David E. Tafler

Privacy-preserving datasets by capturing feature distributions with Conditional VAEs

2024 · arXiv (Cornell University)

Large and well-annotated datasets are essential for advancing deep learning applications, however often costly or impossible to obtain by a single entity. In many areas, including the medical domain, approaches relying on data sharing have …