2026
LAMP: Language-Assisted Motion Planning for Controllable Video Generation
CVPR 2026
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 interfac