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20232026
most citedHierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly Detection

22 citations · 22 across the 5 of their papers we have counts for

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cs.CV2026

One-Step Diffusion with Inverse Residual Fields for Unsupervised Industrial Anomaly Detection

Boan Zhang, Wen Li, Guanhua Yu +3

Diffusion models have achieved outstanding performance in unsupervised industrial anomaly detection (uIAD) by learning a manifold of normal data under the common assumption that of…