"conformal prediction" Papers

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Kandinsky Conformal Prediction: Efficient Calibration of Image Segmentation Algorithms

Joren Brunekreef, Eric Marcus, Ray Sheombarsing et al.

CVPR 2024arXiv:2311.11837

Language Models with Conformal Factuality Guarantees

Christopher Mohri, Tatsunori Hashimoto

ICML 2024arXiv:2402.10978

Robust Yet Efficient Conformal Prediction Sets

Soroush H. Zargarbashi, Mohammad Sadegh Akhondzadeh, Aleksandar Bojchevski

ICML 2024arXiv:2407.09165

Task-Driven Uncertainty Quantification in Inverse Problems via Conformal Prediction

Jeffrey Wen, Rizwan Ahmad, Phillip Schniter

ECCV 2024arXiv:2405.18527

The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks

Ziquan Liu, Yufei Cui, Yan Yan et al.

ICML 2024arXiv:2405.08886

Towards Modeling Uncertainties of Self-explaining Neural Networks via Conformal Prediction

Wei Qian, Chenxu Zhao, Yangyi Li et al.

AAAI 2024paperarXiv:2401.01549

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