Fuchsgruber, Dominik

5 publications

ICLR 2025 Graph Neural Networks for Edge Signals: Orientation Equivariance and Invariance Dominik Fuchsgruber, Tim Postuvan, Stephan Günnemann, Simon Geisler
ICCV 2025 Prior2Former - Evidential Modeling of Mask Transformers for Assumption-Free Open-World Panoptic Segmentation Sebastian Schmidt, Julius Koerner, Dominik Fuchsgruber, Stefano Gasperini, Federico Tombari, Stephan Günnemann
ICML 2025 Uncertainty Estimation for Heterophilic Graphs Through the Lens of Information Theory Dominik Fuchsgruber, Tom Wollschläger, Johannes Bordne, Stephan Günnemann
NeurIPS 2024 Energy-Based Epistemic Uncertainty for Graph Neural Networks Dominik Fuchsgruber, Tom Wollschläger, Stephan Günnemann
ICML 2024 Uncertainty for Active Learning on Graphs Dominik Fuchsgruber, Tom Wollschläger, Bertrand Charpentier, Antonio Oroz, Stephan Günnemann