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Zhi-Guang Liu

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Preprint Aug 2026

4DStreamCtrl: Interactive Video Generation with Online 4D Control

This work shows that camera motion, object trajectories, and depth can be unified into a single 3D point-track representation, from which one model performs joint camera and object control, depth editing, and motion transfer in a single forward pass, enabling interactive 4D-controllable streaming generation for the first time.

Shiqian Li, Chenguo Lin, Zhi-Guang Liu et al. · 0 citations