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Tobias Uelwer
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Phase Retrieval Using Conditional Generative Adversarial Networks
T Uelwer, A Oberstraß, S Harmeling
2020 25th International Conference on Pattern Recognition (ICPR), 731-738, 2021
132021
On the Vulnerability of Capsule Networks to Adversarial Attacks
F Michels, T Uelwer, E Upschulte, S Harmeling
ICML 2019 Workshop on Security and Privacy of Machine Learning, 2019
132019
Fast Multi-Level Foreground Estimation
T Germer, T Uelwer, S Conrad, S Harmeling
2020 25th International Conference on Pattern Recognition (ICPR), 1104-1111, 2021
82021
PyMatting: A Python Library for Alpha Matting
T Germer, T Uelwer, S Conrad, S Harmeling
Journal of Open Source Software 5 (54), 2481, 2020
72020
Spirometry‐based reconstruction of real‐time cardiac MRI: Motion control and quantification of heart-lung interactions
LM Röwer, T Uelwer, J Hußmann, H Malik, M Eichinger, D Voit, ...
Magnetic Resonance in Medicine, 2021
32021
Smaller World Models for Reinforcement Learning
J Robine, T Uelwer, S Harmeling
arXiv preprint arXiv:2010.05767, 2020
3*2020
Non-iterative Phase Retrieval with Cascaded Neural Networks
T Uelwer, T Hoffmann, S Harmeling
International Conference on Artificial Neural Networks, 295-306, 2021
22021
A Closer Look at Reference Learning for Fourier Phase Retrieval
T Uelwer, N Rucks, S Harmeling
NeurIPS 2021 Workshop on Deep Learning and Inverse Problems, 2021
12021
Optimizing Intermediate Representations of Generative Models for Phase Retrieval
T Uelwer, S Konietzny, S Harmeling
arXiv preprint arXiv:2205.15617, 2022
2022
Deblurring Photographs of Characters Using Deep Neural Networks
T Germer, T Uelwer, S Harmeling
arXiv preprint arXiv:2205.15053, 2022
2022
Comparison of cardiac volumetry using real-time MRI during free-breathing with standard cine MRI during breath-hold in children
LM Röwer, KL Radke, J Hußmann, H Malik, T Uelwer, D Voit, J Frahm, ...
Pediatric Radiology, 1-14, 2022
2022
[Re] Solving Phase Retrieval With a Learned Reference
N Rucks, T Uelwer, S Harmeling
ML Reproducibility Challenge 2021 (Fall Edition), 2022
2022
Learning to Detect Adversarial Examples Based on Class Scores
T Uelwer, F Michels, O De Candido
German Conference on Artificial Intelligence (Künstliche Intelligenz), 233-240, 2021
2021
Learning to Plan via a Multi-step Policy Regression Method
S Wagner, M Janschek, T Uelwer, S Harmeling
International Conference on Artificial Neural Networks, 481-492, 2021
2021
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Articles 1–14