Abtin Mogharabin

FairSSL: Fair Multimodal Self-Supervised Learning

Multimodal Self-Supervised Learning (SSL) has achieved remarkable success by learning representations from multiple views of data. However, prevalent methods rely on the redundancy assumption—that different views share substantial task-relevant information. We argue that this assumption fails in com…