Extending Tabular Denoising Diffusion Probabilistic Models for Time-Series Data Generation

Umang Dobhal, Christina Garcia, Sozo Inoue

Diffusion models are increasingly being utilised to create synthetic tabular and time series data for privacy-preserving augmentation. Tabular Denoising Diffusion Probabilistic Mod…