Constantin Ulrich
10 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏆 Keyword Champion (3)
👥
Mega-Team · Legion
🚀
Conference Pioneer
❓
The Questioner
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Computer Vision
(6)
Healthcare & Medicine
(5)
Machine Learning
(5)
Clinical
(5)
Deep Learning
(4)
Analysis
(4)
Domain-Specific
(4)
Architectures
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Optimization & Theory
(2)
Processing
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Core AI
(1)
Keywords
medical image segmentation
(5)
3d medical imaging
(3)
brain mri
(2)
self-supervised learning
(2)
image retrieval
(1)
semantic similarity
(1)
benchmark evaluation
(1)
deep learning
(1)
transfer learning
(1)
out-of-distribution generalization
(1)
lesion segmentation
(1)
iterative refinement
(1)
pretraining dataset
(1)
3d segmentation
(1)
masked autoencoder
(1)
vision-language model
(1)
medical imaging
(1)
zero-shot segmentation
(1)
computed tomography
(1)
domain generalization
(1)
Papers
VoxTell: Free-Text Promptable Universal 3D Medical Image Segmentation
CVPR 2026
An OpenMind for 3D Medical Vision Self-supervised Learning
ICCV 2025
LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging
CVPR 2025
Revisiting MAE Pre-training for 3D Medical Image Segmentation
CVPR 2025
The Missing Piece: A Case for Pre-Training in 3D Medical Object Detection
MICCAI 2025
Decoupling Semantic Similarity from Spatial Alignment for Neural Networks.
NeurIPS 2024
nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image Segmentation
MICCAI 2024
RecycleNet: Latent Feature Recycling Leads to Iterative Decision Refinement
WACV 2024
Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures
ECCV 2024
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
NeurIPS 2024