Kilian Zepf

According to our database, Kilian Zepf authored at least 7 papers between 2020 and 2026.

Collaborative distances:

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

2026

Mixtures of Locally Bounded Langevin dynamics for Bayesian Model Averaging.

Kilian Zepf, Tareen Dawood, Aasa Feragen, Ender Konukoglu

Trans. Mach. Learn. Res., 2026

2024

Laplacian Segmentation Networks Improve Epistemic Uncertainty Quantification.

Kilian Zepf, Selma Wanna, Marco Miani, Juston Moore, Jes Frellsen, Søren Hauberg, Frederik Warburg, Aasa Feragen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Navigating Uncertainty in Medical Image Segmentation.

Kilian Zepf, Jes Frellsen, Aasa Feragen

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Laplacian Segmentation Networks: Improved Epistemic Uncertainty from Spatial Aleatoric Uncertainty.

Kilian Zepf, Selma Wanna, Marco Miani, Juston Moore, Jes Frellsen, Søren Hauberg, Aasa Feragen, Frederik Warburg

CoRR, 2023

DTU-Net: Learning Topological Similarity for Curvilinear Structure Segmentation.

Manxi Lin, Kilian Zepf, Anders Nymark Christensen, Zahra Bashir, Morten Bo Søndergaard Svendsen, Martin Grønnebæk Tolsgaard, Aasa Feragen

Proceedings of the Information Processing in Medical Imaging, 2023

That Label's got Style: Handling Label Style Bias for Uncertain Image Segmentation.

Kilian Zepf, Eike Petersen, Jes Frellsen, Aasa Feragen

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2020

Getting to the Heart of Groups - Analyzing Social Support and Sentiment in Online Peer Groups.

Patrick Bedué, Maximilian Förster, Mathias Klier, Kilian Zepf

Proceedings of the 41st International Conference on Information Systems, 2020