Bin-wise Temperature Scaling (BTS): Improvement in Confidence
Calibration Performance through Simple Scaling Techniques

Bin-wise Temperature Scaling (BTS): Improvement in Confidence Calibration Performance through Simple Scaling Techniques

30 August 2019

Papers citing "Bin-wise Temperature Scaling (BTS): Improvement in Confidence Calibration Performance through Simple Scaling Techniques"

17 / 17 papers shown

Title
Decoupling Feature Extraction and Classification Layers for Calibrated Neural Networks Mikkel Jordahn Pablo Olmos 32 1 0 02 May 2024
On Temperature Scaling and Conformal Prediction of Deep Classifiers Lahav Dabah Tom Tirer 38 1 0 08 Feb 2024
Cal-DETR: Calibrated Detection Transformer Muhammad Akhtar Munir Salman Khan Muhammad Haris Khan Mohsen Ali Fahad Shahbaz Khan 45 8 0 06 Nov 2023
Dual-Branch Temperature Scaling Calibration for Long-Tailed Recognition Jialin Guo Zhenyu Wu Zhiqiang Zhan Yang Ji 20 0 0 16 Aug 2023
Calibration in Deep Learning: A Survey of the State-of-the-Art Cheng Wang UQCV 34 36 0 02 Aug 2023
Perception and Semantic Aware Regularization for Sequential Confidence Calibration Zhenghua Peng Yuanmao Luo Tianshui Chen Keke Xu Shuangping Huang AI4TS 30 2 0 31 May 2023
Bridging Precision and Confidence: A Train-Time Loss for Calibrating Object Detection Muhammad Akhtar Munir Muhammad Haris Khan Salman Khan F. Khan UQCV 38 15 0 25 Mar 2023
Context-Aware Selective Label Smoothing for Calibrating Sequence Recognition Model Shuangping Huang Y. Luo Zhenzhou Zhuang Jin-Gang Yu Mengchao He Yongpan Wang 35 8 0 13 Mar 2023
Towards Improving Calibration in Object Detection Under Domain Shift Muhammad Akhtar Munir M. H. Khan M. Sarfraz Mohsen Ali 19 22 0 15 Sep 2022
Improved post-hoc probability calibration for out-of-domain MRI segmentation Cheng Ouyang Shuo Wang Cheng Chen Zeju Li Wenjia Bai Bernhard Kainz Daniel Rueckert UQCV MedIm 21 4 0 04 Aug 2022
Adaptive Temperature Scaling for Robust Calibration of Deep Neural Networks Sérgio A. Balanya Juan Maroñas Daniel Ramos OOD 35 13 0 31 Jul 2022
Sample-dependent Adaptive Temperature Scaling for Improved Calibration Thomas Joy Francesco Pinto Ser-Nam Lim Philip Torr P. Dokania UQCV 27 30 0 13 Jul 2022
Confidence Calibration for Object Detection and Segmentation Fabian Küppers Anselm Haselhoff Jan Kronenberger Jonas Schneider UQCV 22 4 0 25 Feb 2022
Class-Distribution-Aware Calibration for Long-Tailed Visual Recognition Mobarakol Islam Lalithkumar Seenivasan Hongliang Ren Ben Glocker 20 18 0 11 Sep 2021
On Calibration of Scene-Text Recognition Models Ron Slossberg Oron Anschel Amir Markovitz Ron Litman Aviad Aberdam Shahar Tsiper Shai Mazor Jon Wu R. Manmatha 24 13 0 23 Dec 2020
Local Temperature Scaling for Probability Calibration Zhipeng Ding Xu Han Peirong Liu Marc Niethammer 19 77 0 12 Aug 2020
Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning Kanil Patel William H. Beluch Binh Yang Michael Pfeiffer Dan Zhang UQCV 14 34 0 23 Jun 2020