Heike Leutheuser

Full Professor, Universität Bayreuth

1 paper at NeurIPS 2025

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Poster Session 3

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Stratify or Die: Rethinking Data Splits in Image Segmentation

#5000 · Naga Venkata Sai Jitin Jami, Thomas Altstidl, Jonas Mueller, Jindong Li, Dario Zanca, Bjoern Eskofier, Heike Leutheuser

We introduce two novel stratification methods, IPS and WDES, to improve dataset splitting in image segmentation, enhancing model evaluation and cross-validation stability.