Contrastive
Posts with this tag
Posts
-
Contrastive Learning Intuition: InfoNCE, Temperature, Alignment and Uniformity
What the InfoNCE loss actually optimizes, why the temperature matters, and a NumPy experiment that trains a two-dimensional embedding with a hand-derived gradient and shows the before and after.
