"concept representations" Papers

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Granular Concept Circuits: Toward a Fine-Grained Circuit Discovery for Concept Representations

Dahee Kwon, Sehyun Lee, Jaesik Choi

ICCV 2025arXiv:2508.01728
1
citations

Learning to Intervene on Concept Bottlenecks

David Steinmann, Wolfgang Stammer, Felix Friedrich et al.

ICML 2024arXiv:2308.13453
28
citations

Towards Compositionality in Concept Learning

Adam Stein, Aaditya Naik, Yinjun Wu et al.

ICML 2024arXiv:2406.18534
8
citations

Understanding Inter-Concept Relationships in Concept-Based Models

Naveen Raman, Mateo Espinosa Zarlenga, Mateja Jamnik

ICML 2024arXiv:2405.18217
10
citations