Vanessa Emanuela Guarino

According to our database, Vanessa Emanuela Guarino authored at least 6 papers between 2021 and 2026.

Collaborative distances:

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

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

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, Anh Duc Vu, Ulf Leser

Future Gener. Comput. Syst., 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

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, Ulf Leser

CoRR, 2023

2022

Data Augmentation via Partial Nonlinear Registration for Brain-Age Prediction.

Marc-Andre Schulz, Alexander Koch, Vanessa Emanuela Guarino, Dagmar Kainmueller, Kerstin Ritter

Proceedings of the Machine Learning in Clinical Neuroimaging - 5th International Workshop, 2022

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 Kainmueller

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021