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CameraCtrl II: Dynamic Scene Exploration via Camera-controlled
Video Diffusion Models

Hao He^1,2 Ceyuan Yang^2,✝ Shanchuan Lin² Yinghao Xu³ Meng Wei⁴ Liangke Gui² Qi Zhao² Gordon Wetzstein³ Lu Jiang² Hongsheng Li¹

¹The Chinese University of Hong Kong ²ByteDance Seed ³Stanford University ⁴ByteDance

^✝Corresponding Author

Research Paper

Dynamic Scenes Exploration

To enable broader exploration of dynamic scenes, our model can generate new video clips of the same scene based on previously generated content and user-provided camera trajectories. This approach maintains dynamic capabilities, accurate camera control, and scene consistency throughout the extended exploration.