2 citations
- Austrian Research Institute for Artificial IntelligenceAT1 paper
- Centre d'Imagerie BioMedicaleCH1 paper
- Graz University of TechnologyAT1 paper
- Johann Radon Institute for Computational and Applied MathematicsAT1 paper
- King's College LondonGB1 paper
- Know Center Research GmbH (Austria)AT1 paper
- Leibniz University HannoverDE1 paper
- Medical University of ViennaAT1 paper
- University of LausanneCH1 paper
- University of ViennaAT1 paper
3 papers
eess.IV2026★ 1 cited
Evaluating Synthetic Data Generation for Domain Generalization in Fetal Brain MRI Segmentation
Vladyslav Zalevskyi, Thomas Sanchez, Margaux Roulet +10
Fetal brain tissue segmentation from magnetic resonance imaging (MRI) is crucial for studying neurodevelopment, but remains challenging due to data heterogeneity and limited annota…
math.NA2026
Neural operators for solving nonlinear inverse problems
Otmar Scherzer, Thi Lan Nhi Vu, Jikai Yan
We consider solving a probably infinite dimensional operator equation, where the operator is not modeled by physical laws but is specified indirectly via training pairs of the inpu…
cs.LG2025★ 2 cited
Trustworthy Representation Learning via Information Funnels and Bottlenecks
João Machado de Freitas, Bernhard C. Geiger
Ensuring trustworthiness in machine learning -- by balancing utility, fairness, and privacy -- remains a critical challenge, particularly in representation learning. In this work,…