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  1. Article

    Open Access

    Regularising Inverse Problems with Generative Machine Learning Models

    Deep neural network approaches to inverse imaging problems have produced impressive results in the last few years. In this survey paper, we consider the use of generative models in a variational regularisation...

    M. A. G. Duff, N. D. F. Campbell… in Journal of Mathematical Imaging and Vision (2024)

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