Scholar
Marcel Kollovieh
Google Scholar ID: 4oq7nmIAAAAJ
Technical University of Munich
Machine Learning
Computer Vision
Medical Imaging
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Citations & Impact
All-time
Citations
172
H-index
5
i10-index
2
Publications
13
Co-authors
12
list available
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Publications
10 items
3D Molecule Generation from Rigid Motifs via SE(3) Flows
2026
Cited
1
Discrete Bayesian Sample Inference for Graph Generation
2025
Cited
0
GeoDiffusion: A Training-Free Framework for Accurate 3D Geometric Conditioning in Image Generation
2025
Cited
0
Edit-Based Flow Matching for Temporal Point Processes
2025
Cited
0
Energy-Weighted Flow Matching: Unlocking Continuous Normalizing Flows for Efficient and Scalable Boltzmann Sampling
2025
Cited
0
Byte Pair Encoding for Efficient Time Series Forecasting
2025
Cited
0
Generative Modeling with Bayesian Sample Inference
2025
Cited
0
Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting
arXiv.org · 2024
Cited
3
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Resume (English only)
Academic Achievements
2025: Paper 'Token Merging for Time Series' accepted at ICML 2025
2025: Preprint 'Bayesian Sample Inference' released
2025: Paper 'Flow Matching for Time Series Forecasting' accepted at ICLR 2025
2024: Paper 'Score-Based Adversarial Robustness' accepted at TMLR
2024: Paper 'Probabilistic Hierarchical Clustering' accepted at NeurIPS 2024
2023: Paper 'Unconditional Diffusion Models for Time Series Forecasting' accepted at NeurIPS 2023
2023: Preprint on unconditional diffusion models for time series forecasting released
2023: Preprint on score-based adversarial robustness released
Co-authors
12 total
Stephan Günnemann
Professor of Computer Science, Technical University of Munich
Marten Lienen
Technical University of Munich
Leo Schwinn
Technical University of Munich
Abdul Fatir Ansari
Machine Learning Scientist at Amazon
Michael Bohlke-Schneider
Machine Learning Manager at Amazon
Yuyang (Bernie) Wang
Principal Scientist, AWS
Ivan Ezhov
Technical University of Munich
Co-author 8
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