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53. Learning a Personalized Generative Prior for Face Images
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DescriptionThis work introduces the notion of a personalized generative model. Trained on ~100 images of an individual, we learn a personalized prior, custom to their unique appearance. We leverage this prior to solve ill-posed image enhancement and editing tasks — such as super resolution, inpainting, and changing the head pose.