Franciskus Xaverius Erick

According to our database, Franciskus Xaverius Erick authored at least 8 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Geometry-Aware Uncertainty Coresets for Robust Visual In-Context Learning in Histopathology.

Franciskus Xaverius Erick, Johanna Paula Müller, Bernhard Kainz

CoRR, May, 2026

Distil or Cluster? - Data-efficient Learning for Ultrasound in Practice.

Jennifer Ochmann, Johanna P. Müller, Franciskus Xaverius Erick, Bernhard Kainz

Proceedings of the Bildverarbeitung für die Medizin 2026 - Proceedings, German Conference on Medical Image Computing, Luebeck, March 15, 2026

2025

Video Dataset Condensation with Diffusion Models.

Zhe Li, Hadrien Reynaud, Mischa Dombrowski, Sarah Cechnicka, Franciskus Xaverius Erick, Bernhard Kainz

CoRR, May, 2025

Calibration and Uncertainty for multiRater Volume Assessment in multiorgan Segmentation (CURVAS) challenge results.

Meritxell Riera-Marin, O. K. Sikha, Júlia Rodríguez-Comas, Matthias Stefan May, Zhaohong Pan, Xiang Zhou, Xiaokun Liang, Franciskus Xaverius Erick, Andrea Prenner, Cédric Hémon, Valentin Boussot, Jean-Louis Dillenseger, Jean-Claude Nunes, Abdul Qayyum, Moona Mazher, Steven A. Niederer, Kaisar Kushibar, Carlos Martín-Isla, Petia Radeva, Karim Lekadir, Theodore Barfoot, Luis C. García-Peraza-Herrera, Ben Glocker, Tom Vercauteren, Lucas Gago, Justin Englemann, Joy-Marie Kleiss, Anton Aubanell, Andreu Antolin, Javier García López, Miguel Ángel González Ballester, Adrian Galdran

Comput. Biol. Medicine, 2025

Last Layer Laplacian Pseudocoresets for Robust Medical Image Analysis.

Franciskus Xaverius Erick, Johanna Paula Müller, Zhe Li, Bernhard Kainz

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

CTFlow: Video-Inspired Latent Flow Matching for 3D CT Synthesis.

Jiayi Wang, Hadrien Reynaud, Franciskus Xaverius Erick, Bernhard Kainz

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

2024

Uncertainty-Aware Vision Transformers for Medical Image Analysis.

Franciskus Xaverius Erick, Mina Rezaei, Johanna Paula Müller, Bernhard Kainz

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2024

2023

Stochastic Vision Transformers with Wasserstein Distance-Aware Attention.

Franciskus Xaverius Erick, Mina Rezaei, Johanna Paula Müller, Bernhard Kainz

CoRR, 2023