MVTrack4Gen Uses Multi-View Point Tracking to Supervise Novel-View Video Generation

MVTrack4Gen adds multi-view point tracking as a geometric and motion supervision signal on top of camera-conditioning-only video generation models, targeting the consistency failures that plague dynamic objects in monocular-to-novel-view synthesis. The approach avoids reliance on explicit 3D reconstruction modules, which degrade on dynamic scenes.