Delta-JEPA: Learning Action-Sensitive World Models via Latent Difference Decoding

Zhenghao Zhang, Yuanxiang Wang, Zhenyu Guan +11

Learning visual world models for planning requires compact latent dynamics that remain sensitive to actions, yet reconstruction-free joint-embedding objectives can collapse to acti…