Dominik Fuchsgruber
5 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(14)
🗺️
Taxonomy Completionist
(10)
Conferences
ICML (2)
ICCV (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
anomaly detection
(2)
out-of-distribution detection
(2)
evidential learning
(2)
distribution shift
(1)
energy-based model
(1)
mask transformer
(1)
graph neural network
(1)
uncertainty estimation
(1)
panoptic segmentation
(1)
open-world segmentation
(1)
uncertainty quantification
(1)
epistemic uncertainty
(1)
Papers
Prior2Former - Evidential Modeling of Mask Transformers for Assumption-Free Open-World Panoptic Segmentation
ICCV 2025
Graph Neural Networks for Edge Signals: Orientation Equivariance and Invariance
ICLR 2025
Uncertainty Estimation for Heterophilic Graphs Through the Lens of Information Theory
ICML 2025
Energy-based Epistemic Uncertainty for Graph Neural Networks
NIPS 2024
Uncertainty for Active Learning on Graphs
ICML 2024