SemanticREPA aligns structure representations from video latents with depth features and ID representations with face recognition features to supervise diffusion models, yielding more coherent and consistent human animations.
Video depth anything: Consistent depth estimation for super-long videos
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Improving Human Image Animation via Semantic Representation Alignment
SemanticREPA aligns structure representations from video latents with depth features and ID representations with face recognition features to supervise diffusion models, yielding more coherent and consistent human animations.