---
title: Counterfactuals
emoji: 🌖
colorFrom: purple
colorTo: green
sdk: gradio
sdk_version: 3.27.0
app_file: app.py
pinned: false
license: mit
duplicated_from: fabio-deep/counterfactuals
---

Code for the **ICML 2023** paper:

[**High Fidelity Image Counterfactuals with Probabilistic Causal Models**](https://arxiv.org/abs/2306.15764)

Fabio De Sousa Ribeiro<sup>1</sup>, Tian Xia<sup>1</sup>, Miguel Monteiro<sup>1</sup>, Nick Pawlowski<sup>2</sup>, Ben Glocker<sup>1</sup>\
<sup>1</sup>Imperial College London, <sup>2</sup>Microsoft Research Cambridge, UK

```
@misc{ribeiro2023high,
      title={High Fidelity Image Counterfactuals with Probabilistic Causal Models}, 
      author={Fabio De Sousa Ribeiro and Tian Xia and Miguel Monteiro and Nick Pawlowski and Ben Glocker},
      year={2023},
      eprint={2306.15764},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}
```