Jannik Franzen

According to our database, Jannik Franzen authored at least 10 papers between 2023 and 2026.

Collaborative distances:

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

2026

Unsupervised Semantic Segmentation Facilitates Model Understanding.

Xiaoyan Yu, Lisa Mais, Jannik Franzen, Peter Hirsch, Nick Lechtenbörger, Andreas Mardt, Dagmar Kainmüller

CoRR, May, 2026

Better than Average: Spatially-Aware Aggregation of Segmentation Uncertainty Improves Downstream Performance.

Vanessa Emanuela Guarino, Claudia Winklmayr, Jannik Franzen, Josef Lorenz Rumberger, Manuel Pfeuffer, Sonja Greven, Klaus H. Maier-Hein, Carsten T. Lüth, Christoph Karg, Dagmar Kainmueller

CoRR, March, 2026

2025

SelfAdapt: Unsupervised Domain Adaptation of Cell Segmentation Models.

Fabian H. Reith, Jannik Franzen, Dinesh R. Palli, Josef Lorenz Rumberger, Dagmar Kainmueller

CoRR, August, 2025

PhenoBench: A Comprehensive Benchmark for Cell Phenotyping.

Fabian H. Reith, Claudia Winklmayr, Jérôme Lüscher, Nora Koreuber, Jannik Franzen, Elias Baumann, Christian M. Schürch, Dagmar Kainmueller, Josef Lorenz Rumberger

CoRR, July, 2025

PathoCellBench: A Comprehensive Benchmark for Cell Phenotyping.

Jérôme Lüscher, Nora Koreuber, Jannik Franzen, Fabian H. Reith, Claudia Winklmayr, Elias Baumann, Christian M. Schürch, Dagmar Kainmüller, Josef Lorenz Rumberger

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

SelfAdapt: Unsupervised Domain Adaptation of Cell Segmentation Models.

Fabian H. Reith, Jannik Franzen, Josef Lorenz Rumberger, Dagmar Kainmueller

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

2024

Model Guidance via Explanations Turns Image Classifiers into Segmentation Models.

Xiaoyan Yu, Jannik Franzen, Wojciech Samek, Marina M.-C. Höhne, Dagmar Kainmueller

Proceedings of the Explainable Artificial Intelligence, 2024

Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantification.

Jannik Franzen, Claudia Winklmayr, Vanessa Emanuela Guarino, Christoph Karg, Xiaoyan Yu, Nora Koreuber, Jan Philipp Albrecht, Philip Bischoff, Dagmar Kainmueller

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

The steady state and response to a periodic stimulation of the firing rate for a theta neuron with correlated noise.

Jannik Franzen, Lukas Ramlow, Benjamin Lindner

J. Comput. Neurosci., 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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023