Overcoming Dimensional Collapse in Self-supervised Contrastive Learning for Medical Image Segmentation

Jamshid Hassanpour, Vinkle Srivastav, Didier Mutter +1

Self-supervised learning (SSL) approaches have achieved great success when the amount of labeled data is limited. Within SSL, models learn robust feature representations by solving…