Learning How the World Evolves: Extrapolative Video World Models via Latent Dynamics Reasoning

Haodong Li, Shaoteng Liu, Tianyu Wang +7

The world evolves following its dynamics, i.e., its laws of motion. However, leading video diffusion models largely fit the pixels without modeling how the pixels transit over time…