Embedding-Based Federated Data Sharing via Differentially Private Conditional VAEs

Francesco Di Salvo, Hanh Huyen My Nguyen, Christian Ledig

Deep Learning (DL) has revolutionized medical imaging, yet its adoption is constrained by data scarcity and privacy regulations, limiting access to diverse datasets. Federated Lear…