Dmitry Ulyanov personal blog

Deep image prior 'learns' on just one image

Deep convolutional networks have become a popular tool for image generation and restoration. Generally, their excellent performance is imputed to their ability to learn realistic image priors from a large number of example images. In this paper, we show that, on the contrary, the structure of a generator network is…
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AI & Machine LearningMath & Algorithms2017

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Nov 30, 2017Deep image prior 'learns' on just one image by singularity2001782223

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