A Unified Geometric Framework for Weighted Contrastive Learning
arXiv:2605.13943v1 Announce Type: new
Abstract: Contrastive learning (CL) aims to preserve relational structure between samples by learning representations that reflect a similarity graph. Yet, the geometry of the resulting embeddings remains poorly u…