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Shang-Quan Sun

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Preprint Nov 2026

VerdictAD: Few-Shot Anomaly Detection via Decision-Guided Refinement

Detecting defects in real-world industrial inspection often requires learning from only a few normal images per category. Recent few-shot anomaly detection methods have achieved strong performance by measuring feature differences between query images and normal references. However, visual differences do not always indi...

Shang-Quan Sun, Wen-Jun Luo, Yuan-Zhi Wang et al. · 0 citations

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