Schmidt, Sebastian;Körner, Julius;Fuchsgruber, Dominik;Gasperini, Stefano;Tombari, Federico;Günnemann, Stephan
Prior2Former -- Evidential Modeling of Mask Transformers for Assumption-Free Open-World Panoptic Segmentation
2025

Fuchsgruber, Dominik;Wollschläger, Tom;Günnemann, Stephan
Energy-based Epistemic Uncertainty for Graph Neural Networks
Advances in Neural Information Processing Systems
Curran Associates, Inc.
2024

Fuchsgruber, Dominik;Wollschläger, Tom;Bordne, Johannes;Günnemann, Stephan
Uncertainty Estimation for Heterophilic Graphs Through the Lens of Information Theory
International Conference of Machine Learning 2025
2025

Fuchsgruber, Dominik;Wollschläger, Tom;Charpentier, Bertrand;Oroz, Antonio;Günnemann, Stephan
Uncertainty for Active Learning on Graphs
2025

Dominik Fuchsgruber, Tim Postuvan, Stephan Günnemann, Simon Geisler
Graph Neural Networks for Edge Signals: Orientation Equivariance and Invariance
International Conference on Learning Representations 2025
2025

Sebastian Schmidt, Ludwig Stumpp, Diego Valverde, Stephan Günnemann
Deep Sensor Fusion with Constraint Safety Bounds for High Precision Localization
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
2024

Lienen, Marten; Lüdke, David; Hansen-Palmus, Jan; Günnemann, Stephan
3D Turbulent Flow Simulations around Various Shapes
2024

Zügner, Daniel (1);Kirschstein, Tobias (1);Catasta, Michele (2);Leskovec, Jure (2);Günnemann, Stephan (1)
Code Transformer: Pretrained Models and Preprocessed Data
2022

Arab, Issar;Falah, Bouchaib;Magel, Kenneth
SCMS: Tool for Assessing a Novel Taxonomy of Complexity Metrics for any Java Project at the Class and Method Levels based on Statement Level Metrics
Advances in Science, Technology and Engineering Systems Journal
2019
4
6
220-228

Ziller, Alexander; Hansjakob, Julius; Rusinov, Vitalii; Zügner, Daniel; Vogel, Peter; Günnemann, Stephan
Oktoberfest Food Dataset
2019