Synthetic Data

AugGen: Synthetic Augmentation using Diffusion Models Can Improve Recognition

The increasing reliance on large-scale datasets in machine learning poses significant privacy and ethical challenges, particularly in sensitive domains such as face recognition. …

Template Inversion Attack Using Synthetic Face Images Against Real Face Recognition Systems

Knowledge Distillation for Face Recognition using Synthetic Data with Dynamic Latent Sampling