CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features

A stabilizing data augmentation technique for training on images. Copy a rectangular region from one training image and paste it onto another. Assign labels as a mixture of classes according to the proportion of pixels in the modified image from each class.