From Black-box to White-box: Examining Confidence Calibration under different Conditions

8 January 2021

Papers citing "From Black-box to White-box: Examining Confidence Calibration under different Conditions"

6 / 6 papers shown

Title
Do We Still Need Non-Maximum Suppression? Accurate Confidence Estimates and Implicit Duplication Modeling with IoU-Aware Calibration Johannes Gilg Torben Teepe Fabian Herzog Philipp Wolters Gerhard Rigoll 25 1 0 06 Sep 2023
Parametric and Multivariate Uncertainty Calibration for Regression and Object Detection Fabian Küppers Jonas Schneider Anselm Haselhoff UQCV 39 8 0 04 Jul 2022
Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss Yantao Gong Cao Liu Fan Yang Xunliang Cai Guanglu Wan Jiansong Chen Weipeng Zhang Houfeng Wang UQCV 29 2 0 17 Mar 2022
Confidence Calibration for Object Detection and Segmentation Fabian Küppers Anselm Haselhoff Jan Kronenberger Jonas Schneider UQCV 30 4 0 25 Feb 2022
A causal model of safety assurance for machine learning Simon Burton CML 37 5 0 14 Jan 2022
Post-hoc Models for Performance Estimation of Machine Learning Inference Xuechen Zhang Samet Oymak Jiasi Chen UQCV 30 4 0 06 Oct 2021