Dagmar Kainmueller
8 papers · 2016–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
π
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Computer Vision
(6)
Domain-Specific
(5)
Processing
(5)
Healthcare & Medicine
(4)
Research
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Machine Learning
(2)
Clinical
(2)
Core AI
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Optimization & Theory
(2)
Analysis
(1)
Core Methods
(1)
Keywords
medical imaging
(3)
image segmentation
(3)
3d microscopy
(2)
benchmark dataset
(2)
uncertainty quantification
(2)
3d vision
(1)
bayesian optimization
(1)
graph matching
(1)
integer linear programming
(1)
long-range dependency
(1)
gaussian process
(1)
procedural generation
(1)
out-of-distribution detection
(1)
3d segmentation
(1)
histopathological image
(1)
cycle consistency
(1)
failure detection
(1)
ground truth
(1)
instance segmentation
(1)
self-supervised learning
(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
FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures
CVPR 2024
An Auxiliary Task for Learning Nuclei Segmentation in 3D Microscopy Images
MIDL 2020
PatchPerPix for Instance Segmentation
ECCV 2020
Convexity Shape Constraints for Image Segmentation
CVPR 2016