AnchorPrune: Relevance-Anchored Contextual Expansion for Visual Token Pruning

Kyuan Oh, Bumsoo Kim

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. E…