Zhihuan Lin, Fei Wang 0056, Weihong Cai, Hao Cai 0002. Anatomic-Decoupling Adaptation: A Unified Framework for Zero/Few-Shot Medical Anomaly Detection. In Stevan Rudinac, Zi Helen Huang, Marcel Worring, Lucia Vadicamo, Xirong Li 0001, Pascal Mettes, Lizi Liao, editors, Proceedings of the 2026 International Conference on Multimedia Retrieval, ICMR 2026, Amsterdam, The Netherlands, June 16-19, 2026. pages 2400-2408, ACM, 2026. [doi]