"concept bottleneck models" 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 2025posterarXiv:2505.16705
2
citations

Causally Reliable Concept Bottleneck Models

Giovanni De Felice, Arianna Casanova Flores, Francesco De Santis et al.

NeurIPS 2025posterarXiv:2503.04363
5
citations

Concept Bottleneck Language Models For Protein Design

Aya Ismail, Tuomas Oikarinen, Amy Wang et al.

ICLR 2025posterarXiv:2411.06090
13
citations

Concept Bottleneck Large Language Models

Chung-En Sun, Tuomas Oikarinen, Berk Ustun et al.

ICLR 2025posterarXiv:2412.07992
22
citations

CONDA: Adaptive Concept Bottleneck for Foundation Models Under Distribution Shifts

Jihye Choi, Jayaram Raghuram, Yixuan Li et al.

ICLR 2025poster

Learning to Intervene on Concept Bottlenecks

David Steinmann, Wolfgang Stammer, Felix Friedrich et al.

ICML 2024poster