Fatemeh Haghighi

DiRA: Discriminative, Restorative, and Adversarial Learning for Self-Supervised Medical Image Analysis

Discriminative learning, restorative learning, and adversarial learning have proven beneficial for self-supervised learning schemes in computer vision and medical imaging. Existing efforts, however, omit their synergistic effects on each other in a ternary setup, which, we envision, can significantl…