AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation

David Berthelot, Rebecca Roelofs, Kihyuk Sohn +2

We extend semi-supervised learning to the problem of domain adaptation to learn significantly higher-accuracy models that train on one data distribution and test on a different one…