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---
license: mit
language:
- en
pipeline_tag: image-to-image
tags:
- Chest X-ray
- Data Augmentation
- Counterfactual Image Generation
- Bias Mitigation
- Medical Imaging
- Computer Vision
---
# Generative Counterfactual Augmentation (GCA)
We explore how to construct unbiased Chest X-Ray datasets using StyleGAN!
<img width="1035" alt="Screenshot 2025-03-29 at 3 05 31 AM" src="https://github.com/user-attachments/assets/3839dcf0-6094-448e-916c-f7635a668ca7" />
## 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 |