Mind the Heads: Topological Representation Alignment for Multimodal LLMs

Davide Caffagni, Alberto Compagnoni, Federico Melis +5

Representation alignment has emerged as an effective approach to improve Multimodal Large Language Models (MLLMs) by regularizing their internal representations toward those of an…