Jannik Franzen

According to our database, Jannik Franzen authored at least 5 papers between 2023 and 2025.

Collaborative distances:

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

2025

PhenoBench: A Comprehensive Benchmark for Cell Phenotyping.

Fabian H. Reith, Claudia Winklmayr, Jerome Luescher, Nora Koreuber, Jannik Franzen, Elias Baumann, Christian M. Schuerch, Dagmar Kainmueller, Josef Lorenz Rumberger

CoRR, July, 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 38: 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