GCA / README.md
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metadata
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! architecture diagram Screenshot 2025-03-29 at 3 05 31 AM

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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