Warped Diffusion: Solving Video Inverse Problems with Image Diffusion Models

Neural Information Processing Systems 

The function space diffusion models need to be equivariant with respect to the underlying spatial transformations. To ensure temporal consistency, we introduce a simple post-hoc test-time guidance towards (self)-equivariant solutions.

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