Preprint
Aug 2026
Learning How the World Evolves: Extrapolative Video World Models via Latent Dynamics Reasoning
This work introduces Latent Dynamics Reasoning (LDR), the first video world model that extrapolates learned dynamics beyond its training distribution and can even generalize under severe shift.
Haodong Li, Shaoteng Liu, Tianyu Wang et al.
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