Articles with public access mandates - Riccardo BarbanoLearn more
Available somewhere: 10
An Educated Warm Start For Deep Image Prior-Based Micro CT Reconstruction
R Barbano, J Leuschner, M Schmidt, A Denker, A Hauptmann, P Maaß, ...
IEEE Transactions on Computational Imaging 8, 1210-1222, 2022
Mandates: National Natural Science Foundation of China, German Research Foundation …
Adapting the Linearised Laplace Model Evidence for Modern Deep Learning
J Antorán, D Janz, JU Allingham, E Daxberger, RR Barbano, E Nalisnick, ...
International Conference on Machine Learning, 796-821, 2022
Mandates: UK Engineering and Physical Sciences Research Council
Quantifying Model Uncertainty in Inverse Problems via Bayesian Deep Gradient Descent
R Barbano, C Zhang, S Arridge, B Jin
2020 25th International Conference on Pattern Recognition (ICPR), 1392-1399, 2020
Mandates: UK Engineering and Physical Sciences Research Council
Conditional Variational Autoencoder for Learned Image Reconstruction
C Zhang, R Barbano, B Jin
Computation 9 (11), 114, 2021
Mandates: UK Engineering and Physical Sciences Research Council
Uncertainty Estimation for Computed Tomography with a Linearised Deep Image Prior
J Antorán, R Barbano, J Leuschner, JM Hernández-Lobato, B Jin
Transactions on Machine Learning Research (12/2023), 2022
Mandates: German Research Foundation, UK Engineering and Physical Sciences Research …
Unsupervised Knowledge-Transfer for Learned Image Reconstruction
R Barbano, Z Kereta, A Hauptmann, SR Arridge, B Jin
Inverse Problems 38 (10), 104004, 2022
Mandates: Academy of Finland, UK Engineering and Physical Sciences Research Council
SVD-DIP: Overcoming the Overfitting Problem in DIP-based CT Reconstruction
M Nittscher, M Lameter, R Barbano, J Leuschner, B Jin, P Maass
Medical Imaging with Deep Learning, 2023, 2023
Mandates: German Research Foundation, UK Engineering and Physical Sciences Research …
Image Reconstruction via Deep Image Prior Subspaces
R Barbano, J Antorán, J Leuschner, JM Hernández-Lobato, Ž Kereta, ...
Transactions on Machine Learning Research (1/2024), 2023
Mandates: German Research Foundation, UK Engineering and Physical Sciences Research …
A Probabilistic Deep Image Prior over Image Space
R Barbano, J Antorán, JM Hernández-Lobato, B Jin
Fourth Symposium on Advances in Approximate Bayesian Inference, 2022
Mandates: UK Engineering and Physical Sciences Research Council
Deep Image Prior PET Reconstruction using a SIRF-Based Objective
IRD Singh, R Barbano, R Twyman, Ž Kereta, B Jin, S Arridge, ...
2022 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2022
Mandates: UK Engineering and Physical Sciences Research Council, National Institute …
Publication and funding information is determined automatically by a computer program