Bauer, Ulrich

5 publications

ICLR 2025 Topograph: An Efficient Graph-Based Framework for Strictly Topology Preserving Image Segmentation Laurin Lux, Alexander H Berger, Alexander Weers, Nico Stucki, Daniel Rueckert, Ulrich Bauer, Johannes C. Paetzold

ICML 2023 Topologically Faithful Image Segmentation via Induced Matching of Persistence Barcodes Nico Stucki, Johannes C. Paetzold, Suprosanna Shit, Bjoern Menze, Ulrich Bauer

CVPR 2021 clDice - A Novel Topology-Preserving Loss Function for Tubular Structure Segmentation Suprosanna Shit, Johannes C. Paetzold, Anjany Sekuboyina, Ivan Ezhov, Alexander Unger, Andrey Zhylka, Josien P. W. Pluim, Ulrich Bauer, Bjoern H. Menze

CVPR 2015 A Stable Multi-Scale Kernel for Topological Machine Learning Jan Reininghaus, Stefan Huber, Ulrich Bauer, Roland Kwitt

NeurIPS 2015 Statistical Topological Data Analysis - A Kernel Perspective Roland Kwitt, Stefan Huber, Marc Niethammer, Weili Lin, Ulrich Bauer