LIFT: Layout-In-Future Video Generation under Large Viewpoint Change via On-Policy Self-Distillation

Shengxiang Ji, Boyang Wang, Haiyang Xu +9

We introduce LIFT, a unified image-to-video generation framework that complements camera control with Layout-In-FuTure control, enabling users to specify what should appear in a fu…