SASSL: Enhancing Self-Supervised Learning via Neural Style Transfer

Renan A. Rojas-Gomez, Karan Singhal, Ali Etemad +3

Existing data augmentation in self-supervised learning, while diverse, fails to preserve the inherent structure of natural images. This results in distorted augmented samples with…