SPHERE-JEPA: Spherical Prediction with Homogeneous Embeddings

Léo Nicollier, Max Dunitz, Marc Pic +3

A fundamental open question in self-supervised learning (SSL) is the explicit characterization of the optimal geometry of the learned representations. Recently, LeJEPA identified i…