Dominik Fuchsgruber

According to our database, Dominik Fuchsgruber authored at least 5 papers between 2024 and 2025.

Collaborative distances:

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

2025

Uncertainty Estimation for Heterophilic Graphs Through the Lens of Information Theory.

Dominik Fuchsgruber, Tom Wollschläger, Johannes Bordne, Stephan Günnemann

CoRR, May, 2025

Prior2Former - Evidential Modeling of Mask Transformers for Assumption-Free Open-World Panoptic Segmentation.

Sebastian Schmidt, Julius Körner, Dominik Fuchsgruber, Stefano Gasperini, Federico Tombari, Stephan Günnemann

CoRR, April, 2025

Graph Neural Networks for Edge Signals: Orientation Equivariance and Invariance.

Dominik Fuchsgruber, Tim Postuvan, Stephan Günnemann, Simon Geisler

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Energy-based Epistemic Uncertainty for Graph Neural Networks.

Dominik Fuchsgruber, Tom Wollschläger, Stephan Günnemann

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Uncertainty for Active Learning on Graphs.

Dominik Fuchsgruber, Tom Wollschläger, Bertrand Charpentier, Antonio Oroz, Stephan Günnemann

Proceedings of the Forty-first International Conference on Machine Learning, 2024