MixNorm: Test-Time Adaptation Through Online Normalization Estimation

21 October 2021

Ser-Nam Lim

Papers citing "MixNorm: Test-Time Adaptation Through Online Normalization Estimation"

37 / 37 papers shown

Title
SEVA: Leveraging Single-Step Ensemble of Vicinal Augmentations for Test-Time Adaptation Zixuan Hu Yichun Hu Ling-yu Duan TTA 54 0 0 07 May 2025
Self-Bootstrapping for Versatile Test-Time Adaptation Shuaicheng Niu Guohao Chen P. Zhao Tianyi Wang Pengcheng Wu Zhiqi Shen ViT TTA 55 0 0 10 Apr 2025
SCAP: Transductive Test-Time Adaptation via Supportive Clique-based Attribute Prompting Chenyu Zhang Kunlun Xu Zichen Liu Yuxin Peng Jiahuan Zhou VLM 55 1 0 17 Mar 2025
Attention Bootstrapping for Multi-Modal Test-Time Adaptation Yusheng Zhao Junyu Luo Xiao Luo Jinsheng Huang Jingyang Yuan Zhiping Xiao M. Zhang TTA 85 0 0 04 Mar 2025
GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution Shifts Sameer Ambekar Zehao Xiao Xiantong Zhen Cees G. M. Snoek OOD 60 0 0 15 Feb 2025
Long-Tailed Out-of-Distribution Detection via Normalized Outlier Distribution Adaptation Wenjun Miao Guansong Pang Jin Zheng Xiao Bai OODD 31 1 0 28 Oct 2024
Source-Free Test-Time Adaptation For Online Surface-Defect Detection Yiran Song Qianyu Zhou Lizhuang Ma TTA 40 1 0 18 Aug 2024
Protected Test-Time Adaptation via Online Entropy Matching: A Betting Approach Yarin Bar Shalev Shaer Yaniv Romano TTA OOD 34 3 0 14 Aug 2024
Exploring Test-Time Adaptation for Object Detection in Continually Changing Environments Shilei Cao Yan Liu Juepeng Zheng Weijia Li Runmin Dong H. Fu TTA OOD 48 1 0 24 Jun 2024
Test-Time Model Adaptation with Only Forward Passes Shuaicheng Niu Chunyan Miao Guohao Chen Pengcheng Wu Peilin Zhao TTA 34 18 0 02 Apr 2024
A Modular System for Enhanced Robustness of Multimedia Understanding Networks via Deep Parametric Estimation F. Barbato Umberto Michieli Mehmet Karim Yucel Pietro Zanuttigh Mete Ozay 21 2 0 28 Feb 2024
Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation Yaofo Chen Shuaicheng Niu Yaowei Wang Shoukai Xu Hengjie Song Mingkui Tan 27 6 0 27 Feb 2024
Channel-Selective Normalization for Label-Shift Robust Test-Time Adaptation Pedro Vianna Muawiz Chaudhary Paria Mehrbod An Tang Guy Cloutier Guy Wolf Michael Eickenberg Eugene Belilovsky OOD 18 3 0 07 Feb 2024
Un-Mixing Test-Time Normalization Statistics: Combatting Label Temporal Correlation Devavrat Tomar Guillaume Vray Jean-Philippe Thiran Behzad Bozorgtabar 26 3 0 16 Jan 2024
Decoupled Prototype Learning for Reliable Test-Time Adaptation Guowei Wang Changxing Ding Wentao Tan Mingkui Tan VLM 22 2 0 15 Jan 2024
Online Test-Time Adaptation of Spatial-Temporal Traffic Flow Forecasting Pengxin Guo Pengrong Jin Ziyue Li Lei Bai Yu Zhang AI4TS 30 3 0 08 Jan 2024
Test-Time Domain Adaptation by Learning Domain-Aware Batch Normalization Yanan Wu Zhixiang Chi Yang Wang Konstantinos N. Plataniotis Songhe Feng OOD 14 15 0 15 Dec 2023
In Search of Lost Online Test-time Adaptation: A Survey Zixin Wang Yadan Luo Liang Zheng Zhuoxiao Chen Sen Wang Zi Huang 16 15 0 31 Oct 2023
Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition Shuoyuan Wang Jindong Wang Huajun Xi Bob Zhang Lei Zhang Hongxin Wei TTA 14 11 0 28 Oct 2023
Towards Unified and Effective Domain Generalization Yiyuan Zhang Kaixiong Gong Xiaohan Ding Kaipeng Zhang Fangrui Lv Kurt Keutzer Xiangyu Yue AI4CE OOD FedML 23 4 0 16 Oct 2023
Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering Han Zhou Xingchen Wan Lev Proleev Diana Mincu Jilin Chen Katherine A. Heller Subhrajit Roy UQLM 18 53 0 29 Sep 2023
ATTA: Anomaly-aware Test-Time Adaptation for Out-of-Distribution Detection in Segmentation Zhitong Gao Shipeng Yan Xuming He OOD OODD 12 10 0 12 Sep 2023
Is it an i or an l: Test-time Adaptation of Text Line Recognition Models Debapriya Tula S. Paul Gagan Madan P. Garst R. Ingle Gaurav Aggarwal VLM 62 0 0 29 Aug 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts Jian Liang R. He Tien-Ping Tan OOD VLM TTA 25 201 0 27 Mar 2023
EcoTTA: Memory-Efficient Continual Test-time Adaptation via Self-distilled Regularization Jun S. Song Jungsoo Lee In So Kweon Sungha Choi TTA 29 79 0 03 Mar 2023
Towards Stable Test-Time Adaptation in Dynamic Wild World Shuaicheng Niu Jiaxiang Wu Yifan Zhang Z. Wen Yaofo Chen P. Zhao Mingkui Tan TTA 27 244 0 24 Feb 2023
TTN: A Domain-Shift Aware Batch Normalization in Test-Time Adaptation Hyesu Lim Byeonggeun Kim Jaegul Choo Sungha Choi TTA 19 85 0 10 Feb 2023
Uncovering Adversarial Risks of Test-Time Adaptation Tong Wu Feiran Jia Xiangyu Qi Jiachen T. Wang Vikash Sehwag Saeed Mahloujifar Prateek Mittal AAML TTA 11 9 0 29 Jan 2023
Learning Less Generalizable Patterns with an Asymmetrically Trained Double Classifier for Better Test-Time Adaptation Thomas Duboudin Emmanuel Dellandréa Corentin Abgrall Gilles Hénaff Limin Chen TTA 14 1 0 17 Oct 2022
Adaptive Domain Generalization via Online Disagreement Minimization X. Zhang Ying-Cong Chen OOD 8 5 0 03 Aug 2022
A Simple Test-Time Method for Out-of-Distribution Detection Ke Fan Yikai Wang Qian Yu Da Li Yanwei Fu OODD 36 8 0 17 Jul 2022
CAFA: Class-Aware Feature Alignment for Test-Time Adaptation Sanghun Jung Jungsoo Lee Nanhee Kim Amirreza Shaban Byron Boots Jaegul Choo OOD TTA 8 17 0 01 Jun 2022
Test-time Batch Normalization Tao Yang Shenglong Zhou Yuwang Wang Yan Lu Nanning Zheng OOD 36 9 0 20 May 2022
Learning Instance-Specific Adaptation for Cross-Domain Segmentation Yuliang Zou Zizhao Zhang Chun-Liang Li Han Zhang Tomas Pfister Jia-Bin Huang TTA OOD 19 14 0 30 Mar 2022
Listen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech Recognition Guan-Ting Lin Shang-Wen Li Hung-yi Lee TTA VLM 11 9 0 27 Mar 2022
Continual Test-Time Domain Adaptation Qin Wang Olga Fink Luc Van Gool Dengxin Dai OOD TTA 37 392 0 25 Mar 2022
SITA: Single Image Test-time Adaptation Ansh Khurana S. Paul Piyush Rai Soma Biswas Gaurav Aggarwal 64 52 0 04 Dec 2021