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Sophie Fellenz — most-cited papers & profile · Generative Models
← authors
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overview
Sophie Fellenz
9
papers ·
5
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Skipping the Zeros in Diffusion Models for Sparse Data Generation
2026
DiffStyleTS: Diffusion Model for Style Transfer in Time Series
2025
Physics-Constrained Fine-Tuning of Flow-Matching Models for Generation and Inverse Problems
2025
Sparse Data Diffusion for Scientific Simulations in Biology and Physics
2025
On the Challenges and Opportunities in Generative AI
2024
Top co-authors
Marius Kloft
· 4
Stephan Mandt
· 4
Mayank Nagda
· 3
Andriy Balinskyy
· 2
Carl Herrmann
· 2
Jean Radig
· 2
Phil Ostheimer
· 2
Andrew B. Duncan
· 1
Aparna Muraleedharan
· 1
Asja Fischer
· 1
Bj\"orn Ommer
· 1
Christoph Lippert
· 1
Topics
cs.LG
cs.AI
stat.AP