Towards Stable Test-Time Adaptation in Dynamic Wild World

International Conference on Learning Representations (ICLR), 2023

24 February 2023

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

50 / 242 papers shown

Title
Fully Test-Time Adaptation for Monocular 3D Object Detection Hongbin Lin Yifan Zhang Shuaicheng Niu Shuguang Cui Zhen Li 257 2 0 30 May 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 194 0 0 29 May 2024
Frustratingly Easy Test-Time Adaptation of Vision-Language Models Matteo Farina Gianni Franchi Giovanni Iacca Goran Frehse Elisa Ricci VLM 251 21 0 28 May 2024
Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation Hongye Zeng Ke Zou Zhihao Chen Ru Zheng Huazhu Fu MedIm DiffM 204 9 0 25 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 176 9 0 23 May 2024
Towards Clinician-Preferred Segmentation: Leveraging Human-in-the-Loop for Test Time Adaptation in Medical Image Segmentation Shishuai Hu Zehui Liao Zeyou Liu Yong-quan Xia OOD 209 3 0 14 May 2024
Enhanced Online Test-time Adaptation with Feature-Weight Cosine Alignment Weiqin Chuah Ruwan Tennakoon A. Bab-Hadiashar 161 1 0 12 May 2024
The Entropy Enigma: Success and Failure of Entropy MinimizationInternational Conference on Machine Learning (ICML), 2024 Ori Press Ravid Shwartz-Ziv Yann LeCun Matthias Bethge UQCV 437 21 0 08 May 2024
Domain-Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time Adaptation Yeonguk Yu Sungho Shin S. Back Minhwan Ko Sangjun Noh Kyoobin Lee TTA OOD 230 8 0 17 Apr 2024
Resolve Domain Conflicts for Generalizable Remote Physiological Measurement Weiyu Sun Xinyu Zhang Hao Lu Ying-Cong Chen Yun Ge Xiao-Lin Huang Jie Yuan Yingcong Chen 226 15 0 11 Apr 2024
Unified Entropy Optimization for Open-Set Test-Time Adaptation Zhengqing Gao Xu-Yao Zhang Cheng-Lin Liu TTA 221 13 0 09 Apr 2024
Active Test-Time Adaptation: Theoretical Analyses and An Algorithm Shurui Gui Xiner Li Shuiwang Ji TTA 292 21 0 07 Apr 2024
Test-Time Model Adaptation with Only Forward PassesInternational Conference on Machine Learning (ICML), 2024 Shuaicheng Niu Chunyan Miao Guohao Chen Pengcheng Wu Peilin Zhao TTA 336 53 0 02 Apr 2024
AETTA: Label-Free Accuracy Estimation for Test-Time Adaptation Taeckyung Lee Sorn Chottananurak Taesik Gong Sung-Ju Lee 213 7 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 213 7 0 28 Mar 2024
Backpropagation-free Network for 3D Test-time Adaptation Yanshuo Wang A. Cheraghian Zeeshan Hayder Jie Hong Sameera Ramasinghe Shafin Rahman David Ahmedt-Aristizabal Xuesong Li Lars Petersson Mehrtash Harandi TTA 234 9 0 27 Mar 2024
Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models Elaine Sui Xiaohan Wang Serena Yeung-Levy VLM 240 20 0 19 Mar 2024
TTT-KD: Test-Time Training for 3D Semantic Segmentation through Knowledge Distillation from Foundation ModelsInternational Conference on 3D Vision (3DV), 2024 Lisa Weijler Muhammad Jehanzeb Mirza Leon Sick Can Ekkazan Pedro Hermosilla TTA 230 2 0 18 Mar 2024
Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting Zhuliang Yu Guohao Chen Jiaxiang Wu Yifan Zhang Yaofo Chen Peilin Zhao Shuaicheng Niu TTA OOD 279 8 0 18 Mar 2024
Efficient Diffusion-Driven Corruption Editor for Test-Time Adaptation Yeongtak Oh Jonghyun Lee Jooyoung Choi Dahuin Jung Uiwon Hwang Sungroh Yoon TTA DiffM 251 6 0 16 Mar 2024
Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled FactorsInternational Conference on Learning Representations (ICLR), 2024 Jonghyun Lee Dahuin Jung Saehyung Lee Junsung Park Juhyeon Shin Uiwon Hwang Sungroh Yoon TTA AAML 167 81 0 12 Mar 2024
Interactive Test-Time Adaptation with Reliable Spatial-Temporal Voxels for Multi-Modal Segmentation Haozhi Cao Yuecong Xu Pengyu Yin Xingyu Ji Xingyu Ji Jianfei Yang Lihua Xie TTA 78 0 0 11 Mar 2024
Mitigating the Bias in the Model for Continual Test-Time Adaptation Inseop Chung Kyomin Hwang Jayeon Yoo Nojun Kwak TTA 241 0 0 02 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 282 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 Zhuliang Yu 290 13 0 27 Feb 2024
Deployment Prior Injection for Run-time Calibratable Object Detection Mo Zhou Yiding Yang Haoxiang Li Vishal M. Patel Gang Hua 208 0 0 27 Feb 2024
Training-free image style alignment for self-adapting domain shift on handheld ultrasound devices Hongye Zeng K. Zou Zhihao Chen Yuchong Gao Hongbo Chen ... Rick Siow Mong Goh Yong-Jin Liu Chang Jiang Ru Zheng Huazhu Fu OOD 206 0 0 17 Feb 2024
Any-Shift Prompting for Generalization over Distributions Zehao Xiao Jiayi Shen Mohammad Mahdi Derakhshani Tianran Ouyang Cees G. M. Snoek OOD VPVLM VLM 308 20 0 15 Feb 2024
Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time Adaptation Haoyu Dong Nicholas Konz Han Gu Maciej A. Mazurowski OOD 253 8 0 14 Feb 2024
Gradient Alignment with Prototype Feature for Fully Test-time Adaptation Juhyeon Shin Jonghyun Lee Saehyung Lee Minjun Park Dongjun Lee Uiwon Hwang Sungroh Yoon 129 1 0 14 Feb 2024
BECoTTA: Input-dependent Online Blending of Experts for Continual Test-time Adaptation Daeun Lee Jaehong Yoon Sung Ju Hwang CLL TTA 322 19 0 13 Feb 2024
Step-On-Feet Tuning: Scaling Self-Alignment of LLMs via Bootstrapping Haoyu Wang Guozheng Ma Ziqiao Meng Zeyu Qin Li Shen ... Liu Liu Yatao Bian Qifeng Bai Xueqian Wang Peilin Zhao 213 18 0 12 Feb 2024
COMET: Contrastive Mean Teacher for Online Source-Free Universal Domain Adaptation Pascal Schlachter Bin Yang 168 5 0 31 Jan 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 169 3 0 26 Jan 2024
Un-Mixing Test-Time Normalization Statistics: Combatting Label Temporal CorrelationInternational Conference on Learning Representations (ICLR), 2024 Devavrat Tomar Guillaume Vray Jean-Philippe Thiran Behzad Bozorgtabar 186 8 0 16 Jan 2024
Decoupled Prototype Learning for Reliable Test-Time AdaptationIEEE transactions on multimedia (IEEE TMM), 2024 Guowei Wang Changxing Ding Wentao Tan Zhuliang Yu VLM 219 5 0 15 Jan 2024
Plug-and-Play Transformer Modules for Test-Time Adaptation Xiangyu Chang Sk. Miraj Ahmed S. Krishnamurthy Başak Güler A. Swami Samet Oymak Amit K. Roy-Chowdhury 444 0 0 06 Jan 2024
Diversity-aware Buffer for Coping with Temporally Correlated Data Streams in Online Test-time AdaptationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Mario Döbler Florian Marencke Robert A. Marsden Bin Yang TTA 145 4 0 02 Jan 2024
Continual-MAE: Adaptive Distribution Masked Autoencoders for Continual Test-Time Adaptation Jiaming Liu Ran Xu Senqiao Yang Renrui Zhang Qizhe Zhang Zehui Chen Yandong Guo Shanghang Zhang TTA 201 26 0 19 Dec 2023
Unraveling Batch Normalization for Realistic Test-Time AdaptationAAAI Conference on Artificial Intelligence (AAAI), 2023 A. Mondal Jingwei Guo B. Roy C. Roy Qiufeng Wang Kevin A. Schneider 215 9 0 15 Dec 2023
What, How, and When Should Object Detectors Update in Continually Changing Test Domains?Computer Vision and Pattern Recognition (CVPR), 2023 Jayeon Yoo Dongkwan Lee Inseop Chung Donghyun Kim Nojun Kwak OOD VLM TTA 230 11 0 12 Dec 2023
Singular Value Penalization and Semantic Data Augmentation for Fully Test-Time Adaptation Houcheng Su Daixian Liu Mengzhu Wang Wei Wang TTA 222 2 0 10 Dec 2023
Few Clicks Suffice: Active Test-Time Adaptation for Semantic Segmentation Longhui Yuan Shuangliang Li Zhuo He Binhui Xie TTA VLM 215 1 0 04 Dec 2023
Test-Time Degradation Adaptation for Open-Set Image RestorationInternational Conference on Machine Learning (ICML), 2023 Yuanbiao Gou Haiyu Zhao Boyun Li Xinyan Xiao Xi Peng VLM 311 12 0 02 Dec 2023
Label Delay in Online Continual LearningNeural Information Processing Systems (NeurIPS), 2023 Botos Csaba Wenxuan Zhang Matthias Muller Ser-Nam Lim Mohamed Elhoseiny Juil Sock Adel Bibi CLL 167 3 0 01 Dec 2023
Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image SegmentationComputer Vision and Pattern Recognition (CVPR), 2023 Ziyang Chen Yongsheng Pan Yiwen Ye Mengkang Lu Yong-quan Xia OOD VLM MedIm 152 21 0 30 Nov 2023
Beyond Entropy: Style Transfer Guided Single Image Continual Test-Time Adaptation Younggeol Cho Youngrae Kim Dongman Lee 240 1 0 30 Nov 2023
TEA: Test-time Energy AdaptationComputer Vision and Pattern Recognition (CVPR), 2023 Yige Yuan Bingbing Xu Liang Hou Fei Sun Huawei Shen Xueqi Cheng TTA VLM 239 25 0 24 Nov 2023
Fast-Slow Test-Time Adaptation for Online Vision-and-Language NavigationInternational Conference on Machine Learning (ICML), 2023 Junyu Gao Xuan Yao Changsheng Xu TTA 456 14 0 22 Nov 2023
Test-Time Training for Semantic Segmentation with Output Contrastive Loss Yunlong Zhang Yuxuan Sun Sunyi Zheng Honglin Li Chenglu Zhu Lin Yang VLM 214 3 0 14 Nov 2023