Breakout Session
in
Affinity Workshop: Women in Machine Learning (WiML) Un-Workshop
Breakout Session 1.6: Fundamentals of Contrastive Learning in Vision
Abstract:
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