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image quality assessment 1memory bank 1re-ranking 1test-time adaptation 1vision-language models 1

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1 paper

cs.CV2026

ME-IQA: Memory-Enhanced Image Quality Assessment via Re-Ranking

Kanglong Fan, Tianhe Wu, Wen Wen +6

The paper introduces ME‑IQA, a test‑time memory‑enhanced re‑ranking framework that leverages a memory bank of reasoning summaries to retrieve similar images, converts a vision‑lang…