AuxMix: Semi-Supervised Learning with Unconstrained Unlabeled Data

Amin Banitalebi-Dehkordi, Pratik Gujjar, Yong Zhang

Semi-supervised learning (SSL) has seen great strides when labeled data is scarce but unlabeled data is abundant. Critically, most recent work assume that such unlabeled data is dr…