Remix: Rebalanced Mixup

Hsin-Ping Chou, Shih-Chieh Chang, Jia-Yu Pan +2

Deep image classifiers often perform poorly when training data are heavily class-imbalanced. In this work, we propose a new regularization technique, Remix, that relaxes Mixup's fo…