Title
Continual Test-Time Adaptation for Single Image Defocus Deblurring via Causal Siamese NetworksInternational Journal of Computer Vision (IJCV), 2025 Shuang Cui Yi Li Jiangmeng Li Xiongxin Tang Fuchun Sun Jianwei Niu Hui Xiong 268 0 0 15 Jan 2025
Differentiable Prompt Learning for Vision Language ModelsInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Zhenhan Huang Tejaswini Pedapati Pin-Yu Chen Jianxi Gao VLM 258 0 0 03 Jan 2025
Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time AdaptationNeural Information Processing Systems (NeurIPS), 2025 Mingjia Li Shuang Li Tongrui Su Longhui Yuan Jian Liang Wei Li DiffM 242 1 0 03 Jan 2025
Audiopedia: Audio QA with KnowledgeIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Abhirama Subramanyam Penamakuri Kiran Chhatre Akshat Jain KELM AuLLM RALM 297 0 0 31 Dec 2024
RESQUE: Quantifying Estimator to Task and Distribution Shift for Sustainable Model ReusabilityAAAI Conference on Artificial Intelligence (AAAI), 2024 Vishwesh Sangarya Jung-Eun Kim 250 0 0 20 Dec 2024
Fully Test-time Adaptation for Tabular DataAAAI Conference on Artificial Intelligence (AAAI), 2024 Zhi Zhou Ming Yang Lan-Zhe Guo Yu-Feng Li TTA LMTD 267 6 0 14 Dec 2024
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi DiagramInternational Conference on Learning Representations (ICLR), 2024 Mingxi Lei Chunwei Ma Meng Ding Jiuxiang Gu Ziyun Huang Jinhui Xu 319 1 0 10 Dec 2024
TT-MPD: Test Time Model Pruning and Distillation Haihang Wu Wei Wang T. Malepathirana Sachith Seneviratne D. Oetomo Saman K. Halgamuge 270 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 355 0 0 02 Dec 2024
Improving Batch Normalization with TTA for Robust Object Detection in Self-Driving Dacheng Liao Mengshi Qi Liang Liu Huadong Ma 266 0 0 28 Nov 2024
Improving Accuracy and Generalization for Efficient Visual TrackingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Ram J. Zaveri Shivang Patel Yu Gu Gianfranco Doretto VLM 422 0 0 28 Nov 2024
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 409 3 0 26 Nov 2024
Multi-Granularity Class Prototype Topology Distillation for Class-Incremental Source-Free Unsupervised Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2024 Peihua Deng Jiehua Zhang Xichun Sheng C. Yan Yaoqi Sun Ying Fu Liang-Sheng Li CLL 662 8 0 25 Nov 2024
TAPT: Test-Time Adversarial Prompt Tuning for Robust Inference in Vision-Language ModelsComputer Vision and Pattern Recognition (CVPR), 2024 Xin Wang Kai-xiang Chen Jiaming Zhang Yue Yu Jiabo He AAML VPVLM VLM 354 13 0 20 Nov 2024
Un-mixing Test-time Adaptation under Heterogeneous Data Streams Zixian Su Jingwei Guo Xi Yang Qiufeng Wang K. Huang TTA 406 0 0 16 Nov 2024
PCoTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud UnderstandingNeural Information Processing Systems (NeurIPS), 2024 Jincen Jiang Qianyu Zhou Yuhang Li Xinkui Zhao Meili Wang Lizhuang Ma Jian Chang Jian Jun Zhang Xuequan Lu TTA 283 9 0 01 Nov 2024
Analytic Continual Test-Time Adaptation for Multi-Modality Corruption Yufei Zhang Yicheng Xu Jianguo Huang Zhiping Lin Xiaofeng Zou Cen Chen Huiping Zhuang TTA 188 1 0 29 Oct 2024
Historical Test-time Prompt Tuning for Vision Foundation ModelsNeural Information Processing Systems (NeurIPS), 2024 Jingyi Zhang Jiaxing Huang Xiaoqin Zhang Ling Shao Shijian Lu VLM 291 18 0 27 Oct 2024
Test-time Adaptation for Cross-modal Retrieval with Query Shift Haobin Li Peng Hu Qianjun Zhang Xi Peng Xiting Liu Mouxing Yang TTA 260 8 0 21 Oct 2024
Feature Augmentation based Test-Time AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Y. Cho Youngrae Kim Junho Yoon Seunghoon Hong Dongman Lee TPM TTA 298 3 0 18 Oct 2024
Test-time adaptation for image compression with distribution regularizationInternational Conference on Learning Representations (ICLR), 2024 Kecheng Chen Pingping Zhang Tiexin Qin Shiqi Wang Hong Yan Haoliang Li 234 2 0 16 Oct 2024
Evolutionary RetrofittingACM Transactions on Evolutionary Learning and Optimization (ACM TELO), 2024 Mathurin Videau M. Zameshina Alessandro Leite Laurent Najman Marc Schoenauer O. Teytaud 311 1 0 15 Oct 2024
COME: Test-time adaption by Conservatively Minimizing EntropyInternational Conference on Learning Representations (ICLR), 2024 Qingyang Zhang Yatao Bian Xinke Kong Peilin Zhao Changqing Zhang OOD TTA 801 13 0 12 Oct 2024
MITA: Bridging the Gap between Model and Data for Test-time Adaptation Yige Yuan Bingbing Xu Teng Xiao Liang Hou Fei Sun Huawei Shen Xueqi Cheng TTA 287 1 0 12 Oct 2024
AdaShadow: Responsive Test-time Model Adaptation in Non-stationary Mobile EnvironmentsACM International Conference on Embedded Networked Sensor Systems (SenSys), 2024 Cheng Fang Sicong Liu Zimu Zhou Bin Guo Jiaqi Tang Ke Ma Zhiwen Yu TTA 167 5 0 10 Oct 2024
Test-Time Intensity Consistency Adaptation for Shadow DetectionInternational Conference on Neural Information Processing (ICONIP), 2024 Leyi Zhu Weihuang Liu Xinyi Chen Zimeng Li Xuhang Chen Zhen Wang Chi-Man Pun TTA 270 19 0 10 Oct 2024
On the Adversarial Risk of Test Time Adaptation: An Investigation into Realistic Test-Time Data PoisoningInternational Conference on Learning Representations (ICLR), 2024 Yongyi Su Yushu Li Nanqing Liu Kui Jia Xulei Yang Chuan-Sheng Foo Xun Xu TTA AAML 437 2 0 07 Oct 2024
IT $^3$ : Idempotent Test-Time Training Nikita Durasov Assaf Shocher Doruk Öner Gal Chechik Alexei A. Efros Pascal Fua OOD VLM 453 3 0 05 Oct 2024
Test-time Adaptation for Regression by Subspace AlignmentInternational Conference on Learning Representations (ICLR), 2024 Kazuki Adachi Shin'ya Yamaguchi Atsutoshi Kumagai Tomoki Hamagami TTA 365 4 0 04 Oct 2024
Bi-TTA: Bidirectional Test-Time Adapter for Remote Physiological MeasurementEuropean Conference on Computer Vision (ECCV), 2024 Haodong Li Hao Lu Ying-Cong Chen 247 9 0 25 Sep 2024
UL-VIO: Ultra-lightweight Visual-Inertial Odometry with Noise Robust Test-time AdaptationEuropean Conference on Computer Vision (ECCV), 2024 Jinho Park Se Young Chun Mingoo Seok TTA 194 3 0 19 Sep 2024
DARDA: Domain-Aware Real-Time Dynamic Neural Network AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Shahriar Rifat Jonathan D. Ashdown Francesco Restuccia TTA 214 0 0 15 Sep 2024
Open-World Test-Time Training: Self-Training with Contrast Learning Houcheng Su Mengzhu Wang Jiao Li Bingli Wang Daixian Liu Zeheng Wang VLM 201 0 0 15 Sep 2024
ETAGE: Enhanced Test Time Adaptation with Integrated Entropy and Gradient Norms for Robust Model Performance Afshar Shamsi Rejisa Becirovic A. Argha Ehsan Abbasnejad Hamid Alinejad-Rokny Arash Mohammadi TTA OOD 99 0 0 14 Sep 2024
Dual-Path Adversarial Lifting for Domain Shift Correction in Online Test-time AdaptationEuropean Conference on Computer Vision (ECCV), 2024 Yushun Tang Shuoshuo Chen Zhihe Lu Xinchao Wang Zhihai He 324 2 0 26 Aug 2024
Source-Free Test-Time Adaptation For Online Surface-Defect DetectionInternational Conference on Pattern Recognition (ICPR), 2024 Yiran Song Qianyu Zhou Lizhuang Ma TTA 233 2 0 18 Aug 2024
DATTA: Domain Diversity Aware Test-Time Adaptation for Dynamic Domain Shift Data Streams Chuyang Ye Dongyan Wei Zhendong Liu Yuanyi Pang Yixi Lin Jiarong Liao Qinting Jiang Xianghua Fu TTA 263 0 0 15 Aug 2024
Protected Test-Time Adaptation via Online Entropy Matching: A Betting ApproachNeural Information Processing Systems (NeurIPS), 2024 Yarin Bar Shalev Shaer Yaniv Romano TTA OOD 404 12 0 14 Aug 2024
EverAdapt: Continuous Adaptation for Dynamic Machine Fault Diagnosis Environments Edward Mohamed Ragab Yuecong Xu Ruibing Jin Yuecong Xu Zhenghua Chen Abdulla Alseiari Xiaoli Li 126 7 0 24 Jul 2024
Estimating Environmental Cost Throughout Model's Adaptive Life Cycle Vishwesh Sangarya Richard M. Bradford Jung-Eun Kim 171 2 0 23 Jul 2024
Test-Time Low Rank Adaptation via Confidence Maximization for Zero-Shot Generalization of Vision-Language Models Raza Imam Hanan Gani Muhammad Huzaifa Karthik Nandakumar VLM 132 13 0 22 Jul 2024
STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay Yongcan Yu Lijun Sheng Ran He Jian Liang TTA 271 12 0 22 Jul 2024
Harmonizing Flows: Leveraging normalizing flows for unsupervised and source-free MRI harmonization Farzad Beizaee Gregory A. Lodygensky Chris L Adamson Deanne K. Thompson Jeanie L. Y. Cheong Peter J. Anderso Christian Desrosiers Jose Dolz 189 3 0 22 Jul 2024
Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data Junha Song Tae Soo Kim Junha Kim Gunhee Nam Thijs Kooi Jaegul Choo 303 4 0 22 Jul 2024
Realistic Evaluation of Test-Time Adaptation Algorithms: Unsupervised Hyperparameter Selection Sebastian Cygert Damian Sójka Tomasz Trzciñski Bartlomiej Twardowski 247 0 0 19 Jul 2024
Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model Pascal Schlachter Simon Wagner Bin Yang TTA 277 4 0 19 Jul 2024
HGL: Hierarchical Geometry Learning for Test-time Adaptation in 3D Point Cloud Segmentation Tianpei Zou Sanqing Qu Zhijun Li Alois Knoll Lianghua He Guang Chen Changjun Jiang 3DPC 218 7 0 17 Jul 2024
Adaptive Cascading Network for Continual Test-Time Adaptation Kien X. Nguyen Fengchun Qiao Xi Peng TTA CLL VLM 168 2 0 17 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 254 7 0 16 Jul 2024
Reshaping the Online Data Buffering and Organizing Mechanism for Continual Test-Time Adaptation Zhilin Zhu Xiaopeng Hong Zhiheng Ma Weijun Zhuang Yaohui Ma Yong Dai Yaowei Wang CLL TTA 257 8 0 12 Jul 2024

v1v2 (latest)

Efficient Test-Time Model Adaptation without Forgetting

International Conference on Machine Learning (ICML), 2022

6 April 2022

Papers citing "Efficient Test-Time Model Adaptation without Forgetting"

50 / 295 papers shown

Title
Continual Test-Time Adaptation for Single Image Defocus Deblurring via Causal Siamese NetworksInternational Journal of Computer Vision (IJCV), 2025 Shuang Cui Yi Li Jiangmeng Li Xiongxin Tang Fuchun Sun Jianwei Niu Hui Xiong 268 0 0 15 Jan 2025
Differentiable Prompt Learning for Vision Language ModelsInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Zhenhan Huang Tejaswini Pedapati Pin-Yu Chen Jianxi Gao VLM 258 0 0 03 Jan 2025
Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time AdaptationNeural Information Processing Systems (NeurIPS), 2025 Mingjia Li Shuang Li Tongrui Su Longhui Yuan Jian Liang Wei Li DiffM 242 1 0 03 Jan 2025
Audiopedia: Audio QA with KnowledgeIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Abhirama Subramanyam Penamakuri Kiran Chhatre Akshat Jain KELM AuLLM RALM 297 0 0 31 Dec 2024
RESQUE: Quantifying Estimator to Task and Distribution Shift for Sustainable Model ReusabilityAAAI Conference on Artificial Intelligence (AAAI), 2024 Vishwesh Sangarya Jung-Eun Kim 250 0 0 20 Dec 2024
Fully Test-time Adaptation for Tabular DataAAAI Conference on Artificial Intelligence (AAAI), 2024 Zhi Zhou Ming Yang Lan-Zhe Guo Yu-Feng Li TTA LMTD 267 6 0 14 Dec 2024
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi DiagramInternational Conference on Learning Representations (ICLR), 2024 Mingxi Lei Chunwei Ma Meng Ding Jiuxiang Gu Ziyun Huang Jinhui Xu 319 1 0 10 Dec 2024
TT-MPD: Test Time Model Pruning and Distillation Haihang Wu Wei Wang T. Malepathirana Sachith Seneviratne D. Oetomo Saman K. Halgamuge 270 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 355 0 0 02 Dec 2024
Improving Batch Normalization with TTA for Robust Object Detection in Self-Driving Dacheng Liao Mengshi Qi Liang Liu Huadong Ma 266 0 0 28 Nov 2024
Improving Accuracy and Generalization for Efficient Visual TrackingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Ram J. Zaveri Shivang Patel Yu Gu Gianfranco Doretto VLM 422 0 0 28 Nov 2024
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 409 3 0 26 Nov 2024
Multi-Granularity Class Prototype Topology Distillation for Class-Incremental Source-Free Unsupervised Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2024 Peihua Deng Jiehua Zhang Xichun Sheng C. Yan Yaoqi Sun Ying Fu Liang-Sheng Li CLL 662 8 0 25 Nov 2024
TAPT: Test-Time Adversarial Prompt Tuning for Robust Inference in Vision-Language ModelsComputer Vision and Pattern Recognition (CVPR), 2024 Xin Wang Kai-xiang Chen Jiaming Zhang Yue Yu Jiabo He AAML VPVLM VLM 354 13 0 20 Nov 2024
Un-mixing Test-time Adaptation under Heterogeneous Data Streams Zixian Su Jingwei Guo Xi Yang Qiufeng Wang K. Huang TTA 406 0 0 16 Nov 2024
PCoTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud UnderstandingNeural Information Processing Systems (NeurIPS), 2024 Jincen Jiang Qianyu Zhou Yuhang Li Xinkui Zhao Meili Wang Lizhuang Ma Jian Chang Jian Jun Zhang Xuequan Lu TTA 283 9 0 01 Nov 2024
Analytic Continual Test-Time Adaptation for Multi-Modality Corruption Yufei Zhang Yicheng Xu Jianguo Huang Zhiping Lin Xiaofeng Zou Cen Chen Huiping Zhuang TTA 188 1 0 29 Oct 2024
Historical Test-time Prompt Tuning for Vision Foundation ModelsNeural Information Processing Systems (NeurIPS), 2024 Jingyi Zhang Jiaxing Huang Xiaoqin Zhang Ling Shao Shijian Lu VLM 291 18 0 27 Oct 2024
Test-time Adaptation for Cross-modal Retrieval with Query Shift Haobin Li Peng Hu Qianjun Zhang Xi Peng Xiting Liu Mouxing Yang TTA 260 8 0 21 Oct 2024
Feature Augmentation based Test-Time AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Y. Cho Youngrae Kim Junho Yoon Seunghoon Hong Dongman Lee TPM TTA 298 3 0 18 Oct 2024
Test-time adaptation for image compression with distribution regularizationInternational Conference on Learning Representations (ICLR), 2024 Kecheng Chen Pingping Zhang Tiexin Qin Shiqi Wang Hong Yan Haoliang Li 234 2 0 16 Oct 2024
Evolutionary RetrofittingACM Transactions on Evolutionary Learning and Optimization (ACM TELO), 2024 Mathurin Videau M. Zameshina Alessandro Leite Laurent Najman Marc Schoenauer O. Teytaud 311 1 0 15 Oct 2024
COME: Test-time adaption by Conservatively Minimizing EntropyInternational Conference on Learning Representations (ICLR), 2024 Qingyang Zhang Yatao Bian Xinke Kong Peilin Zhao Changqing Zhang OOD TTA 801 13 0 12 Oct 2024
MITA: Bridging the Gap between Model and Data for Test-time Adaptation Yige Yuan Bingbing Xu Teng Xiao Liang Hou Fei Sun Huawei Shen Xueqi Cheng TTA 287 1 0 12 Oct 2024
AdaShadow: Responsive Test-time Model Adaptation in Non-stationary Mobile EnvironmentsACM International Conference on Embedded Networked Sensor Systems (SenSys), 2024 Cheng Fang Sicong Liu Zimu Zhou Bin Guo Jiaqi Tang Ke Ma Zhiwen Yu TTA 167 5 0 10 Oct 2024
Test-Time Intensity Consistency Adaptation for Shadow DetectionInternational Conference on Neural Information Processing (ICONIP), 2024 Leyi Zhu Weihuang Liu Xinyi Chen Zimeng Li Xuhang Chen Zhen Wang Chi-Man Pun TTA 270 19 0 10 Oct 2024
On the Adversarial Risk of Test Time Adaptation: An Investigation into Realistic Test-Time Data PoisoningInternational Conference on Learning Representations (ICLR), 2024 Yongyi Su Yushu Li Nanqing Liu Kui Jia Xulei Yang Chuan-Sheng Foo Xun Xu TTA AAML 437 2 0 07 Oct 2024
IT $^3$ : Idempotent Test-Time Training Nikita Durasov Assaf Shocher Doruk Öner Gal Chechik Alexei A. Efros Pascal Fua OOD VLM 453 3 0 05 Oct 2024
Test-time Adaptation for Regression by Subspace AlignmentInternational Conference on Learning Representations (ICLR), 2024 Kazuki Adachi Shin'ya Yamaguchi Atsutoshi Kumagai Tomoki Hamagami TTA 365 4 0 04 Oct 2024
Bi-TTA: Bidirectional Test-Time Adapter for Remote Physiological MeasurementEuropean Conference on Computer Vision (ECCV), 2024 Haodong Li Hao Lu Ying-Cong Chen 247 9 0 25 Sep 2024
UL-VIO: Ultra-lightweight Visual-Inertial Odometry with Noise Robust Test-time AdaptationEuropean Conference on Computer Vision (ECCV), 2024 Jinho Park Se Young Chun Mingoo Seok TTA 194 3 0 19 Sep 2024
DARDA: Domain-Aware Real-Time Dynamic Neural Network AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Shahriar Rifat Jonathan D. Ashdown Francesco Restuccia TTA 214 0 0 15 Sep 2024
Open-World Test-Time Training: Self-Training with Contrast Learning Houcheng Su Mengzhu Wang Jiao Li Bingli Wang Daixian Liu Zeheng Wang VLM 201 0 0 15 Sep 2024
ETAGE: Enhanced Test Time Adaptation with Integrated Entropy and Gradient Norms for Robust Model Performance Afshar Shamsi Rejisa Becirovic A. Argha Ehsan Abbasnejad Hamid Alinejad-Rokny Arash Mohammadi TTA OOD 99 0 0 14 Sep 2024
Dual-Path Adversarial Lifting for Domain Shift Correction in Online Test-time AdaptationEuropean Conference on Computer Vision (ECCV), 2024 Yushun Tang Shuoshuo Chen Zhihe Lu Xinchao Wang Zhihai He 324 2 0 26 Aug 2024
Source-Free Test-Time Adaptation For Online Surface-Defect DetectionInternational Conference on Pattern Recognition (ICPR), 2024 Yiran Song Qianyu Zhou Lizhuang Ma TTA 233 2 0 18 Aug 2024
DATTA: Domain Diversity Aware Test-Time Adaptation for Dynamic Domain Shift Data Streams Chuyang Ye Dongyan Wei Zhendong Liu Yuanyi Pang Yixi Lin Jiarong Liao Qinting Jiang Xianghua Fu TTA 263 0 0 15 Aug 2024
Protected Test-Time Adaptation via Online Entropy Matching: A Betting ApproachNeural Information Processing Systems (NeurIPS), 2024 Yarin Bar Shalev Shaer Yaniv Romano TTA OOD 404 12 0 14 Aug 2024
EverAdapt: Continuous Adaptation for Dynamic Machine Fault Diagnosis Environments Edward Mohamed Ragab Yuecong Xu Ruibing Jin Yuecong Xu Zhenghua Chen Abdulla Alseiari Xiaoli Li 126 7 0 24 Jul 2024
Estimating Environmental Cost Throughout Model's Adaptive Life Cycle Vishwesh Sangarya Richard M. Bradford Jung-Eun Kim 171 2 0 23 Jul 2024
Test-Time Low Rank Adaptation via Confidence Maximization for Zero-Shot Generalization of Vision-Language Models Raza Imam Hanan Gani Muhammad Huzaifa Karthik Nandakumar VLM 132 13 0 22 Jul 2024
STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay Yongcan Yu Lijun Sheng Ran He Jian Liang TTA 271 12 0 22 Jul 2024
Harmonizing Flows: Leveraging normalizing flows for unsupervised and source-free MRI harmonization Farzad Beizaee Gregory A. Lodygensky Chris L Adamson Deanne K. Thompson Jeanie L. Y. Cheong Peter J. Anderso Christian Desrosiers Jose Dolz 189 3 0 22 Jul 2024
Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data Junha Song Tae Soo Kim Junha Kim Gunhee Nam Thijs Kooi Jaegul Choo 303 4 0 22 Jul 2024
Realistic Evaluation of Test-Time Adaptation Algorithms: Unsupervised Hyperparameter Selection Sebastian Cygert Damian Sójka Tomasz Trzciñski Bartlomiej Twardowski 247 0 0 19 Jul 2024
Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model Pascal Schlachter Simon Wagner Bin Yang TTA 277 4 0 19 Jul 2024
HGL: Hierarchical Geometry Learning for Test-time Adaptation in 3D Point Cloud Segmentation Tianpei Zou Sanqing Qu Zhijun Li Alois Knoll Lianghua He Guang Chen Changjun Jiang 3DPC 218 7 0 17 Jul 2024
Adaptive Cascading Network for Continual Test-Time Adaptation Kien X. Nguyen Fengchun Qiao Xi Peng TTA CLL VLM 168 2 0 17 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 254 7 0 16 Jul 2024
Reshaping the Online Data Buffering and Organizing Mechanism for Continual Test-Time Adaptation Zhilin Zhu Xiaopeng Hong Zhiheng Ma Weijun Zhuang Yaohui Ma Yong Dai Yaowei Wang CLL TTA 257 8 0 12 Jul 2024