FairSSL: Fair Multimodal Self-Supervised Learning

Jiaee Cheong, Abtin Mogharabin, Paul Liang +2

Prevalent multimodal self-supervised learning (SSL) methods rely on the redundancy assumption: that different views share substantial task-relevant information. We argue that this…