Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift

Behraj Khan, Tahir Qasim Syed, Nouman M. Durrani +3

Foundation models like CLIP and SAM have advanced computer vision and medical imaging via low-shot transfer learning, aiding CADD with limited data. However, their deployment faces…