NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation

10 August 2022

Papers citing "NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation"

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Title
Threshold Modulation for Online Test-Time Adaptation of Spiking Neural Networks Kejie Zhao Wenjia Hua Aiersi Tuerhong Luziwei Leng Yuxin Ma Qinghua Guo 98 0 0 08 May 2025
BoTTA: Benchmarking on-device Test Time Adaptation Michal Danilowski Soumyajit Chatterjee Abhirup Ghosh TTA 72 0 0 14 Apr 2025
Self-Bootstrapping for Versatile Test-Time Adaptation Shuaicheng Niu Guohao Chen P. Zhao Tianyi Wang Pengcheng Wu Zhiqi Shen ViT TTA 62 0 0 10 Apr 2025
FIESTA: Fisher Information-based Efficient Selective Test-time Adaptation Mohammadmahdi Honarmand O. Mutlu Parnian Azizian Saimourya Surabhi Dennis Paul Wall TTA 75 0 0 29 Mar 2025
MT-NAM: An Efficient and Adaptive Model for Epileptic Seizure Detection Arshia Afzal V. Cevher Mahsa Shoaran 59 0 0 11 Mar 2025
Understanding the Limits of Deep Tabular Methods with Temporal Shift Hao-Run Cai Han-Jia Ye AI4TS 56 2 0 27 Feb 2025
Structural Alignment Improves Graph Test-Time Adaptation Hans Hao-Hsun Hsu Shikun Liu Han Zhao Pan Li OOD TTA 63 0 0 25 Feb 2025
GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution Shifts Sameer Ambekar Zehao Xiao Xiantong Zhen Cees G. M. Snoek OOD 65 0 0 15 Feb 2025
Fully Test-time Adaptation for Tabular Data Zhi-Hua Zhou Kun-Yang Yu Lan-Zhe Guo Yu Li TTA LMTD 92 0 0 14 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 81 0 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 94 0 0 02 Dec 2024
Label Distribution Shift-Aware Prediction Refinement for Test-Time Adaptation M-U Jang Hye Won Chung TTA 174 0 0 20 Nov 2024
Decentralizing Test-time Adaptation under Heterogeneous Data Streams Zixian Su Jingwei Guo Xi Yang Qiufeng Wang K. Huang TTA 84 0 0 16 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 32 3 0 01 Nov 2024
Analytic Continual Test-Time Adaptation for Multi-Modality Corruption Yufei Zhang Yicheng Xu Hongxin Wei Zhiping Lin Huiping Zhuang TTA 27 0 0 29 Oct 2024
Contrastive Learning with Auxiliary User Detection for Identifying Activities Wen Ge Guanyi Mou Emmanuel O. Agu Kyumin Lee AAML 22 0 0 21 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 34 0 0 16 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 56 0 0 07 Oct 2024
Meta-TTT: A Meta-learning Minimax Framework For Test-Time Training Chen Tao Li Shen Soumik Mondal 25 0 0 02 Oct 2024
DOTA: Distributional Test-Time Adaptation of Vision-Language Models Zongbo Han Jialong Yang Junfan Li Qinghua Hu Qianli Xu Mike Zheng Shou Changqing Zhang TTA VLM 48 2 0 28 Sep 2024
Improving Adversarial Robustness for 3D Point Cloud Recognition at Test-Time through Purified Self-Training Jinpeng Lin Xulei Yang Tianrui Li Xun Xu 3DPC 33 0 0 23 Sep 2024
DARDA: Domain-Aware Real-Time Dynamic Neural Network Adaptation Shahriar Rifat Jonathan D. Ashdown Francesco Restuccia TTA 26 0 0 15 Sep 2024
Hybrid-TTA: Continual Test-time Adaptation via Dynamic Domain Shift Detection Hyewon Park Hyejin Park Jueun Ko Dongbo Min TTA 33 0 0 13 Sep 2024
Improving Out-of-Distribution Data Handling and Corruption Resistance via Modern Hopfield Networks Saleh Sargolzaei Luis Rueda OOD AAML 31 0 0 21 Aug 2024
DATTA: Towards Diversity Adaptive Test-Time Adaptation in Dynamic Wild World Chuyang Ye Dongyan Wei Zhendong Liu Yuanyi Pang Yixi Lin Jiarong Liao Qinting Jiang Xianghua Fu Qing Li Jingyan Jiang TTA 28 0 0 15 Aug 2024
Protected Test-Time Adaptation via Online Entropy Matching: A Betting Approach Yarin Bar Shalev Shaer Yaniv Romano TTA OOD 58 3 0 14 Aug 2024
Resilience and Security of Deep Neural Networks Against Intentional and Unintentional Perturbations: Survey and Research Challenges Sazzad Sayyed Milin Zhang Shahriar Rifat A. Swami Michael De Lucia Francesco Restuccia 28 1 0 31 Jul 2024
UniTTA: Unified Benchmark and Versatile Framework Towards Realistic Test-Time Adaptation Chaoqun Du Yulin Wang Jiayi Guo Yizeng Han Jie Zhou Gao Huang TTA 40 0 0 29 Jul 2024
CloudFixer: Test-Time Adaptation for 3D Point Clouds via Diffusion-Guided Geometric Transformation Hajin Shim Changhun Kim Eunho Yang TTA 33 5 0 23 Jul 2024
STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay Yongcan Yu Lijun Sheng R. He Jian Liang TTA 42 2 0 22 Jul 2024
Realistic Evaluation of Test-Time Adaptation Algorithms: Unsupervised Hyperparameter Selection Sebastian Cygert Damian Sójka Tomasz Trzciñski Bartlomiej Twardowski 56 0 0 19 Jul 2024
Fully Test-Time rPPG Estimation via Synthetic Signal-Guided Feature Learning Pei-Kai Huang Tzu-Hsien Chen Ya-Ting Chan Kuan-Wen Chen Chiou-Ting Hsu OOD TTA 16 2 0 18 Jul 2024
Distribution Alignment for Fully Test-Time Adaptation with Dynamic Online Data Streams Ziqiang Wang Zhixiang Chi Yanan Wu Li Gu Zhi Liu Konstantinos Plataniotis Yang Wang OOD TTA 42 2 0 16 Jul 2024
Enhanced Model Robustness to Input Corruptions by Per-corruption Adaptation of Normalization Statistics Elena Camuffo Umberto Michieli Simone Milani J. Moon Mete Ozay 39 1 0 08 Jul 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 52 1 0 24 Jun 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 77 1 0 21 Jun 2024
DPO: Dual-Perturbation Optimization for Test-time Adaptation in 3D Object Detection Zhuoxiao Chen Zixin Wang Yadan Luo Sen Wang Zi Huang AAML 3DPC 30 0 0 19 Jun 2024
Discover Your Neighbors: Advanced Stable Test-Time Adaptation in Dynamic World Qinting Jiang Chuyang Ye Dongyan Wei Yuan Xue Jingyan Jiang Zhi Wang 26 0 0 08 Jun 2024
Exploring Human-in-the-Loop Test-Time Adaptation by Synergizing Active Learning and Model Selection Yushu Li Yongyi Su Xulei Yang Kui Jia Xun Xu TTA 33 0 0 29 May 2024
A Lost Opportunity for Vision-Language Models: A Comparative Study of Online Test-time Adaptation for Vision-Language Models Mario Döbler Robert A. Marsden Tobias Raichle Bin Yang VLM 29 5 0 23 May 2024
Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic Environments Benoît Gérin Anaïs Halin A. Cioppa Maxim Henry Bernard Ghanem Benoît Macq Christophe De Vleeschouwer Marc Van Droogenbroeck TTA 44 0 0 27 Apr 2024
Unified Entropy Optimization for Open-Set Test-Time Adaptation Zhengqing Gao Xu-Yao Zhang Cheng-Lin Liu TTA 37 4 0 09 Apr 2024
Test-Time Model Adaptation with Only Forward Passes Shuaicheng Niu Chunyan Miao Guohao Chen Pengcheng Wu Peilin Zhao TTA 38 18 0 02 Apr 2024
AETTA: Label-Free Accuracy Estimation for Test-Time Adaptation Taeckyung Lee Sorn Chottananurak Taesik Gong Sung-Ju Lee 32 1 0 01 Apr 2024
MedBN: Robust Test-Time Adaptation against Malicious Test Samples Hyejin Park Jeongyeon Hwang Sunung Mun Sangdon Park Jungseul Ok AAML TTA OOD 32 5 0 28 Mar 2024
T4P: Test-Time Training of Trajectory Prediction via Masked Autoencoder and Actor-specific Token Memory Daehee Park Jaeseok Jeong Sung-Hoon Yoon Jaewoo Jeong Kuk-Jin Yoon TTA 42 10 0 15 Mar 2024
TTA-Nav: Test-time Adaptive Reconstruction for Point-Goal Navigation under Visual Corruptions Maytus Piriyajitakonkij Mingfei Sun Mengmi Zhang Wei Pan ViT 55 0 0 04 Mar 2024
Time2Stop: Adaptive and Explainable Human-AI Loop for Smartphone Overuse Intervention Adiba Orzikulova Han Xiao Zhipeng Li Yukang Yan Yuntao wang Yuanchun Shi Marzyeh Ghassemi Sung-Ju Lee A. Dey XuhaiOrsonXu 23 17 0 03 Mar 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 23 2 0 28 Feb 2024
Un-Mixing Test-Time Normalization Statistics: Combatting Label Temporal Correlation Devavrat Tomar Guillaume Vray Jean-Philippe Thiran Behzad Bozorgtabar 40 3 0 16 Jan 2024