@article{decouplingclinicalandclassagnosticfeatur, title = {Decoupling Clinical and Class-Agnostic Features for Reliable Few-Shot Adaptation under Shift}, author = {Umaima Rahman and Raza Imam and Mohammad Yaqub and Dwarikanath Mahapatra}, year = {2025}, eprint = {2509.09397}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.09397}, }