RealMix: Towards Realistic Semi-Supervised Deep Learning Algorithms

Varun Nair, Javier Fuentes Alonso, Tony Beltramelli

Semi-Supervised Learning (SSL) algorithms have shown great potential in training regimes when access to labeled data is scarce but access to unlabeled data is plentiful. However, o…