Continual Test-Time Domain Adaptation

25 March 2022

Qin Wang

Olga Fink

Luc Van Gool

Papers citing "Continual Test-Time Domain Adaptation"

50 / 264 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 41 0 0 08 May 2025
On-demand Test-time Adaptation for Edge Devices Xiao Ma Young D. Kwon Dong-Lai Ma TTA 49 0 0 02 May 2025
Adapting In-Domain Few-Shot Segmentation to New Domains without Retraining Qi Fan Kaiqi Liu Nian Liu Hisham Cholakkal Rao Muhammad Anwer Wenbin Li Yang Gao 61 0 0 30 Apr 2025
Monitor and Recover: A Paradigm for Future Research on Distribution Shift in Learning-Enabled Cyber-Physical Systems Vivian Lin Insup Lee 25 0 0 18 Apr 2025
R-TPT: Improving Adversarial Robustness of Vision-Language Models through Test-Time Prompt Tuning Lijun Sheng Jian Liang Z. Wang Ran He AAML VLM 33 0 0 15 Apr 2025
S2R-HDR: A Large-Scale Rendered Dataset for HDR Fusion Yujin Wang Jiarui Wu Yichen Bian Fan Zhang Tianfan Xue 25 0 0 10 Apr 2025
Self-Bootstrapping for Versatile Test-Time Adaptation Shuaicheng Niu Guohao Chen P. Zhao Tianyi Wang Pengcheng Wu Zhiqi Shen ViT TTA 50 0 0 10 Apr 2025
DiCoTTA: Domain-invariant Learning for Continual Test-time Adaptation Sohyun Lee N. Kim Juwon Kang Seong Joon Oh Suha Kwak 83 0 0 07 Apr 2025
Multi-label classification for multi-temporal, multi-spatial coral reef condition monitoring using vision foundation model with adapter learning Xinlei Shao Hongruixuan Chen Fan Zhao Kirsty Magson Jundong Chen Peiran Li J. Wang Jun Sasaki 39 0 0 29 Mar 2025
FIESTA: Fisher Information-based Efficient Selective Test-time Adaptation Mohammadmahdi Honarmand O. Mutlu Parnian Azizian Saimourya Surabhi Dennis Paul Wall TTA 69 0 0 29 Mar 2025
SURGEON: Memory-Adaptive Fully Test-Time Adaptation via Dynamic Activation Sparsity Ke Ma Jiaqi Tang B. Guo Fan Dang Sicong Liu ... Lei Wu Cheng Fang Ying-Cong Chen Zhiwen Yu Yunhao Liu TTA 73 0 0 26 Mar 2025
Restoring Forgotten Knowledge in Non-Exemplar Class Incremental Learning through Test-Time Semantic Evolution Haori Lu Xusheng Cao Linlan Huang Enguang Wang Fei Yang Xialei Liu CLL 47 0 0 21 Mar 2025
Progressive Test Time Energy Adaptation for Medical Image Segmentation Xiaoran Zhang Byung-Woo Hong Hyoungseob Park Daniel H. Pak Anne-Marie Rickmann Lawrence H. Staib James S. Duncan Alex Wong OOD MedIm 54 0 0 20 Mar 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
Online Test-time Adaptation for 3D Human Pose Estimation: A Practical Perspective with Estimated 2D Poses Qiuxia Lin Kerui Gu Linlin Yang Angela Yao 3DH TTA 56 0 0 14 Mar 2025
Centaur: Robust End-to-End Autonomous Driving with Test-Time Training Chonghao Sima Kashyap Chitta Zhiding Yu Shiyi Lan Ping Luo Andreas Geiger H. Li Jose M. Alvarez 54 1 0 14 Mar 2025
Handling Domain Shifts for Anomalous Sound Detection: A Review of DCASE-Related Work Kevin Wilkinghoff Takuya Fujimura Keisuke Imoto Jonathan Le Roux Zheng-Hua Tan T. Toda 45 0 0 13 Mar 2025
Bayesian Test-Time Adaptation for Vision-Language Models Lihua Zhou Mao Ye Shuaifeng Li Nianxin Li Xiatian Zhu Lei Deng Hongbin Liu Zhen Lei BDL VLM TTA 96 0 0 12 Mar 2025
Adaptive Camera Sensor for Vision Models Eunsu Baek Sunghwan Han Taesik Gong Hyung-Sin Kim VLM Presented at ResearchTrend Connect \| VLM on 28 Mar 2025 156 0 0 04 Mar 2025
Understanding the Limits of Deep Tabular Methods with Temporal Shift Hao-Run Cai Han-Jia Ye AI4TS 30 2 0 27 Feb 2025
R2-T2: Re-Routing in Test-Time for Multimodal Mixture-of-Experts Zhongyang Li Ziyue Li Tianyi Zhou MoE 44 0 0 27 Feb 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
Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation Mingjia Li Shuang Li Tongrui Su Longhui Yuan Jian Liang Wei Li DiffM 28 0 0 03 Jan 2025
Audiopedia: Audio QA with Knowledge Abhirama Subramanyam Penamakuri Kiran Chhatre Akshat Jain KELM AuLLM RALM 28 0 0 31 Dec 2024
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Mingxi Lei Chunwei Ma Meng Ding Yufan Zhou Ziyun Huang Jinhui Xu 74 0 0 10 Dec 2024
T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIs Siyang Li Ziwei Wang Hanbin Luo L. Ding Dongrui Wu 103 12 0 10 Dec 2024
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Trung-Hieu Hoang D. Vo Minh N. Do TTA AAML 82 0 0 02 Dec 2024
Improving Accuracy and Generalization for Efficient Visual Tracking Ram J. Zaveri Shivang Patel Yu Gu Gianfranco Doretto VLM 74 0 0 28 Nov 2024
Exponential Moving Average of Weights in Deep Learning: Dynamics and Benefits Daniel Morales-Brotons Thijs Vogels Hadrien Hendrikx 112 12 0 27 Nov 2024
Anti-Forgetting Adaptation for Unsupervised Person Re-identification Hao Chen F. Brémond Nicu Sebe Shiliang Zhang CLL 92 1 0 22 Nov 2024
DATTA: Domain-Adversarial Test-Time Adaptation for Cross-Domain WiFi-Based Human Activity Recognition Julian Strohmayer Rafael Sterzinger Matthias Wödlinger Martin Kampel TTA 82 0 0 20 Nov 2024
TAPT: Test-Time Adversarial Prompt Tuning for Robust Inference in Vision-Language Models Xin Wang Kai-xiang Chen Jiaming Zhang Jingjing Chen Xingjun Ma AAML VPVLM VLM 83 1 0 20 Nov 2024
Decentralizing Test-time Adaptation under Heterogeneous Data Streams Zixian Su Jingwei Guo Xi Yang Qiufeng Wang K. Huang TTA 74 0 0 16 Nov 2024
Poor Man's Training on MCUs: A Memory-Efficient Quantized Back-Propagation-Free Approach Yequan Zhao Hai Li Ian Young Zheng-Wei Zhang MQ 24 2 0 07 Nov 2024
PCoTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud Understanding Jincen Jiang Qianyu Zhou Yuhang Li Xinkui Zhao Meili Wang Lizhuang Ma Jian Chang Jian Jun Zhang Xuequan Lu TTA 27 2 0 01 Nov 2024
Analytic Continual Test-Time Adaptation for Multi-Modality Corruption Yufei Zhang Yicheng Xu Hongxin Wei Zhiping Lin Huiping Zhuang TTA 22 0 0 29 Oct 2024
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
Historical Test-time Prompt Tuning for Vision Foundation Models Jingyi Zhang Jiaxing Huang Xiaoqin Zhang Ling Shao Shijian Lu VLM 25 4 0 27 Oct 2024
TALoS: Enhancing Semantic Scene Completion via Test-time Adaptation on the Line of Sight Hyun-Kurl Jang Jihun Kim H. Kweon Kuk-Jin Yoon 16 1 0 21 Oct 2024
A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends Junjun Jiang Zengyuan Zuo Gang Wu Kui Jiang Xianming Liu 37 10 0 19 Oct 2024
Feature Augmentation based Test-Time Adaptation Y. Cho Youngrae Kim Junho Yoon Seunghoon Hong Dongman Lee TPM TTA 29 0 0 18 Oct 2024
Is Less More? Exploring Token Condensation as Training-free Test-time Adaptation Zixin Wang Dong Gong Sen Wang Zi Huang Yadan Luo VLM 24 0 0 16 Oct 2024
COME: Test-time adaption by Conservatively Minimizing Entropy Qingyang Zhang Yatao Bian Xinke Kong Peilin Zhao Changqing Zhang OOD TTA 25 1 0 12 Oct 2024
AHA: Human-Assisted Out-of-Distribution Generalization and Detection Haoyue Bai Jifan Zhang Robert Nowak 27 5 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 48 0 0 07 Oct 2024
PASS:Test-Time Prompting to Adapt Styles and Semantic Shapes in Medical Image Segmentation Chuyan Zhang Hao Zheng Xin You Yefeng Zheng Yun Gu VLM OOD MedIm 15 1 0 02 Oct 2024
CRoP: Context-wise Robust Static Human-Sensing Personalization Sawinder Kaur Avery Gump Jingyu Xin Yi Xiao Harshit Sharma Nina R. Benway J. Preston Asif Salekin 19 0 0 26 Sep 2024
UL-VIO: Ultra-lightweight Visual-Inertial Odometry with Noise Robust Test-time Adaptation Jinho Park Se Young Chun Mingoo Seok TTA 21 0 0 19 Sep 2024
DARDA: Domain-Aware Real-Time Dynamic Neural Network Adaptation Shahriar Rifat Jonathan D. Ashdown Francesco Restuccia TTA 18 0 0 15 Sep 2024
Towards Robust Online Domain Adaptive Semantic Segmentation under Adverse Weather Conditions Taorong Liu Jing Xiao Liang Liao Chia-Wen Lin 19 0 0 02 Sep 2024