Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction

Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction

12 March 2024

Alexander Timans

Eric T. Nalisnick

Papers citing "Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction"

13 / 13 papers shown

Title
NeuRadar: Neural Radiance Fields for Automotive Radar Point Clouds Mahan Rafidashti Ji Lan M. Fatemi Junsheng Fu Lars Hammarstrand Lennart Svensson 36 0 0 01 Apr 2025
Conformal Prediction and MLLM aided Uncertainty Quantification in Scene Graph Generation Sayak Nag Udita Ghosh Sarosij Bose Calvin-Khang Ta Jiachen Li A. Roy-Chowdhury 61 0 0 18 Mar 2025
Conformal forecasting for surgical instrument trajectory Sara Sangalli Gary Sarwin Ertunc Erdil Alessandro Carretta V. Staartjes Carlo Serra E. Konukoglu 68 0 0 13 Mar 2025
Batch Multivalid Conformal Prediction Christopher Jung Georgy Noarov Ramya Ramalingam Aaron Roth 58 48 0 30 Sep 2022
Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control Anastasios Nikolas Angelopoulos Stephen Bates Emmanuel J. Candès Michael I. Jordan Lihua Lei 95 125 0 03 Oct 2021
Sample-Efficient Safety Assurances using Conformal Prediction Rachel Luo Shengjia Zhao Jonathan Kuck B. Ivanovic Silvio Savarese Edward Schmerling Marco Pavone 48 56 0 28 Sep 2021
Conformal Prediction using Conditional Histograms Matteo Sesia Yaniv Romano 53 66 0 18 May 2021
Distribution-Free, Risk-Controlling Prediction Sets Stephen Bates Anastasios Nikolas Angelopoulos Lihua Lei Jitendra Malik Michael I. Jordan OOD 176 184 0 07 Jan 2021
Admissible ways of merging p-values under arbitrary dependence V. Vovk Bin Wang Ruodu Wang 31 65 0 28 Jul 2020
PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction Sangdon Park Osbert Bastani Nikolai Matni Insup Lee UQCV 121 68 0 31 Dec 2019
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,635 0 05 Dec 2016
Combining p-values via averaging V. Vovk Ruodu Wang FedML 55 205 0 20 Dec 2012
Cross-conformal predictors V. Vovk 110 194 0 03 Aug 2012