Rumberger, Josef Lorenz

5 publications

CVPR 2024 FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures Lisa Mais, Peter Hirsch, Claire Managan, Ramya Kandarpa, Josef Lorenz Rumberger, Annika Reinke, Lena Maier-Hein, Gudrun Ihrke, Dagmar Kainmueller

MIDL 2024 HoVer-NeXt: A Fast Nuclei Segmentation and Classification Pipeline for Next Generation Histopathology Elias Baumann, Bastian Dislich, Josef Lorenz Rumberger, Iris D. Nagtegaal, Maria Rodriguez Martinez, Inti Zlobec

ICCVW 2023 ACTIS: Improving Data Efficiency by Leveraging Semi-Supervised Augmentation Consistency Training for Instance Segmentation Josef Lorenz Rumberger, Jannik Franzen, Peter Hirsch, Jan Philipp Albrecht, Dagmar Kainmueller

ICCV 2021 How Shift Equivariance Impacts Metric Learning for Instance Segmentation Josef Lorenz Rumberger, Xiaoyan Yu, Peter Hirsch, Melanie Dohmen, Vanessa Emanuela Guarino, Ashkan Mokarian, Lisa Mais, Jan Funke, Dagmar Kainmüller

ECCVW 2020 Probabilistic Deep Learning for Instance Segmentation Josef Lorenz Rumberger, Lisa Mais, Dagmar Kainmueller