Why and How Auxiliary Tasks Improve JEPA Representations

Jiacan Yu, Siyi Chen, Mingrui Liu +5

Joint-Embedding Predictive Architecture (JEPA) is increasingly used for visual representation learning and as a component in model-based RL, but its behavior remains poorly underst…