Stable Single-Pixel Contrastive Learning for Semantic and Geometric Tasks

Leonid Pogorelyuk, Niels Bracher, Aaron Verkleeren +2

We pilot a family of stable contrastive losses for learning pixel-level representations that jointly capture semantic and geometric information. Our approach maps each pixel of an…