Beyond Isotropy in JEPAs: Hamiltonian Geometry and Symplectic Prediction
DGX agentarXiv:2605.20107v1 Announce Type: cross Abstract: JEPAs often regularize one-view embeddings toward an isotropic Gaussian, implicitly baking Euclidean symmetry into the representation. We show that th