HAAF: Hierarchical Adaptation and Alignment of Foundation Models for Few-Shot Pathology Anomaly Detection.

@inproceedings{yang-2026-haaf, author = {Chunze Yang and Wenjie Zhao and Yue Tang and Junbo Lu and Jiusong Ge and Qidong Liu and Zeyu Gao and Chen Li}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{HAAF: Hierarchical Adaptation and Alignment of Foundation Models for Few-Shot Pathology Anomaly Detection}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {9263--9274}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3793015}, doi = {https://doi.org/10.1145/3774904.3793015} }