Tom Bekor*

FreeAugment: Data Augmentation Search Across All Degrees of Freedom

"Data augmentation has become an integral part of deep learning, as it is known to improve the generalization capabilities of neural networks. Since the most effective set of image transformations differs between tasks and domains, automatic data augmentation search aims to alleviate the extreme bur…