Contrastive Learning Survey (7) — Contrastive Learning theory

Why Contrastive Learning can work? It is also an interesting field and has many excellent papers.

At present, mutual information is a key point in my cognition. Of course, this chapter will continue to be updated as my research progresses.

What Makes for Good Views for Contrastive Learning

Demystifying Self-Supervised Learning: An Information-Theoretical Framework

On Mutual Information in Contrastive Learning for Visual Representations