This study uses deep learning, specifically Variational Autoencoders (VAEs), to generate synthetic datasets that replicate real-world AD data while preserving privacy. These datasets were used to ...

Synthetic data fill AI training gaps, but can’t replace real-world nuance, experts say GenAI tools—especially models like Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs ...

The global synthetic data generation size is expected to grow from USD 300 million in 2023 to USD 2.1 billion by 2028, at a Compound Annual Growth Rate (CAGR) of 45.7% ...