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ORCIDMarcel Kollovieh
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2020 – today
- 2026
[i14]Roman Poletukhin, Marcel Kollovieh, Eike Eberhard, Stephan Günnemann:
3D Molecule Generation from Rigid Motifs via SE(3) Flows. CoRR abs/2601.16955 (2026)- 2025
- [c5]Marcel Kollovieh, Marten Lienen, David Lüdke, Leo Schwinn, Stephan Günnemann:
Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting. ICLR 2025 - [c4]David Lüdke, Enric Rabasseda Raventós, Marcel Kollovieh, Stephan Günnemann:
Unlocking Point Processes through Point Set Diffusion. ICLR 2025 - [c3]Leon Götz, Marcel Kollovieh, Stephan Günnemann, Leo Schwinn:
Efficient Time Series Processing for Transformers and State-Space Models through Token Merging. ICML 2025 - [i13]Marten Lienen, Marcel Kollovieh, Stephan Günnemann:
Generative Modeling with Bayesian Sample Inference. CoRR abs/2502.07580 (2025) - [i12]Leon Götz, Marcel Kollovieh, Stephan Günnemann, Leo Schwinn:
Byte Pair Encoding for Efficient Time Series Forecasting. CoRR abs/2505.14411 (2025) - [i11]Niclas Dern, Lennart Redl, Sebastian Pfister, Marcel Kollovieh, David Lüdke, Stephan Günnemann:
Energy-Weighted Flow Matching: Unlocking Continuous Normalizing Flows for Efficient and Scalable Boltzmann Sampling. CoRR abs/2509.03726 (2025) - [i10]David Lüdke, Marten Lienen, Marcel Kollovieh, Stephan Günnemann:
Edit-Based Flow Matching for Temporal Point Processes. CoRR abs/2510.06050 (2025) - [i9]Phillip Mueller, Talip Uenlue, Sebastian Schmidt, Marcel Kollovieh, Jiajie Fan, Stephan Günnemann, Lars Mikelsons:
GeoDiffusion: A Training-Free Framework for Accurate 3D Geometric Conditioning in Image Generation. CoRR abs/2510.22337 (2025) - [i8]Ole Petersen, Marcel Kollovieh, Marten Lienen, Stephan Günnemann:
Discrete Bayesian Sample Inference for Graph Generation. CoRR abs/2511.03015 (2025) - 2024
- [j2]Marcel Kollovieh, Lukas Gosch, Marten Lienen, Yan Scholten, Leo Schwinn, Stephan Günnemann:
Assessing Robustness via Score-Based Adversarial Image Generation. Trans. Mach. Learn. Res. 2024 (2024) - [c2]Marcel Kollovieh, Bertrand Charpentier, Daniel Zügner, Stephan Günnemann:
Expected Probabilistic Hierarchies. NeurIPS 2024 - [i7]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) - [i6]Marcel Kollovieh, Marten Lienen, David Lüdke, Leo Schwinn, Stephan Günnemann:
Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting. CoRR abs/2410.03024 (2024) - [i5]David Lüdke, Enric Rabasseda Raventós, Marcel Kollovieh, Stephan Günnemann:
Unlocking Point Processes through Point Set Diffusion. CoRR abs/2410.22493 (2024) - 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 - [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
- [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) - [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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