Gradient Alignment Improves Test-Time Adaptation for Medical Image
Segmentation

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Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation

14 August 2024

Ziyang Chen

Yiwen Ye

Yong Xia

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Papers citing "Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation"

10 / 10 papers shown

Title
MedBN: Robust Test-Time Adaptation against Malicious Test Samples Hyejin Park Jeongyeon Hwang Sunung Mun Sangdon Park Jungseul Ok AAML TTA OOD 77 6 0 28 Mar 2024
Sharpness-Aware Gradient Matching for Domain Generalization Pengfei Wang Zhaoxiang Zhang Zhen Lei Lei Zhang 66 94 0 18 Mar 2023
Towards More Robust Interpretation via Local Gradient Alignment Sunghwan Joo Seokhyeon Jeong Juyeon Heo Adrian Weller Taesup Moon FAtt 72 6 0 29 Nov 2022
TeST: Test-time Self-Training under Distribution Shift Samarth Sinha Peter V. Gehler Francesco Locatello Bernt Schiele TTA OOD 76 23 0 23 Sep 2022
DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images Hongzheng Yang Cheng Chen Meirui Jiang Quande Liu Jianfeng Cao Pheng Ann Heng Qi Dou OOD 76 28 0 27 May 2022
Dynamic Weighted Learning for Unsupervised Domain Adaptation Ning Xiao Lei Zhang 45 145 0 22 Mar 2021
Evaluating Prediction-Time Batch Normalization for Robustness under Covariate Shift Zachary Nado Shreyas Padhy D. Sculley Alexander DÁmour Balaji Lakshminarayanan Jasper Snoek OOD AI4TS 92 248 0 19 Jun 2020
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 152 763 0 27 Aug 2019
Learning to Generalize: Meta-Learning for Domain Generalization Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales OOD 102 1,421 0 10 Oct 2017
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014