ExaM: Unsupervised Concept-Based Representation Learning to Better Explain Models in Vision Tasks

Cite

Text

Heritier et al. "ExaM: Unsupervised Concept-Based Representation Learning to Better Explain Models in Vision Tasks." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025.

Markdown

[Heritier et al. "ExaM: Unsupervised Concept-Based Representation Learning to Better Explain Models in Vision Tasks." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025.](https://mlanthology.org/cvprw/2025/heritier2025cvprw-exam/)

BibTeX

@inproceedings{heritier2025cvprw-exam,
  title     = {{ExaM: Unsupervised Concept-Based Representation Learning to Better Explain Models in Vision Tasks}},
  author    = {Heritier, Maguelonne and Mekhazni, Djebril and Leblond-Ménard, Cédric and Godbout, Benoit and Guilbaud, Nathan and Alehdaghi, Mahdi and Granger, Eric},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
  year      = {2025},
  pages     = {2750-2759},
  url       = {https://mlanthology.org/cvprw/2025/heritier2025cvprw-exam/}
}