Krum aggregation produced the highest automatic text metrics for a federated ViT-GPT-2 chest X-ray report generator on IU-Xray, but margins over FedAvg and centralized training are tiny and no privacy mechanism backs the paper's title claim.
Sensors 22(10), 3728 (2022)
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Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2
Krum aggregation produced the highest automatic text metrics for a federated ViT-GPT-2 chest X-ray report generator on IU-Xray, but margins over FedAvg and centralized training are tiny and no privacy mechanism backs the paper's title claim.