PhyLatent: Learning Dynamics-Relevant Representations for JEPA World Models

Xi Zeng, Haojie Ren, Ziying Song

We propose PhyLatent, a dynamics-relevant training objective for JointEmbedding Predictive Architecture (JEPA) world models. Our key observation is that preventing global latent co…