Klaus Maier-Hein
10 papers · 2018–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (7) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (21)
π
Conference Polyglot
(6)
π
Academic Marathon
(7)
π
Keyword Champion
(2)
π₯
Mega-Team
(125)
π
Conference Pioneer
β
The Questioner
Conferences
CVPR (3)
ICLR (2)
ICCV (1)
MICCAI (1)
MIDL (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
3d medical imaging
(3)
medical image segmentation
(2)
medical imaging
(2)
self-supervised learning
(2)
brain mri
(2)
biomedical imaging
(1)
uncertainty quantification
(1)
image segmentation
(1)
medical image classification
(1)
masked autoencoder
(1)
lesion segmentation
(1)
image analysis
(1)
transfer learning
(1)
generative model
(1)
vision language model
(1)
data augmentation
(1)
variational autoencoder
(1)
3d segmentation
(1)
probabilistic model
(1)
multi-task learning
(1)
Papers
ReSi: A Comprehensive Benchmark for Representational Similarity Measures
ICLR 2025
Visual Prompt Engineering for Vision Language Models in Radiology
MIDL 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
An OpenMind for 3D Medical Vision Self-supervised Learning
ICCV 2025
ValUES: A Framework for Systematic Validation of Uncertainty Estimation in Semantic Segmentation
ICLR 2024
nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image Segmentation
MICCAI 2024
Why Is the Winner the Best?
CVPR 2023
Fine-tuning BERT Models for Summarizing German Radiology Findings
NAACL 2022
A Probabilistic U-Net for Segmentation of Ambiguous Images
NIPS 2018