Silvan Mertes

Technische Hochschule Augsburg

Papers on Lattice

Total citations

Topics

Research focus

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

Frequent co-authors

Nikolai Röhrich (1)Julian Gleißner (1)Ahmed H. A. Ibrahim (1)

Papers (1)

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

Silvan Mertes

Research focus

Frequent co-authors

Papers (1)

Search

Silvan Mertes

Research focus

Frequent co-authors

Papers (1)