Hao-Wen Xiang

FlexVDR: Learning to Allocate Matryoshka Representation Budgets for Visual Document Retrieval

Visual document retrieval relies on rich multi-vector representations to capture fine-grained evidence in document pages, but encoding and matching these representations can be computationally expensive. Existing compression and elastic representation methods expose smaller configurations, yet making multiple budgets a...