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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