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Picture for Jonas Adler

Inferring a Continuous Distribution of Atom Coordinates from Cryo-EM Images using VAEs


Jun 26, 2021
Dan Rosenbaum, Marta Garnelo, Michal Zielinski, Charlie Beattie, Ellen Clancy, Andrea Huber, Pushmeet Kohli, Andrew W. Senior, John Jumper, Carl Doersch, S. M. Ali Eslami, Olaf Ronneberger, Jonas Adler


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On the unreasonable effectiveness of CNNs


Jul 29, 2020
Andreas Hauptmann, Jonas Adler


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Kernel of CycleGAN as a Principle homogeneous space


Jan 24, 2020
Nikita Moriakov, Jonas Adler, Jonas Teuwen

* Accepted at ICLR 2020 

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A unified representation network for segmentation with missing modalities


Aug 19, 2019
Kenneth Lau, Jonas Adler, Jens Sj├Âlund


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Multi-Scale Learned Iterative Reconstruction


Aug 01, 2019
Andreas Hauptmann, Jonas Adler, Simon Arridge, Ozan ├ľktem


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Deep Bayesian Inversion


Nov 14, 2018
Jonas Adler, Ozan ├ľktem


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Task adapted reconstruction for inverse problems


Aug 27, 2018
Jonas Adler, Sebastian Lunz, Olivier Verdier, Carola-Bibiane Sch├Ânlieb, Ozan ├ľktem


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Deep Learning Framework for Digital Breast Tomosynthesis Reconstruction


Aug 14, 2018
Nikita Moriakov, Koen Michielsen, Jonas Adler, Ritse Mann, Ioannis Sechopoulos, Jonas Teuwen

* 4 pages, 2 figures, submitted to SPIE 

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Learned Primal-dual Reconstruction


Jul 05, 2018
Jonas Adler, Ozan ├ľktem

* IEEE Transactions on Medical Imaging (2018) 
* 11 pages, 5 figures 

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Banach Wasserstein GAN


Jun 18, 2018
Jonas Adler, Sebastian Lunz

* 8 pages, 6 page appendix, 7 figures 

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A modified fuzzy C means algorithm for shading correction in craniofacial CBCT images


Jan 17, 2018
Awais Ashfaq, Jonas Adler

* Proceedings of the International Conference on Medical and Biological Engineering 2017 
* 15 pages, published in CMBEBIH 2017 

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Learning to solve inverse problems using Wasserstein loss


Oct 30, 2017
Jonas Adler, Axel Ringh, Ozan ├ľktem, Johan Karlsson

* 11 pages, 3 figures 

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Solving ill-posed inverse problems using iterative deep neural networks


May 22, 2017
Jonas Adler, Ozan ├ľktem

* Inverse Problems 2017 

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