X-Edit: Exact, Explicit, and Explainable Null-Space Editing for Medical Vision Transformers

Yuanye Liu, Siyuan Zhou, Ke Zhang +3

Pre-trained Vision Transformers (ViTs) are increasingly deployed for medical image classification. However, correcting their inevitable failure cases in dynamic clinical scenarios…