SPHERE-JEPA: Spherical Prediction with Homogeneous Embeddings

L{é}o Nicollier, Léo Nicollier, Max Dunitz +5

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…