SaF-AD: Saliency-Adaptive and Feature-Consistent Diffusion for Industrial Anomaly Detection.

@inproceedings{liu-2026-safad, author = {Yilong Liu and Yuanyang Zhang and Zirui Luo and Kaixi Xu and Yining Xu and Li Yao}, editor = {Stevan Rudinac and Zi Huang and Marcel Worring and Lucia Vadicamo and Xirong Li and Pascal Mettes and Lizi Liao}, title = {{SaF-AD: Saliency-Adaptive and Feature-Consistent Diffusion for Industrial Anomaly Detection}}, booktitle = {{Proceedings of the 2026 International Conference on Multimedia Retrieval, ICMR 2026, Amsterdam, The Netherlands, June 16-19, 2026}}, pages = {777--786}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805622.3810806}, doi = {https://doi.org/10.1145/3805622.3810806} }