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1. causal-gen causal-gen Public

   (ICML 2023) High Fidelity Image Counterfactuals with Probabilistic Causal Models

   Python 58 7

2. chexploration chexploration Public

   Official repository for 'Algorithmic encoding of protected characteristics in chest X-ray disease detection models'

   Jupyter Notebook 24 4

3. subgroup-separability subgroup-separability Public

   [MICCAI 2023] "The Role of Subgroup Separability in Group-Fair Medical Image Classification"

   Jupyter Notebook 7 2

4. counterfactual-contrastive counterfactual-contrastive Public

   Code for the paper "Counterfactual contrastive learning: robust representations via causal image synthesis"

   Python 18 2

5. upa upa Public

   Unsupervised prediction alignment for automatic correction of acquisition shift in image classification

   Jupyter Notebook 5

6. stochastic_segmentation_networks stochastic_segmentation_networks Public

   Stochastic Segmentation Networks

   Python 66 10