@article{singlestepreconstructionfreeanomalydetec, title = {Single-Step Reconstruction-Free Anomaly Detection and Segmentation via Diffusion Models}, author = {Mehrdad Moradi and Marco Grasso and Bianca Maria Colosimo and Kamran Paynabar}, year = {2025}, eprint = {2508.04818}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.04818}, }