Coverage Matters: MarginMerge for Compressing Multi-Vector Visual Document Retrievers

Ailar Mahdizadeh, Aria Salari, Sohail Rajabi +3

Multi-vector visual document retrievers such as ColPali and ColQwen achieve strong retrieval by storing fine-grained patch embeddings, but this produces large indexes and costly la…