AI RESEARCH
Towards 3D-Aware Video Diffusion Models: Render-Free Human Motion Control with Mesh Tokenization
arXiv CS.AI
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ArXi:2606.02000v1 Announce Type: cross Diffusion models have shown remarkable success in video generation. However, whether such models are truly aware of the 3D structure underlying visual observations, rather than simply reproducing plausible 2D projections, remains an open question. In this work, we investigate this question through human motion control, a task that requires precise modelling of 3D human geometry, motion, camera viewpoint, and scene context.