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Marcel Kollovieh
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Geometry-aware neural solver for fast Bayesian calibration of brain tumor models
I Ezhov, T Mot, S Shit, J Lipkova, JC Paetzold, F Kofler, C Pellegrini, ...
IEEE Transactions on Medical Imaging 41 (5), 1269-1278, 2021
20*2021
Predict, refine, synthesize: Self-guiding diffusion models for probabilistic time series forecasting
M Kollovieh, AF Ansari, M Bohlke-Schneider, J Zschiegner, H Wang, ...
Advances in Neural Information Processing Systems 36, 2024
42024
Assessing robustness via score-based adversarial image generation
M Kollovieh, L Gosch, Y Scholten, M Lienen, S Günnemann
arXiv preprint arXiv:2310.04285, 2023
22023
U-PET: Mri-based dementia detection with joint generation of synthetic FDG-PET images
M Kollovieh, M Keicher, S Wunderlich, H Burwinkel, T Wendler, N Navab
arXiv preprint arXiv:2206.08078, 2022
22022
Self-Supervised Learning from Unlabeled Fundus Photographs Improves Segmentation of the Retina
J Kukačka, A Zenz, M Kollovieh, D Jüstel, V Ntziachristos
arXiv preprint arXiv:2108.02798, 2021
12021
Expected Probabilistic Hierarchies
M Kollovieh, B Charpentier, D Zügner, S Günnemann
2023
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