A Generalization Theory for JEPA-Based World Models

Jingyi Cui, Qi Zhang, Hongwei Wen +2

Joint Embedding Predictive Architectures (JEPAs) have emerged as a promising paradigm for world modeling by predicting future representations rather than reconstructing observation…