arxivcs.CVcs.AI2026-07-08
AnchorPrune: Relevance-Anchored Contextual Expansion for Visual Token Pruning
Large vision-language models incur substantial inference costs because high-resolution inputs introduce thousands of visual tokens, many of which are redundant for a given query. Existing pruning methods often combine query relevance and token diversity, yet these objectives can…