Contrastive Learning
Self-supervised learning contrasting positive pairs against negative pairs.
In italiano: Contrastive LearningLearns to pull similar items together and push dissimilar items apart. No labels required. Powers CLIP, SimCLR.
Examples
- CLIP vision-language learning
- SimCLR image representations
- Self-supervised pre-training