How Shift Equivariance Impacts Metric Learning for Instance Segmentation. - Josef Lorenz Rumberger; Xiaoyan Yu; Peter Hirsch 001; Melanie Dohmen; Vanessa Emanuela Guarino; Ashkan Mokarian; Lisa Mais; Jan Funke; Dagmar Kainmueller (ICCV, 2021)

Data Augmentation via Partial Nonlinear Registration for Brain-Age Prediction. - Marc-Andre Schulz; Alexander Koch 007; Vanessa Emanuela Guarino; Dagmar Kainmueller; Kerstin Ritter (MLCN@MICCAI, 2022)

Validity Constraints for Data Analysis Workflows. - Florian Schintke; Ninon De Mecquenem; David Frantz; Vanessa Emanuela Guarino; Marcus Hilbrich; Fabian Lehmann; Rebecca Sattler; Jan Arne Sparka; Daniel T. Speckhard; Hermann Stolte; Anh Duc Vu 001; Ulf Leser (CoRR, 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)

Validity constraints for data analysis workflows. - Florian Schintke; Khalid Belhajjame; Ninon De Mecquenem; David Frantz; Vanessa Emanuela Guarino; Marcus Hilbrich; Fabian Lehmann; Paolo Missier; Rebecca Sattler; Jan Arne Sparka; Daniel T. Speckhard; Hermann Stolte; et al. (Future Gener. Comput. Syst., 2024)