Sohail Rajabi

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

It is argued that effective compression should preserve query-relevant coverage, meaning the diverse document regions that may become the strongest MaxSim match across queries, rather than selecting patches independently by salience, why dense rendered pages are easier to compress than natural images.