Alex X. Wang

TTVAE: Transformer-Based Generative Modeling for Tabular Data Generation (Abstract Reprint)

Tabular data synthesis presents unique challenges, with Transformer models remaining underexplored despite the applications of Variational Autoencoders and Generative Adversarial Networks. To address this gap, we propose the Transformer-based Tabular Variational AutoEncoder (TTVAE), leveraging the a