Optimizing Calibration by Gaining Aware of Prediction Correctness

Optimizing Calibration by Gaining Aware of Prediction Correctness

19 April 2024

Liang Zheng

Papers citing "Optimizing Calibration by Gaining Aware of Prediction Correctness"

5 / 5 papers shown

Title
Confidence Calibration of Classifiers with Many Classes Adrien LeCoz Stéphane Herbin Faouzi Adjed UQCV 31 1 0 05 Nov 2024
Scaling of Class-wise Training Losses for Post-hoc Calibration Seungjin Jung Seung-Woo Seo Yonghyun Jeong Jongwon Choi 21 3 0 19 Jun 2023
Dual Focal Loss for Calibration Linwei Tao Minjing Dong Chang Xu UQCV 27 26 0 23 May 2023
Window-Based Early-Exit Cascades for Uncertainty Estimation: When Deep Ensembles are More Efficient than Single Models Guoxuan Xia C. Bouganis UQCV 50 12 0 14 Mar 2023
Improving model calibration with accuracy versus uncertainty optimization R. Krishnan Omesh Tickoo UQCV 172 140 0 14 Dec 2020