Patrick Putzky
Patrick Putzky
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Recurrent Inference Machines for Solving Inverse Problems
P Putzky, M Welling
arXiv preprint arXiv:1706.04008, 2017
Invert to learn to invert
P Putzky, M Welling
Advances in Neural Information Processing Systems 32, 446-456, 2019
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
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
Recurrent inference machines for accelerated MRI reconstruction
K Lønning, P Putzky, MWA Caan, M Welling
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
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
A Bayesian model for identifying hierarchically organised states in neural population activity
P Putzky, F Franzen, G Bassetto
Advances in Neural Information Processing Systems 27: 28th Annual Conference …, 2015
Reconstructing missing seismic data using Deep Learning
D Kuijpers, I Vasconcelos, P Putzky
arXiv preprint arXiv:2101.09554, 2021
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
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
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
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