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Fast and Painless Image Reconstruction in Deep Image Prior Subspaces


Feb 20, 2023
Riccardo Barbano, Javier Antorán, Johannes Leuschner, José Miguel Hernández-Lobato, Željko Kereta, Bangti Jin

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Sampling-based inference for large linear models, with application to linearised Laplace


Oct 10, 2022
Javier Antorán, Shreyas Padhy, Riccardo Barbano, Eric Nalisnick, David Janz, José Miguel Hernández-Lobato

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Bayesian Experimental Design for Computed Tomography with the Linearised Deep Image Prior


Jul 11, 2022
Riccardo Barbano, Johannes Leuschner, Javier Antorán, Bangti Jin, José Miguel Hernández-Lobato

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Adapting the Linearised Laplace Model Evidence for Modern Deep Learning


Jun 17, 2022
Javier Antorán, David Janz, James Urquhart Allingham, Erik Daxberger, Riccardo Barbano, Eric Nalisnick, José Miguel Hernández-Lobato

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* Paper appearing at ICML 2022 

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A Probabilistic Deep Image Prior for Computational Tomography


Feb 28, 2022
Javier Antorán, Riccardo Barbano, Johannes Leuschner, José Miguel Hernández-Lobato, Bangti Jin

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Is Deep Image Prior in Need of a Good Education?


Nov 23, 2021
Riccardo Barbano, Johannes Leuschner, Maximilian Schmidt, Alexander Denker, Andreas Hauptmann, Peter MaaĂź, Bangti Jin

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Conditional Variational Autoencoder for Learned Image Reconstruction


Oct 25, 2021
Chen Zhang, Riccardo Barbano, Bangti Jin

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* 22 pages, preliminary version appeared as 1908.01010 

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Unsupervised Knowledge-Transfer for Learned Image Reconstruction


Jul 06, 2021
Riccardo Barbano, Zeljko Kereta, Andreas Hauptmann, Simon R. Arridge, Bangti Jin

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Quantifying Sources of Uncertainty in Deep Learning-Based Image Reconstruction


Nov 30, 2020
Riccardo Barbano, Željko Kereta, Chen Zhang, Andreas Hauptmann, Simon Arridge, Bangti Jin

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* NeurIPS 2020 Workshop on Deep Learning and Inverse Problems 

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