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MedTokenBudget: Lesion-Preserving Token Routing for Dermoscopic Image Classification

arXiv:2609.30613v1 Announce Type: new Abstract: Dermoscopy classifiers built on Vision Transformers process all image patches uniformly, although diagnostic evidence is concentrated in the lesion region. Existing token pruning methods reduce tokens using generic saliency or similarity signals, but…

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  1. 2026-09-28 04:00 · arXiv cs.CV
    MedTokenBudget: Lesion-Preserving Token Routing for Dermoscopic Image Classification

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