README.md

metadata

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

Fabio De Sousa Ribeiro¹, Tian Xia¹, Miguel Monteiro¹, Nick Pawlowski², Ben Glocker^1
1Imperial College London, ²Microsoft 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}
}