The SSL Interplay: Augmentations, Inductive Bias, and Generalization

Vivien Cabannes, Bobak T. Kiani, Randall Balestriero +2

Self-supervised learning (SSL) has emerged as a powerful framework to learn representations from raw data without supervision. Yet in practice, engineers face issues such as instab…