MotionJEPA: Preventing Temporal Feature Collapse by Capturing Visual Changes in Latent Space

Markus Karmann, Shile Li, Christian Internò +10

Joint Embedding Predictive Architectures (JEPAs) are a promising paradigm for learning task-agnostic latent world models without visual reconstruction. However, standard JEPA train…