"interpretable concepts" Papers

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An Analysis of Concept Bottleneck Models: Measuring, Understanding, and Mitigating the Impact of Noisy Annotations

Seonghwan Park, Jueun Mun, Donghyun Oh et al.

NEURIPS 2025arXiv:2505.16705
2
citations

Shortcuts and Identifiability in Concept-based Models from a Neuro-Symbolic Lens

Samuele Bortolotti, Emanuele Marconato, Paolo Morettin et al.

NEURIPS 2025arXiv:2502.11245
9
citations

Sparse autoencoders reveal selective remapping of visual concepts during adaptation

Hyesu Lim, Jinho Choi, Jaegul Choo et al.

ICLR 2025arXiv:2412.05276
31
citations

PRIME: Prioritizing Interpretability in Failure Mode Extraction

Keivan Rezaei, Mehrdad Saberi, Mazda Moayeri et al.

ICLR 2024arXiv:2310.00164
9
citations