Cross-Domain Adversarial Augmentation: Stabilizing GANs for Medical and Handwriting Data Scarcity

Md. Sohanuzzaman Soad, Mahady Al Hady, S M Rafiuddin Rifat +1

Generative Adversarial Networks (GANs) can help overcome data scarcity in computer vision tasks by generating additional training samples. In this work, we explore generative data…