Concept-based Interpretable Deep Learning

You can find our tutorial slides here (pdf).

If we get access to a recording of our presentation, we will include it in this section as soon as possible.

For a complete bibliography of the topics and works discussed in this tutorial, please refer to our resources section.

Presenters

Mateo Espinosa Zarlenga

University of Oxford, UK

Pietro Barbiero

IBM Research, Switzerland

Citing This Tutorial

If you found this tutorial useful for your research, blogs, or work, please cite it as follows:

Espinosa Zarlenga M. and Barbiero P. (2025). Concept-based Interpretable Deep Learning. Tutorial at the Thirty-Ninth Annual AAAI Conference on Artificial Intelligence (AAAI). https://interpretabledeeplearning.github.io/

Or use the following bibtex entry:

@misc{concept2025tutorial,
  title        = {Concept-based Interpretable Deep Learning (AAAI-2025)},
  author       = {Espinosa Zarlenga M. and Barbiero P.},
  year         = {2025},
  howpublished = {Tutorial at the Thirty-Ninth Annual AAAI Conference on Artificial Intelligence (AAAI)},
  url          = {https://interpretabledeeplearning.github.io/}
}