Margret Keuper
Margret Keuper develops computer vision and machine-learning methods. Her research includes model reliability, image generation and grouping problems in visual data. Keuper was a junior professor of image processing at Mannheim from 2017 to 2021. Thomas Brox advised her doctorate at Freiburg. She was a visual-computing professor at Siegen from 2021 to 2023 and joined Max Planck Informatics in November 2021. Keuper joined Mannheim’s Data and Web Science Group as a machine-learning professor in October 2023. Her interests include robustness, architecture search and image or motion segmentation.
- Works
- 134
- Citations
- 5,490
- h-index
- 20
Publication numbers from OpenAlex, as of 14 October 2026.
Timeline
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2017–2021
Image processing at Mannheim
Keuper was a junior professor of image processing at Mannheim from 2017 to 2021. Thomas Brox advised her doctorate at Freiburg.
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2021–2023
Visual computing at Siegen
She was a visual-computing professor at Siegen from 2021 to 2023 and joined Max Planck Informatics in November 2021.
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2023
Returning to Mannheim
Keuper joined Mannheim’s Data and Web Science Group as a machine-learning professor in October 2023. Her interests include robustness, architecture search and image or motion segmentation.
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2024
Testing dense prediction models
Keuper coauthored CosPGD with S. Agnihotri and S. Jung. The ICML 2024 work studies adversarial attacks for pixel-level prediction tasks, providing a concrete example of her model-reliability research.
Sources and credits
Photo: Joseline Weinberg; Universität Mannheim. License: Not stated by source. Source: uni-mannheim.de. Cropped to a square and resized. Ask us to remove or replace this photo.