Test-time Adaptation with Calibration of Medical Image Classification
Nets for Label Distribution Shift

Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift

2 July 2022

Papers citing "Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift"

14 / 14 papers shown

Title
Automatic dataset shift identification to support root cause analysis of AI performance drift Mélanie Roschewitz Raghav Mehta Charles Jones Ben Glocker OOD 38 2 0 12 Nov 2024
Daily Physical Activity Monitoring -- Adaptive Learning from Multi-source Motion Sensor Data Haoting Zhang Donglin Zhan Yunduan Lin Jinghai He Qing Zhu Z. Shen Zeyu Zheng 40 0 0 26 May 2024
Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time Adaptation Haoyu Dong N. Konz Han Gu Maciej Mazurowski OOD 26 4 0 14 Feb 2024
In Search of Lost Online Test-time Adaptation: A Survey Zixin Wang Yadan Luo Liang Zheng Zhuoxiao Chen Sen Wang Zi Huang 32 16 0 31 Oct 2023
Multi Task Consistency Guided Source-Free Test-Time Domain Adaptation Medical Image Segmentation Yanyu Ye Zhenxi Zhang Wei Wei Chunna Tian 25 2 0 18 Oct 2023
Deep learning for unsupervised domain adaptation in medical imaging: Recent advancements and future perspectives S. Kumari Pravendra Singh OOD 43 29 0 18 Jul 2023
Fourier Test-time Adaptation with Multi-level Consistency for Robust Classification Yuhao Huang Xin Yang Xiaoqiong Huang Xinrui Zhou Haozhe Chi Haoran Dou Xindi Hu Jian Wang Xuedong Deng Dong Ni TTA 23 7 0 05 Jun 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts Jian Liang Ran He Tien-Ping Tan OOD VLM TTA 44 207 0 27 Mar 2023
Robust Test-Time Adaptation in Dynamic Scenarios Longhui Yuan Binhui Xie Shuangliang Li TTA 29 115 0 24 Mar 2023
Deployment of Image Analysis Algorithms under Prevalence Shifts Patrick Godau P. Kalinowski E. Christodoulou Annika Reinke M. Tizabi Luciana Ferrer Paul Jäger Lena Maier-Hein 42 9 0 22 Mar 2023
Multi-Head Multi-Loss Model Calibration Adrian Galdran Johan W. Verjans G. Carneiro M. A. G. Ballester UQCV 16 7 0 02 Mar 2023
Source-Free Unsupervised Domain Adaptation: A Survey Yuqi Fang P. Yap W. Lin Hongtu Zhu Mingxia Liu 134 90 0 31 Dec 2022
Balanced Meta-Softmax for Long-Tailed Visual Recognition Jiawei Ren Cunjun Yu Shunan Sheng Xiao Ma Haiyu Zhao Shuai Yi Hongsheng Li 170 550 0 21 Jul 2020
Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches Sarfaraz Hussein Pujan Kandel C. Bolan Michael B. Wallace Ulas Bagci 96 219 0 10 Jan 2018