Holger R. Roth
11 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (19) π Interdisciplinary Bridge π Renaissance Researcher (5) π Conference Polyglot (5) π§ Keyword Pioneer
π£
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Conference Polyglot
(5)
π€
Dynamic Duo
(10)
β‘
Prolific Year
(5)
π
Conference Pioneer
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Century Club
(11)
π₯
Unstoppable
(5)
Conferences
CVPR (4)
ICCV (2)
MICCAI (2)
WACV (2)
ECCV (1)
Top co-authors
Keywords
federated learning
(2)
medical image segmentation
(2)
image reconstruction
(2)
privacy attack
(1)
vision transformer
(1)
few-shot learning
(1)
semi-supervised learning
(1)
transfer learning
(1)
image restoration
(1)
self-supervised learning
(1)
medical imaging
(1)
attention mechanism
(1)
model aggregation
(1)
neural architecture search
(1)
domain generalization
(1)
semantic segmentation
(1)
deep learning
(1)
lesion segmentation
(1)
fourier transform
(1)
transformer architecture
(1)
Papers
Synthesis of Pathological Dual-Channel Color Doppler Echocardiograms for Equitable Diagnosis of Heart Diseases
MICCAI 2025
IR-FRestormer: Iterative Refinement With Fourier-Based Restormer for Accelerated MRI Reconstruction
WACV 2024
Super-Field MRI Synthesis for Infant Brains Enhanced by Dual Channel Latent Diffusion
MICCAI 2024
Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples
ICCV 2023
Fair Federated Medical Image Segmentation via Client Contribution Estimation
CVPR 2023
GradViT: Gradient Inversion of Vision Transformers
CVPR 2022
Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis
CVPR 2022
Closing the Generalization Gap of Cross-Silo Federated Medical Image Segmentation
CVPR 2022
Auto-FedRL: Federated Hyperparameter Optimization for Multi-Institutional Medical Image Segmentation
ECCV 2022
UNETR: Transformers for 3D Medical Image Segmentation
WACV 2022
T-AutoML: Automated Machine Learning for Lesion Segmentation Using Transformers in 3D Medical Imaging
ICCV 2021