@article{Knab_TMLR26,
TITLE = {What's in the Bottle? {A} Survey and Roadmap of Concept Bottleneck Models},
AUTHOR = {Knab, Patrick and Steinmann, David and Bartelt, Christian and Kersting, Kristian and Schiele, Bernt and Seidl, Thomas and Schlegel, Udo and Stammer, Wolfgang},
LANGUAGE = {eng},
ISSN = {2835-8856},
URL = {https://openreview.net/forum?id=IF5vnqxBEW},
PUBLISHER = {OpenReview.net},
YEAR = {2026},
DATE = {2026},
JOURNAL = {Transactions on Machine Learning Research},
VOLUME = {2026},
NUMBER = {5},
PAGES = {1--38},
}