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Faithful Vision-Language Interpretation via Concept Bottleneck Models

This is the official repository for our paper Faithful Vision-Language Interpretation via Concept Bottleneck Models published at ICLR 2024.

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Faithful Vision-Language Interpretation via Concept Bottleneck Models, ICLR 2024.

@inproceedings{lai2023faithful,
  title={Faithful vision-language interpretation via concept bottleneck models},
  author={Lai, Songning and Hu, Lijie and Wang, Junxiao and Berti-Equille, Laure and Wang, Di},
  booktitle={The Twelfth International Conference on Learning Representations},
  year={2023}
}

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  • Jupyter Notebook 96.7%
  • Python 3.3%