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Patrick Putzky
Patrick Putzky
Verified email at uva.nl
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Year
Recurrent Inference Machines for Solving Inverse Problems
P Putzky, M Welling
arXiv preprint arXiv:1706.04008, 2017
1052017
Invert to learn to invert
P Putzky, M Welling
Advances in neural information processing systems 32, 2019
612019
Recurrent Inference Machines for Reconstructing Heterogeneous MRI Data
K Lønning, P Putzky, JJ Sonke, L Reneman, MWA Caan, M Welling
Medical Image Analysis 53, 64-78, 2019
532019
Data-driven reconstruction of gravitationally lensed galaxies using recurrent inference machines
WR Morningstar, LP Levasseur, YD Hezaveh, R Blandford, P Marshall, ...
The Astrophysical Journal 883 (1), 14, 2019
502019
i-RIM applied to the fastMRI challenge
P Putzky, D Karkalousos, J Teuwen, N Miriakov, B Bakker, M Caan, ...
arXiv preprint arXiv:1910.08952, 2019
212019
Analyzing interferometric observations of strong gravitational lenses with recurrent and convolutional neural networks
WR Morningstar, YD Hezaveh, LP Levasseur, RD Blandford, PJ Marshall, ...
arXiv preprint arXiv:1808.00011, 2018
172018
Recurrent inference machines for accelerated MRI reconstruction
K Lønning, P Putzky, MWA Caan, M Welling
162018
A Bayesian model for identifying hierarchically organised states in neural population activity
P Putzky, F Franzen, G Bassetto, JH Macke
Advances in neural information processing systems 27, 2014
82014
Evaluation of the robustness of learned MR image reconstruction to systematic deviations between training and test data for the models from the fastMRI challenge
PM Johnson, G Jeong, K Hammernik, J Schlemper, C Qin, J Duan, ...
International Workshop on Machine Learning for Medical Image Reconstruction …, 2021
62021
Reconstructing missing seismic data using Deep Learning
D Kuijpers, I Vasconcelos, P Putzky
arXiv preprint arXiv:2101.09554, 2021
42021
Reconstructing Missing Seismic Data through Deep Learning with Recurrent Inference Machines
D Kuijpers, I Vasconcelos, P Putzky
EAGE 2020 Annual Conference & Exhibition Online 2020 (1), 1-5, 2020
2020
Towards highly-sparse, autonomous imaging systems: high-resolution wavefield imaging for frontier exploration
I Vasconcelos, J Ruan, D Kuijpers, M Ravasi, P Putzky
EGU General Assembly Conference Abstracts, 18782, 2020
2020
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