contrastive losses

3 papers

• A Statistical Theory of Contrastive Learning via Approximate Sufficient Statistics
• A TRIANGLE Enables Multimodal Alignment Beyond Cosine Similarity
• SEAL: Semantic-Aware Hierarchical Learning for Generalized Category Discovery