AI RESEARCH
LAMP: Language-Assisted Motion Planning for Controllable Video Generation
arXiv CS.CV
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ArXi:2512.03619v3 Announce Type: replace Video generation has achieved remarkable progress in visual fidelity and controllability, enabling conditioning on text, layout, or motion. Among these, motion control - specifying object dynamics and camera trajectories - is essential for composing complex, cinematic scenes, yet existing interfaces remain limited. We