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.

Setup

Running the models

Reference

Cite this work

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}
}