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Generative Translation Priors: Bayesian Imaging with Cross-Modality Image Translation

Bell, Evan et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognitionimage-and-video-processingmachine-learning
The ability to leverage images from co-available modalities to inform target-domain reconstruction is highly desirable in imaging algorithms. In this work, we introduce Generative Translation Priors (GTP)--a Bayesian framework that transforms diffusion-based image-to-image translation models into cr
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