Won-Joo Hwang

Federated Domain Generalization with Data-free On-server Matching Gradient

Domain Generalization (DG) aims to learn from multiple known source domains a model that can generalize well to unknown target domains. One of the key approaches in DG is training an encoder which generates domain-invariant representations. However, this approach is not applicable in Federated Domai…