Blogs / Personal blogs

Dmitry Ulyanov

dmitryulyanov.github.io

Technical blog

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Math & Algorithms 1AI & Machine Learning 1

1

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…