Christoph Karg
4 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Computer Vision
(4)
Domain-Specific
(4)
Processing
(3)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Machine Learning
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Clinical
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Research
(1)
Keywords
medical imaging
(2)
uncertainty quantification
(2)
image segmentation
(2)
procedural generation
(1)
gaussian process
(1)
bayesian optimization
(1)
benchmark dataset
(1)
out-of-distribution detection
(1)
cycle consistency
(1)
histopathological image
(1)
failure detection
(1)
multi-graph matching
(1)
uncertainty aggregation
(1)
microscopy image
(1)
vessel segmentation
(1)
3d microscopy
(1)
cell annotation
(1)
biomedical image analysis
(1)
3d scene creation
(1)
topological accuracy
(1)
Papers
Better than Average: Spatially-Aware Aggregation of Segmentation Uncertainty Improves Downstream Performance
CVPR 2026
Cycle-Consistent Multi-Graph Matching for Self-Supervised Annotation of C. Elegans
WACV 2026
Vesselpose: Vessel Graph Reconstruction from Learned Voxel-wise Direction Vectors in 3D Vascular Images
MIDL 2026
Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantification
NeurIPS 2024