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Open access Aug 2026

AdaNMD: Nested Diffusion with Adaptive Resolution Decision for Efficient Industrial Anomaly Localization

Compared to a baseline always using the high-resolution branch, the proposed AdaNMD method improves inference speed by approximately 21%, confirming the architecture’s advantage in achieving high-precision anomaly localization and efficient inference simultaneously.

Tao Yan, Ting Wang, Peng-Fei Qin · 0 citations

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