MAGIC: Marginal-Guided Compression with Optimal Transport for Efficient Visual Document Retrieval

Xu Yuan, Hua Liu, Wenqi Fan +1

Recent visual document retrieval (VDR) systems such as ColPali use multi-vector page embeddings, in which patch-level vectors enable fine-grained evidence matching but incur substa…