Dagmar Kainmueller
7 papers · 2016–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (5) π Academic Marathon (10) π Cross-Pollinator (14) π Renaissance Researcher (5)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(17)
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Keyword Pioneer
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Keyword Champion
(2)
Conferences
CVPR (2)
MIDL (2)
ECCV (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
medical imaging
(3)
3d microscopy
(2)
benchmark dataset
(2)
image segmentation
(2)
bayesian optimization
(1)
3d vision
(1)
graph matching
(1)
gaussian process
(1)
self-supervised learning
(1)
integer linear programming
(1)
procedural generation
(1)
ground truth
(1)
3d segmentation
(1)
cycle consistency
(1)
histopathological image
(1)
instance segmentation
(1)
long-range dependency
(1)
shape prior
(1)
multi-graph matching
(1)
uncertainty quantification
(1)
Papers
Vesselpose: Vessel Graph Reconstruction from Learned Voxel-wise Direction Vectors in 3D Vascular Images
MIDL 2026
Cycle-Consistent Multi-Graph Matching for Self-Supervised Annotation of C. Elegans
WACV 2026
FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures
CVPR 2024
Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantification
NIPS 2024
PatchPerPix for Instance Segmentation
ECCV 2020
An Auxiliary Task for Learning Nuclei Segmentation in 3D Microscopy Images
MIDL 2020
Convexity Shape Constraints for Image Segmentation
CVPR 2016