Slide 7
Slide 7 text
Synthetic Data
4
• Synthetic datasets are promised to preserve the statistical properties of the original data but
“contain no personal data”
• Why Useful : promote data sharing, debiasing, data augmentation, creating more “fair” datasets
• Foundation models (e.g., Stable Diffusion, LLMs) for multi-modal synthetic data generation
[Rajotte et al,
iScience 22]