Segmentation with mixed supervision: Confidence maximization helps knowledge distillation

Bingyuan Liu, Christian Desrosiers, Ismail Ben Ayed +1

Despite achieving promising results in a breadth of medical image segmentation tasks, deep neural networks require large training datasets with pixel-wise annotations. Obtaining th…