Can Self-Supervised Representation Learning Methods Withstand Distribution Shifts and Corruptions?

Prakash Chandra Chhipa, Johan Rodahl Holmgren, Kanjar De +2

Self-supervised learning in computer vision aims to leverage the inherent structure and relationships within data to learn meaningful representations without explicit human annotat…