Stefan Baumann
Doctoral Researcher at ELLIS - European Laboratory for Learning and Intelligent Systems
Munich, Bavaria, Germany
Summary
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Top SchoolStefan Baumann is a doctoral researcher based in Munich with 11 years of experience applying generative machine learning to computer vision and signal processing. Currently pursuing a PhD co-supervised by ELLIS and Meta and affiliated with CompVis, he focuses on large-scale diffusion models and practical generative pipelines. His industry research internships at Intel Labs and Sony explored 3D neural surface reconstruction and diffusion-based audio restoration, bridging theoretical advances with application-driven problems. Stefan has a strong foundations in electrical engineering and signal processing from KIT and a track record building synthetic vision datasets and ML curricula, reflecting both hands-on engineering and teaching experience. Known on GitHub for “making diffusion models go brrrr,” he pairs playful curiosity with rigorous research toward scalable generative systems.
11 years of coding experience
2 years of employment as a software developer
Abitur, Abitur at Oberrhein-Gymnasium Weil am RheinMaster of Science - MS, Electrical Engineering and Information Technologies, Signal Processing, Master of Science - MS, Electrical Engineering and Information Technologies, Signal Processing at Karlsruher Institut für Technologie (KIT)
English, German, French
Stackoverflow
46reputation
325reached
6answers
0questions
Github Skills (136)
python10
winforms10
metadata10
deep-learning10
gpu10
computer-graphics10
3d10
arm10
cpp10
replay10
mesh-processing10
rendering10
dotnet10
numpy10
neural-network10
Programming languages (7)
Github contributions (5)
stefan-baumann/ManiaPlanetSharp
Apr 2017 - Jul 2022
A .NET library which provides various ways of interacting with the TrackMania game series and related services like ManiaExchange and Dedimania
Contributions:4 reviews, 186 commits, 21 PRs in 5 years 4 months
dotnetmaniaplanettrackmaniamania-exchangeitem-exchange
stefan-baumann/AeroSuite
Feb 2015 - Sep 2019
A WinForms Control Library
Contributions:102 commits, 92 pushes in 4 years 7 months
control-librarywinforms
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