Towards a Deeper Understanding of Concept Bottleneck Models Through End-to-End Explanation

7 February 2023

Papers citing "Towards a Deeper Understanding of Concept Bottleneck Models Through End-to-End Explanation"

4 / 4 papers shown

Title
If Concept Bottlenecks are the Question, are Foundation Models the Answer? Nicola Debole Pietro Barbiero Francesco Giannini Andrea Passerini Stefano Teso Emanuele Marconato 128 0 0 28 Apr 2025
Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model Yuxuan Cai X. Wang Satoshi Tsutsui Winnie Pang Bihan Wen 60 0 0 03 Feb 2025
On the Concept Trustworthiness in Concept Bottleneck Models Qihan Huang Jie Song Jingwen Hu Haofei Zhang Yong Wang Mingli Song 33 9 0 21 Mar 2024
Can we Constrain Concept Bottleneck Models to Learn Semantically Meaningful Input Features? Jack Furby Daniel Cunnington Dave Braines Alun D. Preece 35 3 0 01 Feb 2024