2025 Poster "model reliability" Papers

5 papers found

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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)

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AbstentionBench: Reasoning LLMs Fail on Unanswerable Questions

Polina Kirichenko, Mark Ibrahim, Kamalika Chaudhuri et al.

NeurIPS 2025posterarXiv:2506.09038
26
citations

Embracing Trustworthy Brain-Agent Collaboration as Paradigm Extension for Intelligent Assistive Technologies

Yankai Chen, Xinni Zhang, Yifei Zhang et al.

NeurIPS 2025posterarXiv:2510.22095
1
citations

Is Your Multimodal Language Model Oversensitive to Safe Queries?

Xirui Li, Hengguang Zhou, Ruochen Wang et al.

ICLR 2025posterarXiv:2406.17806
20
citations

Reasoning Models Better Express Their Confidence

Dongkeun Yoon, Seungone Kim, Sohee Yang et al.

NeurIPS 2025posterarXiv:2505.14489
32
citations

Regretful Decisions under Label Noise

Sujay Nagaraj, Yang Liu, Flavio Calmon et al.

ICLR 2025poster
3
citations