Confident Object Detection via Conformal Prediction and Conformal Risk
Control: an Application to Railway Signaling

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Confident Object Detection via Conformal Prediction and Conformal Risk Control: an Application to Railway Signaling

12 April 2023

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Papers citing "Confident Object Detection via Conformal Prediction and Conformal Risk Control: an Application to Railway Signaling"

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Title
Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks Thomas Massena Léo Andéol Thibaut Boissin Franck Mamalet Corentin Friedrich M. Serrurier Sébastien Gerchinovitz AAML 32 2 0 05 Jun 2025
Conformal Object Detection by Sequential Risk Control Léo Andéol Luca Mossina Adrien Mazoyer Sébastien Gerchinovitz 53 0 0 29 May 2025
Conformal Prediction and MLLM aided Uncertainty Quantification in Scene Graph Generation Sayak Nag Udita Ghosh Sarosij Bose Calvin-Khang Ta Jiachen Li Amit K. Roy-Chowdhury 221 0 0 18 Mar 2025
Efficient Precision Control in Object Detection Models for Enhanced and Reliable Ovarian Follicle Counting Vincent Blot Alexandra Lorenzo de Brionne Ines Sellami Olivier Trassard Isabelle Beau Charlotte Sonigo Nicolas Brunel 71 1 0 23 Jan 2025
Conformal Structured Prediction Botong Zhang Shuo Li Osbert Bastani 116 0 0 08 Oct 2024