Dagmar Kainmueller

6 papers · 2016–2026 · 5 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (5) 🏃 Academic Marathon (10) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (17) 🧭 Keyword Pioneer 🏆 Keyword Champion (2)

Conferences

CVPR (2) ECCV (1) MIDL (1) NIPS (1) WACV (1)

Top co-authors

Peter Hirsch (2) Christoph Karg (2) Bogdan Savchynskyy (1) Lisa Mais (1) David L. Richmond (1) Loic A. Royer (1) Carsten Rother (1) Peter Hirsch Lisa Mais (1) Nora Koreuber (1) Philip Bischoff (1)

Keywords

medical imaging (3) 3d microscopy (2) benchmark dataset (2) image segmentation (2) 3d vision (1) instance segmentation (1) procedural generation (1) gaussian process (1) integer linear programming (1) bayesian optimization (1) 3d segmentation (1) cycle consistency (1) histopathological image (1) ground truth (1) long-range dependency (1) shape prior (1) multi-graph matching (1) auxiliary task learning (1) convexity constraint (1) microscopy image (1)

Papers

Cycle-Consistent Multi-Graph Matching for Self-Supervised Annotation of C. Elegans WACV 2026

Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantification NIPS 2024

FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures CVPR 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