Maximally Useful and Minimally Redundant: The Key to Self Supervised Learning for Imbalanced Data

Yash Kumar Sharma, Vineet Padmanabhan

Contrastive self supervised learning(CSSL) usually makes use of the multi-view assumption which states that all relevant information must be shared between all views. The main obje…