ReFP-AD uses rectified-flow preconditioning to make finite-step MCMC stable for energy-based anomaly detection on full-dimensional DINOv2 tokens, achieving strong AUROC on MVTec-AD and VisA.
CR Acad Sci (Paris)146, 530 (1908) 2
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ReFP-AD: Rectified Flow Preconditioning for Energy-Based Anomaly Detection
ReFP-AD uses rectified-flow preconditioning to make finite-step MCMC stable for energy-based anomaly detection on full-dimensional DINOv2 tokens, achieving strong AUROC on MVTec-AD and VisA.