Tutorial Material

You can find our tutorial slides here (pptx, 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, pease refer to our resources section.

Citing This Tutorial

If you found this tutorial useful for your research, blogs, or work, we would be grateful if you would cite it as follows:

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

Or use the following bibtex entry:

@misc{conceptlearning2025tutorial,
  title        = {Tutorial on 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://conceptlearning.github.io/}
}