Few-Shot Synthetic Data Generation with Diffusion Models for Downstream Vision Tasks

Daniil Dushenev, Nazariy Karpov, Daniil Zinovjev +2

Class imbalance is a persistent challenge in visual recognition, particularly in safety-critical domains where collecting positive examples is expensive and rare events are inheren…