Thomas Brox

Anomaly Detection with Conditioned Denoising Diffusion Models

2023 · arXiv (Cornell University)

Traditional reconstruction-based methods have struggled to achieve competitive performance in anomaly detection. In this paper, we introduce Denoising Diffusion Anomaly Detection (DDAD), a novel denoising process for image reconstruction conditioned on a target image. This …