Marcel Kollovieh

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Image Generation

Diffusion Model

Digital Imaging

Top Venues

IEEE Trans. Medical Imaging

Publications

Leon Götz, Marcel Kollovieh, Stephan Günnemann, Leo Schwinn
Efficient Time Series Processing for Transformers and State-Space Models through Token Merging. CoRR (2024)
Marcel Kollovieh, Lukas Gosch, Yan Scholten, Marten Lienen, Stephan Günnemann
Assessing Robustness via Score-Based Adversarial Image Generation. CoRR (2023)
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)
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 (2023)
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 (2022)
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) (2022)
Jan Kukacka, Anja Zenz, Marcel Kollovieh, Dominik Jüstel, Vasilis Ntziachristos
Self-Supervised Learning from Unlabeled Fundus Photographs Improves Segmentation of the Retina. CoRR (2021)