3 papers
stat.ME2026
Deep Shape Regression for Planar Curves with Multimodal Covariates
Manuel Pfeuffer, Roshan Prakash Rane, Hadya Yassin +2
The shape of a planar curve is the geometric information that remains once translation, rotation, scale and reparametrisation are removed and is of interest in many health applicat…
cs.CV2026
Better than Average: Spatially-Aware Aggregation of Segmentation Uncertainty Improves Downstream Performance
Vanessa Emanuela Guarino, Claudia Winklmayr, Jannik Franzen +7
Uncertainty Quantification (UQ) is crucial for ensuring the reliability of automated image segmentations in safety-critical domains like biomedical image analysis or autonomous dri…
stat.ME2025
Additive Density Regression
Eva-Maria Maier, Alexander Fottner, Sonja Greven +1
We present a structured additive regression approach to model conditional densities given scalar covariates, where only samples of the conditional distributions are observed. This…