Imagining an Engineer: On GAN-Based Data Augmentation Perpetuating Biases

Niharika Jain, Lydia Manikonda, Alberto Olmo Hernandez +2

The use of synthetic data generated by Generative Adversarial Networks (GANs) has become quite a popular method to do data augmentation for many applications. While practitioners c…