TextCAVs: Debugging Vision Models Using Text. - Angus Nicolson; Yarin Gal; J. Alison Noble (ISIC/iMIMIC/EARTH/DeCaF@MICCAI, 2024)

The SaTML '24 CNN Interpretability Competition: New Innovations for Concept-Level Interpretability. - Stephen Casper; Jieun Yun; Joonhyuk Baek; Yeseong Jung; Minhwan Kim; Kiwan Kwon; Saerom Park; Hayden Moore; David Shriver; Marissa Connor; Keltin Grimes; Angus Nicolson; et al. (CoRR, 2024)

Explaining Explainability: Understanding Concept Activation Vectors. - Angus Nicolson; Lisa Schut; J. Alison Noble; Yarin Gal (CoRR, 2024)

Explaining Explainability: Recommendations for Effective Use of Concept Activation Vectors. - Angus Nicolson; Lisa Schut; J. Alison Noble; Yarin Gal (Trans. Mach. Learn. Res., 2025)