A variational autoencoder (VAE) is a deep neural system that can be used to generate synthetic data. VAEs share some architectural similarities with regular neural autoencoders (AEs) but an AE is not ...

GenAI tools—especially models like Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs) and large language models (LLMs)—are at the core of synthetic data generation today ...