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Towards PAC Multi-Object Detection and Tracking

Towards PAC Multi-Object Detection and Tracking

Shuo Li
Sangdon Park
Xiayan Ji
Insup Lee
Osbert Bastani
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Papers citing "Towards PAC Multi-Object Detection and Tracking"

4 / 4 papers shown
Title
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
68
0
0
18 Mar 2025
Confident Object Detection via Conformal Prediction and Conformal Risk Control: an Application to Railway Signaling
Confident Object Detection via Conformal Prediction and Conformal Risk Control: an Application to Railway Signaling
Léo Andéol
Thomas Fel
F. D. Grancey
Luca Mossina
21
11
0
12 Apr 2023
Conformal Prediction for Trustworthy Detection of Railway Signals
Conformal Prediction for Trustworthy Detection of Railway Signals
Léo Andéol
Thomas Fel
F. D. Grancey
Luca Mossina
26
5
0
26 Jan 2023
PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction
PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction
Sangdon Park
Osbert Bastani
Nikolai Matni
Insup Lee
UQCV
141
68
0
31 Dec 2019