ACTIS: Improving data efficiency by leveraging semi-supervised Augmentation Consistency Training for Instance Segmentation. - Josef Lorenz Rumberger; Jannik Franzen; Peter Hirsch 001; Jan Philipp Albrecht; Dagmar Kainmueller (ICCV (Workshops), 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)

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 (NeurIPS, 2024)

Model Guidance via Explanations Turns Image Classifiers into Segmentation Models. - Xiaoyan Yu; Jannik Franzen; Wojciech Samek; Marina M.-C. Höhne; Dagmar Kainmueller (xAI (2), 2024)

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, 2025)