On Biased Behavior of GANs for Face Verification

Sasikanth Kotti, Mayank Vatsa, Richa Singh

Deep Learning systems need large data for training. Datasets for training face verification systems are difficult to obtain and prone to privacy issues. Synthetic data generated by…