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Marcel Kollovieh
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Journal Articles
- 2022
- [j1]Ivan Ezhov, Tudor Mot, Suprosanna Shit, Jana Lipková, Johannes C. Paetzold, Florian Kofler, Chantal Pellegrini, Marcel Kollovieh, Fernando Navarro, Hongwei Li, Marie Metz, Benedikt Wiestler, Bjoern H. Menze:
Geometry-Aware Neural Solver for Fast Bayesian Calibration of Brain Tumor Models. IEEE Trans. Medical Imaging 41(5): 1269-1278 (2022)
Conference and Workshop Papers
- 2023
- [c1]Marcel Kollovieh, Abdul Fatir Ansari, Michael Bohlke-Schneider, Jasper Zschiegner, Hao Wang, Yuyang Wang:
Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting. NeurIPS 2023
Informal and Other Publications
- 2024
- [i5]Leon Götz, Marcel Kollovieh, Stephan Günnemann, Leo Schwinn:
Efficient Time Series Processing for Transformers and State-Space Models through Token Merging. CoRR abs/2405.17951 (2024) - 2023
- [i4]Marcel Kollovieh, Abdul Fatir Ansari, Michael Bohlke-Schneider, Jasper Zschiegner, Hao Wang, Yuyang Wang:
Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting. CoRR abs/2307.11494 (2023) - [i3]Marcel Kollovieh, Lukas Gosch, Yan Scholten, Marten Lienen, Stephan Günnemann:
Assessing Robustness via Score-Based Adversarial Image Generation. CoRR abs/2310.04285 (2023) - 2022
- [i2]Marcel Kollovieh, Matthias Keicher, Stephan Wunderlich, Hendrik Burwinkel, Thomas Wendler, Nassir Navab:
U-PET: MRI-based Dementia Detection with Joint Generation of Synthetic FDG-PET Images. CoRR abs/2206.08078 (2022) - 2021
- [i1]Jan Kukacka, Anja Zenz, Marcel Kollovieh, Dominik Jüstel, Vasilis Ntziachristos:
Self-Supervised Learning from Unlabeled Fundus Photographs Improves Segmentation of the Retina. CoRR abs/2108.02798 (2021)
Coauthor Index
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