Internal Discrepancy for Contrastive Learning: Generalization Bounds and Downstream Behaviors.

arXiv:2610.32729v1 Announce Type: cross Abstract: Contrastive learning has emerged as a popular paradigm for training representation models. While prior studies pursue more practical and less restrictive assumptions to enhance theoretical understanding of cont