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Breakout Session
Affinity Workshop: Women in Machine Learning (WiML) Un-Workshop

Breakout Session 1.6: Fundamentals of Contrastive Learning in Vision


In this breakout session, we will discuss the motivation behind contrastive learning and various recent contrastive models. We will discuss the intuition behind when and why contrastive learning works and how to improve its performance. Finally, we will discuss some tricks for successful application of contrastive learning in vision