massOfai

Contrastive Learning

AI/ML Fundamentals

Representation learning by contrasting positive and negative pairs

What is Contrastive Learning?

Learn embeddings that pull semantically similar examples together and push dissimilar ones apart; used for self-supervised learning.

Real-World Examples

  • SimCLR, MoCo