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Statistically Significant Concept-based Explanation of Image Classifiers
  via Model Knockoffs

Statistically Significant Concept-based Explanation of Image Classifiers via Model Knockoffs

27 May 2023
Kaiwen Xu
Kazuto Fukuchi
Youhei Akimoto
Jun Sakuma
ArXivPDFHTML

Papers citing "Statistically Significant Concept-based Explanation of Image Classifiers via Model Knockoffs"

3 / 3 papers shown
Title
FI-CBL: A Probabilistic Method for Concept-Based Learning with Expert
  Rules
FI-CBL: A Probabilistic Method for Concept-Based Learning with Expert Rules
Lev V. Utkin
A. Konstantinov
Stanislav R. Kirpichenko
36
0
0
28 Jun 2024
Incorporating Expert Rules into Neural Networks in the Framework of
  Concept-Based Learning
Incorporating Expert Rules into Neural Networks in the Framework of Concept-Based Learning
A. Konstantinov
Lev V. Utkin
38
3
0
22 Feb 2024
Unsupervised Causal Binary Concepts Discovery with VAE for Black-box
  Model Explanation
Unsupervised Causal Binary Concepts Discovery with VAE for Black-box Model Explanation
Thien Q. Tran
Kazuto Fukuchi
Youhei Akimoto
Jun Sakuma
CML
40
10
0
09 Sep 2021
1