A diffusion model animates a character into arbitrary dynamic backgrounds by conditioning on a rendered 3D-avatar video, reframing open-domain animation as a restoration problem.
Videocrafter2: Overcoming data limitations for high-quality video diffu- sion models
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AniCrafter: Customizing Realistic Human-Centric Animation via Avatar-Background Conditioning in Video Diffusion Models
A diffusion model animates a character into arbitrary dynamic backgrounds by conditioning on a rendered 3D-avatar video, reframing open-domain animation as a restoration problem.