A variational diffusion channel decoder fuses belief propagation with diffusion models to achieve the best reported decoding performance among neural methods while using significantly less computation and storage.
Deep unsupervised learning using nonequilibrium thermodynamics,
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DiffMagicFace uses concurrent fine-tuned text and image diffusion models plus a rendered multi-view dataset to achieve identity-consistent text-conditioned editing of real facial videos.
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Variational Diffusion Channel Decoder
A variational diffusion channel decoder fuses belief propagation with diffusion models to achieve the best reported decoding performance among neural methods while using significantly less computation and storage.
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DiffMagicFace: Identity Consistent Facial Editing of Real Videos
DiffMagicFace uses concurrent fine-tuned text and image diffusion models plus a rendered multi-view dataset to achieve identity-consistent text-conditioned editing of real facial videos.