WorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory
We present WorldDirector, a highly controllable video world model framework designed for persistent dynamic object memory and unrestricted viewpoint exploration. Unlike existing world models that entangle physical dynamics with pixel rendering and rely on continuous visual observation to sustain motion, our framework explicitly decouples semantic motion orchestration from visual generation. By leveraging an LLM to coordinate 3D trajectories with camera movements and subsequently employing these orchestrated trajectories as control signals for video generation, our approach ensures strict physi
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- Linked via arxiv authorHanlin Wang →
WorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory
- Linked via arxiv authorHao Ouyang →
WorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory
- Linked via arxiv authorQiuyu Wang →
WorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory
- Linked via arxiv authorWen Wang →
WorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory
- Linked via arxiv authorQingyan Bai →
WorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory
- Linked via arxiv authorKa Leong Cheng →
WorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory
- Linked via arxiv authorYue Yu →
WorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory
- Linked via arxiv authorYixuan Li →
WorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory
- Linked via arxiv authorYihao Meng →
WorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory
- Linked via arxiv authorZichen Liu →
WorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory
- Linked via arxiv authorYanhong Zeng →
WorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory
- Linked via arxiv authorYujun Shen →
WorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory
- Linked via arxiv authorQifeng Chen →
WorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory