A federated learning method that communicates only adapters and prototypes achieves accuracy close to the best adapter-only baseline while offering prototype-based visual explanations.
In- Proceedings of the AAAI Conference on Artificial Intelligence, 11285-11293 (2024)
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Prototype-Guided and Lightweight Adapters for Inherent Interpretation and Generalisation in Federated Learning
A federated learning method that communicates only adapters and prototypes achieves accuracy close to the best adapter-only baseline while offering prototype-based visual explanations.