Fair Distillation: Teaching Fairness from Biased Teachers in Medical Imaging

Milad Masroor, Tahir Hassan, Yu Tian +4

Deep learning has achieved remarkable success in image classification and segmentation tasks. However, fairness concerns persist, as models often exhibit biases that disproportiona…