Shared Geometry As A Rosetta Stone: Cross-Modal Alignment Without Paired Data.

arXiv:2610.09411v2 Announce Type: replace-cross Abstract: Multimodal representations enable zero-shot classification and retrieval, but aligning independently trained models usually requires large amounts of paired data. Yet, the Platonic Representation Hypoth