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Marcel Kollovieh — most-cited papers & profile · Generative Models
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overview
Marcel Kollovieh
10
papers ·
5
citations ·
3
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Energy-Weighted Flow Matching: Unlocking Continuous Normalizing Flows for Efficient and Scalable Boltzmann Sampling
2025
Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting
2023
Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting
2024
Unlocking Point Processes through Point Set Diffusion
2024
Top co-authors
David L\"udke
· 3
Stephan G\"unnemann
· 3
Abdul Fatir Ansari
· 1
Enric Rabasseda Ravent\'os
· 1
Hao Wang
· 1
Jasper Zschiegner
· 1
Lennart Redl
· 1
Leo Schwinn
· 1
Marten Lienen
· 1
Michael Bohlke-Schneider
· 1
Niclas Dern
· 1
Sebastian Pfister
· 1
Topics
stat.ML
cs.LG
Diffusion Models
cs.AI