Contrastive Representation Learning

Contrastive Representation Learning

Contrastive learning has become a cornerstone of my research, particularly in the context of medical imaging and neuroimaging. This approach enables models to learn meaningful representations by maximizing the similarity between related samples while minimizing it for unrelated ones.