Robert Jenkinson Alvarez

HamJEPA advances JEPAs with Hamiltonian geometry and symplectic prediction

Researchers have introduced HamJEPA, a novel approach to Joint Embedding Predictive Architectures (JEPAs) that moves beyond isotropic regularization. This new method encodes views as phase-space states and uses a learne…