 2019 • Varun Nair, Javier Fuentes Alonso, Tony Beltramelli

Notably, RealMix achieves an error rate of 9. 79% on CIFAR10 with 250 labels and is the only SSL method tested able to surpass baseline performance when there is significant mismatch in the labeled and unlabeled data distributions.

Deep Learning Semi-Supervised Image Classification