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Gerhard Neumann — most-cited papers & profile · Generative Models
← authors
·
overview
Gerhard Neumann
38
papers ·
347
citations ·
43
h-index
Karlsruhe Institute of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
FusionVAE: A Deep Hierarchical Variational Autoencoder for RGB Image Fusion
2022 · 2 citations
End-To-End Learning of Gaussian Mixture Priors for Diffusion Sampler
2025
Underdamped Diffusion Bridges with Applications to Sampling
2025
Top co-authors
Denis Blessing
· 2
Fabian Duffhauss
· 1
Hanna Ziesche
· 1
Julius Berner
· 1
Lorenz Richter
· 1
Ngo Anh Vien
· 1
Xiaogang Jia
· 1
Topics
Training & Sampling
Diffusion Models
Conditioning & Control