An adaptive LoRA-aggregation method for federated cardiac MRI segmentation improves Dice scores and cuts bandwidth compared to full-weight FedAvg and FedPETuning.
Rate-My-LoRA carefully evaluates the generalizability of LoRA adapters from different clients and enables fast local adaptation
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Rate-My-LoRA: Efficient and Adaptive Federated Model Tuning for Cardiac MRI Segmentation
An adaptive LoRA-aggregation method for federated cardiac MRI segmentation improves Dice scores and cuts bandwidth compared to full-weight FedAvg and FedPETuning.