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inference efficiency 1relevance anchoring 1training-free methods 1vision-language models 1visual token pruning 1

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1 paper

cs.CV2026

AnchorPrune: Relevance-Anchored Contextual Expansion for Visual Token Pruning

Kyuan Oh, Bumsoo Kim

The paper proposes AnchorPrune, a training‑free method that first selects a relevance‑anchored set of visual tokens and then expands it with complementary context to efficiently pr…