Nikolai Röhrich

XITASO GmbH, Zuse School of Excellence in Reliable AI

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Computer Vision (1)Data Curation & Synthetic Data (1)

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Julian Gleißner (1)Ahmed H. A. Ibrahim (1)Silvan Mertes (1)

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Jun 30, 2026

XITASO GmbHJun 30, 2026·also Technische Hochschule Augsburg, Technische Hochschule Ingolstadt, Zuse School of Excellence in Reliable AI

Preserve the Hard, Regenerate the Rest: Uncertainty-Guided Synthetic Training Data Augmentation with Diffusion Models

Uncertainty-guided context augmentation can dramatically enhance segmentation performance on complex datasets by focusing learning on the most informative pixels.

Nikolai Röhrich, Julian Gleißner, Ahmed H. A. Ibrahim +1

Computer Vision Data Curation & Synthetic Data

Nikolai Röhrich

Research focus

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Nikolai Röhrich

Research focus

Frequent co-authors

Papers (1)