BSR-CLIP: Background-Calibrated Structural Reasoning for Zero-Shot Visual-Language Anomaly Detection.

@inproceedings{wang-2026-bsrclip, author = {Shengchang Wang and Yue Han and Yongquan Xue and Jiao Li and Sizhe Tan and Yunfei Zhang and Liejun Wang and Panpan Zheng}, editor = {Stevan Rudinac and Zi Huang and Marcel Worring and Lucia Vadicamo and Xirong Li and Pascal Mettes and Lizi Liao}, title = {{BSR-CLIP: Background-Calibrated Structural Reasoning for Zero-Shot Visual-Language Anomaly Detection}}, booktitle = {{Proceedings of the 2026 International Conference on Multimedia Retrieval, ICMR 2026, Amsterdam, The Netherlands, June 16-19, 2026}}, pages = {1486--1494}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805622.3810675}, doi = {https://doi.org/10.1145/3805622.3810675} }