Fair Generative Models via Transfer Learning

Christopher TH Teo, Milad Abdollahzadeh, Ngai-Man Cheung

This work addresses fair generative models. Dataset biases have been a major cause of unfairness in deep generative models. Previous work had proposed to augment large, biased data…