Holger Roth
8 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Academic Marathon (5) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (24)
π
Academic Marathon
(5)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π₯
Mega-Team
(53)
π
Conference Pioneer
β
The Questioner
Conferences
CVPR (3)
WACV (3)
MIDL (1)
NIPS (1)
Top co-authors
Keywords
medical imaging
(3)
medical image segmentation
(3)
neural architecture search
(2)
3d segmentation
(2)
image segmentation
(2)
medical image analysis
(2)
domain generalization
(1)
uncertainty quantification
(1)
noisy label learning
(1)
out-of-distribution generalization
(1)
medical image classification
(1)
image registration
(1)
gene expression
(1)
multi-view learning
(1)
domain knowledge
(1)
convolutional neural network
(1)
generative adversarial network
(1)
vision-language model
(1)
instruction fine-tuning
(1)
bayesian deep learning
(1)
Papers
VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge
CVPR 2025
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
NIPS 2024
Learning Quality Labels for Robust Image Classification
WACV 2024
DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation
CVPR 2021
C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation
CVPR 2020
Correlation via Synthesis: End-to-end Image Generation and Radiogenomic Learning Based on Generative Adversarial Network
MIDL 2020
NeurReg: Neural Registration and Its Application to Image Segmentation
WACV 2020
3D semi-supervised learning with uncertainty-aware multi-view co-training
WACV 2020