"post-hoc interpretability" Papers

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CoE: Chain-of-Explanation via Automatic Visual Concept Circuit Description and Polysemanticity Quantification

wenlong yu, Qilong Wang, Chuang Liu et al.

CVPR 2025arXiv:2503.15234
2
citations

Attention Meets Post-hoc Interpretability: A Mathematical Perspective

Gianluigi Lopardo, Frederic Precioso, Damien Garreau

ICML 2024arXiv:2402.03485
14
citations

MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes

Bor Shiun Wang, Chien-Yi Wang, Wei-Chen Chiu

CVPR 2024arXiv:2404.08968
16
citations