Towards Stable Test-Time Adaptation in Dynamic Wild World

24 February 2023

Papers citing "Towards Stable Test-Time Adaptation in Dynamic Wild World"

25 / 25 papers shown

Title
Threshold Modulation for Online Test-Time Adaptation of Spiking Neural Networks Kejie Zhao Wenjia Hua Aiersi Tuerhong Luziwei Leng Yuxin Ma Qinghua Guo 55 0 0 08 May 2025
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
On-demand Test-time Adaptation for Edge Devices Xiao Ma Young D. Kwon Dong-Lai Ma TTA 52 0 0 02 May 2025
Test-time Correlation Alignment Linjing You Jiabao Lu Xiayuan Huang OOD 58 0 0 01 May 2025
FoCTTA: Low-Memory Continual Test-Time Adaptation with Focus Youbing Hu Yun Cheng Zimu Zhou Anqi Lu Zhiqiang Cao Zhijun Li TTA 59 0 0 28 Feb 2025
Words Matter: Leveraging Individual Text Embeddings for Code Generation in CLIP Test-Time Adaptation Shambhavi Mishra Julio Silva-Rodrıguez Ismail ben Ayed M. Pedersoli Jose Dolz VLM 75 1 0 26 Nov 2024
Label Distribution Shift-Aware Prediction Refinement for Test-Time Adaptation M-U Jang Hye Won Chung TTA 102 0 0 20 Nov 2024
AdaShadow: Responsive Test-time Model Adaptation in Non-stationary Mobile Environments Cheng Fang Sicong Liu Zimu Zhou Bin Guo Jiaqi Tang Ke Ma Zhiwen Yu TTA 24 1 0 10 Oct 2024
On the Adversarial Risk of Test Time Adaptation: An Investigation into Realistic Test-Time Data Poisoning Yongyi Su Yushu Li Nanqing Liu Kui Jia Xulei Yang Chuan-Sheng Foo Xun Xu TTA AAML 52 0 0 07 Oct 2024
Low Saturation Confidence Distribution-based Test-Time Adaptation for Cross-Domain Remote Sensing Image Classification Yu Liang Shilei Cao Juepeng Zheng Jianxi Huang H. Fu Haohuan Fu TTA 35 0 0 29 Aug 2024
Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model Pascal Schlachter Simon Wagner Bin Yang TTA 31 1 0 19 Jul 2024
MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object Detection Zhuoxiao Chen Junjie Meng Mahsa Baktashmotlagh Yonggang Zhang Zi Huang Yadan Luo 72 0 0 21 Jun 2024
Continual Test-time Adaptation for End-to-end Speech Recognition on Noisy Speech Guan-Ting Lin Wei-Ping Huang Hung-yi Lee VLM TTA 28 0 0 16 Jun 2024
Learning Domain-Invariant Features for Out-of-Context News Detection Yimeng Gu Mengqi Zhang Ignacio Castro Shu Wu Gareth Tyson 35 2 0 11 Jun 2024
Proxy Denoising for Source-Free Domain Adaptation Song Tang Wenxin Su Mao Ye Jianwei Zhang Xiatian Zhu Xiatian Zhu 59 1 0 03 Jun 2024
Resilient Practical Test-Time Adaptation: Soft Batch Normalization Alignment and Entropy-driven Memory Bank Xingzhi Zhou Zhiliang Tian Ka Chun Cheung Simon See Nevin L. Zhang 24 1 0 26 Jan 2024
TEA: Test-time Energy Adaptation Yige Yuan Bingbing Xu Liang Hou Fei Sun Huawei Shen Xueqi Cheng TTA VLM 21 7 0 24 Nov 2023
Technical Report for ICCV 2023 Visual Continual Learning Challenge: Continuous Test-time Adaptation for Semantic Segmentation Damian Sójka Yuyang Liu Dipam Goswami Sebastian Cygert Bartlomiej Twardowski J. Weijer TTA 11 0 0 20 Oct 2023
Towards Real-World Test-Time Adaptation: Tri-Net Self-Training with Balanced Normalization Yongyi Su Xun Xu K. Jia TTA 58 22 0 26 Sep 2023
REALM: Robust Entropy Adaptive Loss Minimization for Improved Single-Sample Test-Time Adaptation Skyler Seto B. Theobald Federico Danieli Navdeep Jaitly Dan Busbridge TTA OOD 25 6 0 07 Sep 2023
Evaluation of Test-Time Adaptation Under Computational Time Constraints Motasem Alfarra Hani Itani Alejandro Pardo Shyma Alhuwaider Merey Ramazanova Juan C. Pérez Zhipeng Cai Matthias Müller Bernard Ghanem TTA 19 2 0 10 Apr 2023
DELTA: degradation-free fully test-time adaptation Bowen Zhao Chen Chen Shutao Xia TTA 46 55 0 30 Jan 2023
Test-time Adaptation in the Dynamic World with Compound Domain Knowledge Management Jun S. Song Kwanyong Park Inkyu Shin Sanghyun Woo Chaoning Zhang In So Kweon TTA 11 6 0 16 Dec 2022
SITA: Single Image Test-time Adaptation Ansh Khurana S. Paul Piyush Rai Soma Biswas Gaurav Aggarwal 61 52 0 04 Dec 2021
Efficient Sharpness-aware Minimization for Improved Training of Neural Networks Jiawei Du Hanshu Yan Jiashi Feng Joey Tianyi Zhou Liangli Zhen Rick Siow Mong Goh Vincent Y. F. Tan AAML 102 132 0 07 Oct 2021