NEURIPS 2025 "concept bottleneck models" Papers

6 papers found

Filters:NEURIPS2025concept bottleneck modelsClear all

Conference

AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

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

Bayesian Concept Bottleneck Models with LLM Priors

Jean Feng, Avni Kothari, Lucas Zier et al.

NEURIPS 2025posterarXiv:2410.15555
10
citations

Causally Reliable Concept Bottleneck Models

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

NEURIPS 2025posterarXiv:2503.04363
5
citations

Disentangled Concepts Speak Louder Than Words: Explainable Video Action Recognition

Jongseo Lee, Wooil Lee, Gyeong-Moon Park et al.

NEURIPS 2025spotlightarXiv:2511.03725

Sample-efficient Learning of Concepts with Theoretical Guarantees: from Data to Concepts without Interventions

Hidde Fokkema, Tim van Erven, Sara Magliacane

NEURIPS 2025posterarXiv:2502.06536
3
citations

Understanding and Improving Adversarial Robustness of Neural Probabilistic Circuits

Weixin Chen, Han Zhao

NEURIPS 2025posterarXiv:2509.20549