Warp-as-History: Generalizable Camera-Controlled Video Generation from One Training Video

Yifan Wang, Tong He

Camera-controlled video generation has made substantial progress, enabling generated videos to follow prescribed viewpoint trajectories. However, existing methods usually learn cam…