Alex Kurakin

ReMixMatch: Semi-Supervised Learning with Distribution Matching and Augmentation Anchoring

We improve the recently-proposed ``MixMatch semi-supervised learning algorithm by introducing two new techniques: distribution alignment and augmentation anchoring. - Distribution alignment encourages the marginal distribution of predictions on unlabeled data to be close to the marginal distribution…