Continual Test-Time Domain Adaptation

25 March 2022

Qin Wang

Olga Fink

Luc Van Gool

Papers citing "Continual Test-Time Domain Adaptation"

50 / 266 papers shown

Title
Test-time Adaptation Meets Image Enhancement: Improving Accuracy via Uncertainty-aware Logit Switching Shohei Enomoto Naoya Hasegawa Kazuki Adachi Taku Sasaki Shinýa Yamaguchi Satoshi Suzuki Takeharu Eda OOD UQCV 34 2 0 26 Mar 2024
TTT-KD: Test-Time Training for 3D Semantic Segmentation through Knowledge Distillation from Foundation Models Lisa Weijler Muhammad Jehanzeb Mirza Leon Sick Can Ekkazan Pedro Hermosilla TTA 41 0 0 18 Mar 2024
Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting Mingkui Tan Guohao Chen Jiaxiang Wu Yifan Zhang Yaofo Chen Peilin Zhao Shuaicheng Niu TTA OOD 36 4 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 42 3 0 16 Mar 2024
Just Say the Name: Online Continual Learning with Category Names Only via Data Generation Minhyuk Seo Diganta Misra Seongwon Cho Minjae Lee Jonghyun Choi CLL 35 7 0 16 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
Hyperparameters in Continual Learning: A Reality Check Sungmin Cha Kyunghyun Cho CLL 71 2 0 14 Mar 2024
Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal Yijun Yang Hongtao Wu Angelica I. Aviles-Rivero Yulun Zhang Jing Qin Lei Zhu 29 8 0 12 Mar 2024
Revisiting Confidence Estimation: Towards Reliable Failure Prediction Fei Zhu Xu-Yao Zhang Zhen Cheng Cheng-Lin Liu UQCV 49 10 0 05 Mar 2024
TTA-Nav: Test-time Adaptive Reconstruction for Point-Goal Navigation under Visual Corruptions Maytus Piriyajitakonkij Mingfei Sun Mengmi Zhang Wei Pan ViT 63 0 0 04 Mar 2024
Mitigating the Bias in the Model for Continual Test-Time Adaptation Inseop Chung Kyomin Hwang Jayeon Yoo Nojun Kwak TTA 54 0 0 02 Mar 2024
Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation Yaofo Chen Shuaicheng Niu Yaowei Wang Shoukai Xu Hengjie Song Mingkui Tan 35 6 0 27 Feb 2024
Deployment Prior Injection for Run-time Calibratable Object Detection Mo Zhou Yiding Yang Haoxiang Li Vishal M. Patel Gang Hua 44 0 0 27 Feb 2024
A Comprehensive Review of Machine Learning Advances on Data Change: A Cross-Field Perspective Jeng-Lin Li Chih-Fan Hsu Ming-Ching Chang Wei-Chao Chen OOD 44 2 0 20 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 45 0 0 17 Feb 2024
Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time Adaptation Haoyu Dong N. Konz Han Gu Maciej Mazurowski OOD 26 4 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 62 5 0 13 Feb 2024
Variational Continual Test-Time Adaptation Fan Lyu Kaile Du Yuyang Li Hanyu Zhao Zhang Zhang Guangcan Liu Liang Wang TTA BDL 29 6 0 13 Feb 2024
ConvLoRA and AdaBN based Domain Adaptation via Self-Training Sidra Aleem J. Dietlmeier Eric Arazo Suzanne Little 25 7 0 07 Feb 2024
LEVI: Generalizable Fine-tuning via Layer-wise Ensemble of Different Views Yuji Roh Qingyun Liu Huan Gui Zhe Yuan Yujin Tang ... Liang Liu Shuchao Bi Lichan Hong Ed H. Chi Zhe Zhao 43 1 0 07 Feb 2024
Test-Time Adaptation for Depth Completion Hyoungseob Park Anjali Gupta Alex Wong TTA VLM 27 13 0 05 Feb 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 28 1 0 26 Jan 2024
CNG-SFDA: Clean-and-Noisy Region Guided Online-Offline Source-Free Domain Adaptation Hyeonwoo Cho Chanmin Park Donghee Kim Jinyoung Kim Won Hwa Kim TTA 29 0 0 26 Jan 2024
Un-Mixing Test-Time Normalization Statistics: Combatting Label Temporal Correlation Devavrat Tomar Guillaume Vray Jean-Philippe Thiran Behzad Bozorgtabar 43 3 0 16 Jan 2024
Decoupled Prototype Learning for Reliable Test-Time Adaptation Guowei Wang Changxing Ding Wentao Tan Mingkui Tan VLM 37 2 0 15 Jan 2024
Online Test-Time Adaptation of Spatial-Temporal Traffic Flow Forecasting Pengxin Guo Pengrong Jin Ziyue Li Lei Bai Yu Zhang AI4TS 35 3 0 08 Jan 2024
Preserving Silent Features for Domain Generalization Chujie Zhao Tianren Zhang Feng Chen 23 0 0 06 Jan 2024
Plug-and-Play Transformer Modules for Test-Time Adaptation Xiangyu Chang Sk. Miraj Ahmed S. Krishnamurthy Başak Güler A. Swami Samet Oymak A. Roy-Chowdhury 30 0 0 06 Jan 2024
Diversity-aware Buffer for Coping with Temporally Correlated Data Streams in Online Test-time Adaptation Mario Döbler Florian Marencke Robert A. Marsden Bin Yang TTA 19 2 0 02 Jan 2024
Cloud-Device Collaborative Learning for Multimodal Large Language Models Guanqun Wang Jiaming Liu Chenxuan Li Junpeng Ma Yuan Zhang ... Kevin Zhang Maurice Chong Ray Zhang Yijiang Liu Shanghang Zhang 41 7 0 26 Dec 2023
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 35 10 0 19 Dec 2023
What, How, and When Should Object Detectors Update in Continually Changing Test Domains? Jayeon Yoo Dongkwan Lee Inseop Chung Donghyun Kim Nojun Kwak OOD VLM TTA 35 4 0 12 Dec 2023
Semantic Connectivity-Driven Pseudo-labeling for Cross-domain Segmentation Dong Zhao Rui Yang Shuang Wang Qi Zang Yang Hu Licheng Jiao N. Sebe Zhun Zhong 56 6 0 11 Dec 2023
Few Clicks Suffice: Active Test-Time Adaptation for Semantic Segmentation Longhui Yuan Shuangliang Li Zhuo He Binhui Xie TTA VLM 42 1 0 04 Dec 2023
Test-Time Degradation Adaptation for Open-Set Image Restoration Yuanbiao Gou Haiyu Zhao Boyun Li Xinyan Xiao Xi Peng VLM 22 7 0 02 Dec 2023
Label Delay in Online Continual Learning Botos Csaba Wenxuan Zhang Matthias Muller Ser-Nam Lim Mohamed Elhoseiny Philip H. S. Torr Adel Bibi CLL 42 0 0 01 Dec 2023
Calibration-free online test-time adaptation for electroencephalography motor imagery decoding Martin Wimpff Mario Döbler Bin Yang 17 7 0 30 Nov 2023
Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation Ziyang Chen Yongsheng Pan Yiwen Ye Mengkang Lu Yong-quan Xia OOD VLM MedIm 35 5 0 30 Nov 2023
Beyond Entropy: Style Transfer Guided Single Image Continual Test-Time Adaptation Younggeol Cho Youngrae Kim Dongman Lee 17 1 0 30 Nov 2023
Turn Down the Noise: Leveraging Diffusion Models for Test-time Adaptation via Pseudo-label Ensembling Mrigank Raman Rohan Shah Akash Kannan Pranit Chawla DiffM 19 0 0 29 Nov 2023
Model-free Test Time Adaptation for Out-Of-Distribution Detection Yi-Fan Zhang Xue Wang Tian Zhou Kun Yuan Zhang Zhang Liang Wang Rong Jin Tien-Ping Tan TTA OODD 30 4 0 28 Nov 2023
Diffusion-TTA: Test-time Adaptation of Discriminative Models via Generative Feedback Mihir Prabhudesai Tsung-Wei Ke Alexander C. Li Deepak Pathak Katerina Fragkiadaki TTA 32 15 0 27 Nov 2023
Fast-Slow Test-Time Adaptation for Online Vision-and-Language Navigation Junyu Gao Xuan Yao Changsheng Xu TTA 30 3 0 22 Nov 2023
Test-Time Training for Semantic Segmentation with Output Contrastive Loss Yunlong Zhang Yuxuan Sun Sunyi Zheng Zhongyi Shui Chenglu Zhu Lin Yang VLM 28 3 0 14 Nov 2023
Layer-wise Auto-Weighting for Non-Stationary Test-Time Adaptation Junyoung Park Jin-Hwa Kim Hyeongjun Kwon Ilhoon Yoon Kwanghoon Sohn 30 7 0 10 Nov 2023
Effective Restoration of Source Knowledge in Continual Test Time Adaptation Fahim Faisal Niloy Sk. Miraj Ahmed Dripta S. Raychaudhuri Samet Oymak A. Roy-Chowdhury KELM CLL TTA 13 10 0 08 Nov 2023
Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization Jameel Hassan Hanan Gani Noor Hussein Muhammad Uzair Khattak Muzammal Naseer Fahad Shahbaz Khan Salman Khan VLM OOD 55 61 0 02 Nov 2023
In Search of Lost Online Test-time Adaptation: A Survey Zixin Wang Yadan Luo Liang Zheng Zhuoxiao Chen Sen Wang Zi Huang 32 15 0 31 Oct 2023
Efficient Test-Time Adaptation for Super-Resolution with Second-Order Degradation and Reconstruction Zeshuai Deng Zhuokun Chen Shuaicheng Niu Thomas H. Li Bohan Zhuang Mingkui Tan 24 22 0 29 Oct 2023
Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReID Qilei Li Shaogang Gong 24 4 0 24 Oct 2023