Editable Concept Bottleneck Models

This repository contains code and scripts for the following paper:

Editable Concept Bottleneck Models

Lijie Hu*, Chenyang Ren*, Zhengyu Hu*, Hongbin Lin, Cheng-Long Wang, Zhen Tan, Weimin Lyu, Jingfeng Zhang, Hui Xiong, and Di Wang.

ICML 2025

Code Implementation References

Thanks to the code provided by "Concept Bottleneck Models", ICML 2020.

Dataset

The experiments use the following datasets:

• NIH Osteoarthritis Initiative (OAI)
• Caltech-UCSD Birds 200 (CUB)