Predictive Structure Improves Video Diffusion Dynamics
Experiments show that LDO substantially improves physical commonsense, object permanence, and trajectory fidelity while preserving visual quality, suggesting that predictive latent supervision offers a practical route to make video generators not only photorealistic but also physically legible.
Lu-Jun Mi, Yujia Chen, Alex Dimakis et al.
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