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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

Léo Andéol
Thomas Fel
F. D. Grancey
Luca Mossina
ArXiv (abs)PDFHTML

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

5 / 5 papers shown
Title
Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks
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
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
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
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
69
1
0
23 Jan 2025
Conformal Structured Prediction
Conformal Structured Prediction
Botong Zhang
Shuo Li
Osbert Bastani
116
0
0
08 Oct 2024

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