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Ante-hoc_Explainability_Concepts

This project is for the paper: "A Framework for Learning Ante-hoc Explainable Models via Concepts" (CVPR 2022) (https://arxiv.org/abs/2108.11761). Some codes are from the implementation of the paper [Towards Robust Interpretability with Self-Explaining Neural Networks].

To-do:

  • Codebase for other datasets are coming soon.

Citation

Please cite our work if you use the codebase:

License

Please refer to the LICENSE.

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Implementation of the paper "A Framework for Learning Ante-hoc Explainable Models via Concepts" (CVPR 2022).

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