Disentangling the Effects of Data Augmentation and Format Transform in Self-Supervised Learning of Image Representations

Neha Kalibhat, Warren Morningstar, Alex Bijamov +3

Self-Supervised Learning (SSL) enables training performant models using limited labeled data. One of the pillars underlying vision SSL is the use of data augmentations/perturbation…