Generative Counterfactual Augmentation (GCA)

We explore how to construct unbiased Chest X-Ray datasets using StyleGAN!

OverView

Introduction

This is the pytorch version of previously proposed GCA algorithm. Debiasing large chest X-ray datasets using StyleGAN3. We use code from HiddenInPlainSight repository to demonstrate our methods robustness agains adversarial attacks