"confidence calibration" Papers
13 papers found
Conference
Beyond Greedy Exits: Improved Early Exit Decisions for Risk Control and Reliability
Divya Jyoti Bajpai, Manjesh Kumar Hanawal
NEURIPS 2025arXiv:2509.23666
1
citations
Calibrating Large Language Models with Sample Consistency
Qing Lyu, Kumar Shridhar, Chaitanya Malaviya et al.
AAAI 2025paperarXiv:2402.13904
52
citations
Calibrating LLMs with Information-Theoretic Evidential Deep Learning
Yawei Li, David Rügamer, Bernd Bischl et al.
ICLR 2025arXiv:2502.06351
4
citations
ConfTuner: Training Large Language Models to Express Their Confidence Verbally
Yibo Li, Miao Xiong, Jiaying Wu et al.
NEURIPS 2025arXiv:2508.18847
10
citations
Do LLMs Really Forget? Evaluating Unlearning with Knowledge Correlation and Confidence Awareness
Rongzhe Wei, Peizhi Niu, Hans Hao-Hsun Hsu et al.
NEURIPS 2025arXiv:2506.05735
9
citations
Gatekeeper: Improving Model Cascades Through Confidence Tuning
Stephan Rabanser, Nathalie Rauschmayr, Achin Kulshrestha et al.
NEURIPS 2025arXiv:2502.19335
4
citations
Parametric ρ-Norm Scaling Calibration
Siyuan Zhang, Linbo Xie
AAAI 2025paperarXiv:2412.15301
Reasoning Models Better Express Their Confidence
Dongkeun Yoon, Seungone Kim, Sohee Yang et al.
NEURIPS 2025arXiv:2505.14489
33
citations
Towards Calibrated Deep Clustering Network
Yuheng Jia, Jianhong Cheng, Hui LIU et al.
ICLR 2025arXiv:2403.02998
3
citations
Beyond Sole Strength: Customized Ensembles for Generalized Vision-Language Models
Zhihe Lu, Jiawang Bai, Xin Li et al.
ICML 2024arXiv:2311.17091
17
citations
Consistency-Guided Temperature Scaling Using Style and Content Information for Out-of-Domain Calibration
Wonjeong Choi, Jungwuk Park, Dong-Jun Han et al.
AAAI 2024paperarXiv:2402.15019
2
citations
On the Calibration of Human Pose Estimation
Kerui Gu, Rongyu Chen, Xuanlong Yu et al.
ICML 2024arXiv:2311.17105
10
citations
Open-Vocabulary Calibration for Fine-tuned CLIP
Shuoyuan Wang, Jindong Wang, Guoqing Wang et al.
ICML 2024arXiv:2402.04655
14
citations