Holger Roth
8 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird
π₯
Mega-Team Β· Legion
β
The Questioner
π
Conference Pioneer
Venues
Top co-authors
Research topics
Computer Vision
(5)
Machine Learning
(5)
Domain-Specific
(5)
Deep Learning
(4)
Healthcare & Medicine
(3)
Clinical
(3)
Learning Types Β· Deep Learning
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Core AI
(2)
Learning Types Β· Machine Learning
(2)
Analysis
(1)
Architectures
(1)
Generation
(1)
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
Learning Quality Labels for Robust Image Classification
WACV 2024
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
NeurIPS 2024
DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation
CVPR 2021
3D semi-supervised learning with uncertainty-aware multi-view co-training
WACV 2020
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