most citedUniversal Medical Imaging Model for Domain Generalization with Data Privacy

1 citations · 1 across the 4 of their papers we have counts for

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cs.CV2025

GNN-MoE: Context-Aware Patch Routing using GNNs for Parameter-Efficient Domain Generalization

Mahmoud Soliman, Omar Abdelaziz, Ahmed Radwan +2

Domain generalization (DG) seeks robust Vision Transformer (ViT) performance on unseen domains. Efficiently adapting pretrained ViTs for DG is challenging; standard fine-tuning is…

cs.CV2024

FedPartWhole: Federated domain generalization via consistent part-whole hierarchies

Ahmed Radwan, Mohamed S. Shehata

Federated Domain Generalization (FedDG), aims to tackle the challenge of generalizing to unseen domains at test time while catering to the data privacy constraints that prevent cen…