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Feature Alignment and Uniformity for Test Time Adaptation
v1v2v3 (latest)

Feature Alignment and Uniformity for Test Time Adaptation

Computer Vision and Pattern Recognition (CVPR), 2023
20 March 2023
Shuai Wang
Daoan Zhang
Zipei Yan
Jiang Zhang
Ruizhen Li
    TTAOOD
ArXiv (abs)PDFHTMLGithub (48★)

Papers citing "Feature Alignment and Uniformity for Test Time Adaptation"

33 / 33 papers shown
DP-TTA: Test-time Adaptation for Transient Electromagnetic Signal Denoising via Dictionary-driven Prior Regularization
DP-TTA: Test-time Adaptation for Transient Electromagnetic Signal Denoising via Dictionary-driven Prior RegularizationIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025
Meng Yang
Kecheng Chen
Wei Luo
Xianjie Chen
Yong Jia
Mingyue Wang
Fanqiang Lin
76
0
0
15 Oct 2025
Test-Time Adaptation by Causal Trimming
Test-Time Adaptation by Causal Trimming
Yingnan Liu
Rui Qiao
Mong-Li Lee
Wynne Hsu
CMLTTA
231
0
0
13 Oct 2025
PAID: Pairwise Angular-Invariant Decomposition for Continual Test-Time Adaptation
PAID: Pairwise Angular-Invariant Decomposition for Continual Test-Time Adaptation
Kunyu Wang
Xueyang Fu
Yunfei Bao
Chengjie Ge
Chengzhi Cao
Wei-dong Zhai
Zheng-jun Zha
304
0
0
03 Jun 2025
FRET: Feature Redundancy Elimination for Test Time Adaptation
FRET: Feature Redundancy Elimination for Test Time Adaptation
Linjing You
Jiabao Lu
Xiayuan Huang
Xiangli Nie
332
1
0
15 May 2025
Focus on Likely Classes for Test-Time Prediction
Focus on Likely Classes for Test-Time Prediction
Johannes Schneider
229
0
0
02 May 2025
Test-time Correlation Alignment
Test-time Correlation Alignment
Linjing You
Jiabao Lu
Xiayuan Huang
OOD
512
1
0
01 May 2025
Adapting In-Domain Few-Shot Segmentation to New Domains without Source Domain Retraining
Adapting In-Domain Few-Shot Segmentation to New Domains without Source Domain Retraining
Qi Fan
Kaiqi Liu
Nian Liu
Hisham Cholakkal
Rao Muhammad Anwer
Wenbin Li
Yang Gao
536
0
0
30 Apr 2025
Optimal Transport for Brain-Image Alignment: Unveiling Redundancy and Synergy in Neural Information Processing
Optimal Transport for Brain-Image Alignment: Unveiling Redundancy and Synergy in Neural Information Processing
Yang Xiao
Wang Lu
Jie Ji
Ruimeng Ye
Gen Li
Xiaolong Ma
Bo Hui
OT
314
0
0
09 Mar 2025
Towards Understanding Extrapolation: a Causal Lens
Towards Understanding Extrapolation: a Causal LensNeural Information Processing Systems (NeurIPS), 2025
Lingjing Kong
Guangyi Chen
P. Stojanov
Haoyang Li
Eric P. Xing
Kun Zhang
673
4
0
17 Jan 2025
Generalizable Person Re-identification via Balancing Alignment and UniformityNeural Information Processing Systems (NeurIPS), 2024
Y. Cho
JaeYoon Kim
Woo Jae Kim
Junsik Jung
Sung-eui Yoon
CVBMOOD
370
7
0
18 Nov 2024
Historical Test-time Prompt Tuning for Vision Foundation Models
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
323
19
0
27 Oct 2024
BoostAdapter: Improving Vision-Language Test-Time Adaptation via
  Regional Bootstrapping
BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional BootstrappingNeural Information Processing Systems (NeurIPS), 2024
Taolin Zhang
Jinqiao Wang
Hang Guo
Tao Dai
Bin Chen
Shu-Tao Xia
VLMTTA
279
0
0
20 Oct 2024
Feature Augmentation based Test-Time Adaptation
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
TPMTTA
372
3
0
18 Oct 2024
Is Less More? Exploring Token Condensation as Training-free Test-time Adaptation
Is Less More? Exploring Token Condensation as Training-free Test-time Adaptation
Zixin Wang
Dong Gong
Sen Wang
Zi Huang
Yadan Luo
VLM
388
0
0
16 Oct 2024
Low Saturation Confidence Distribution-based Test-Time Adaptation for Cross-Domain Remote Sensing Image Classification
Low Saturation Confidence Distribution-based Test-Time Adaptation for Cross-Domain Remote Sensing Image ClassificationInternational Journal of Applied Earth Observation and Geoinformation (JAEOG), 2024
Yu Liang
Shilei Cao
Lixian Zhang
Jianxi Huang
Haohuan Fu
Haohuan Fu
TTA
387
10
0
29 Aug 2024
Efficient Test-Time Prompt Tuning for Vision-Language Models
Efficient Test-Time Prompt Tuning for Vision-Language Models
Yuhan Zhu
Guozhen Zhang
Chen Xu
Haocheng Shen
Xiaoxin Chen
Gangshan Wu
Limin Wang
VLM
281
8
0
11 Aug 2024
Reshaping the Online Data Buffering and Organizing Mechanism for
  Continual Test-Time Adaptation
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
CLLTTA
306
7
0
12 Jul 2024
MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object Detection
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
610
3
0
21 Jun 2024
Exploring Human-in-the-Loop Test-Time Adaptation by Synergizing Active
  Learning and Model Selection
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
286
0
0
29 May 2024
Mitigating the Bias in the Model for Continual Test-Time Adaptation
Mitigating the Bias in the Model for Continual Test-Time Adaptation
Inseop Chung
Kyomin Hwang
Jayeon Yoo
Nojun Kwak
TTA
274
0
0
02 Mar 2024
CNG-SFDA: Clean-and-Noisy Region Guided Online-Offline Source-Free
  Domain Adaptation
CNG-SFDA: Clean-and-Noisy Region Guided Online-Offline Source-Free Domain AdaptationAsian Conference on Computer Vision (ACCV), 2024
Hyeonwoo Cho
Chanmin Park
Donghee Kim
Jinyoung Kim
Won Hwa Kim
TTA
430
0
0
26 Jan 2024
Decoupled Prototype Learning for Reliable Test-Time Adaptation
Decoupled Prototype Learning for Reliable Test-Time AdaptationIEEE transactions on multimedia (IEEE TMM), 2024
Guowei Wang
Changxing Ding
Wentao Tan
Zhuliang Yu
VLM
262
5
0
15 Jan 2024
Video Understanding with Large Language Models: A Survey
Video Understanding with Large Language Models: A Survey
Yunlong Tang
Jing Bi
Siting Xu
Luchuan Song
Susan Liang
...
Feng Zheng
Jianguo Zhang
Chenliang Xu
Jiebo Luo
Chenliang Xu
VLM
713
167
0
29 Dec 2023
Few Clicks Suffice: Active Test-Time Adaptation for Semantic
  Segmentation
Few Clicks Suffice: Active Test-Time Adaptation for Semantic Segmentation
Longhui Yuan
Shuangliang Li
Zhuo He
Binhui Xie
TTAVLM
271
1
0
04 Dec 2023
Semi-supervised Semantic Segmentation via Boosting Uncertainty on
  Unlabeled Data
Semi-supervised Semantic Segmentation via Boosting Uncertainty on Unlabeled Data
Daoan Zhang
Yunhao Luo
Jiang Zhang
UQCV
311
0
0
30 Nov 2023
Each Test Image Deserves A Specific Prompt: Continual Test-Time
  Adaptation for 2D Medical Image Segmentation
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
OODVLMMedIm
228
24
0
30 Nov 2023
Improving Entropy-Based Test-Time Adaptation from a Clustering View
Improving Entropy-Based Test-Time Adaptation from a Clustering View
Guoliang Lin
Hanjiang Lai
Yan Pan
Jian Yin
OODTTA
524
3
0
31 Oct 2023
In Search of Lost Online Test-time Adaptation: A Survey
In Search of Lost Online Test-time Adaptation: A SurveyInternational Journal of Computer Vision (IJCV), 2023
Zixin Wang
Yadan Luo
Liang Zheng
Zhuoxiao Chen
Sen Wang
Zi Huang
367
39
0
31 Oct 2023
Enhancing Plasticity for First Session Adaptation Continual Learning
Enhancing Plasticity for First Session Adaptation Continual Learning
Imad Eddine Marouf
Subhankar Roy
Enzo Tartaglione
Stéphane Lathuilière
CLL
380
3
0
17 Oct 2023
Probabilistic Test-Time Generalization by Variational Neighbor-Labeling
Probabilistic Test-Time Generalization by Variational Neighbor-Labeling
Sameer Ambekar
Zehao Xiao
Jiayi Shen
Xiantong Zhen
Cees G. M. Snoek
BDLOOD
345
2
0
08 Jul 2023
Black-box Source-free Domain Adaptation via Two-stage Knowledge
  Distillation
Black-box Source-free Domain Adaptation via Two-stage Knowledge Distillation
Shuai Wang
Daoan Zhang
Zipei Yan
Shitong Shao
Ruizhen Li
282
2
0
13 May 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts
A Comprehensive Survey on Test-Time Adaptation under Distribution ShiftsInternational Journal of Computer Vision (IJCV), 2023
Jian Liang
Ran He
Tien-Ping Tan
OODVLMTTA
316
378
0
27 Mar 2023
A Survey of Historical Learning: Learning Models with Learning History
A Survey of Historical Learning: Learning Models with Learning History
Xiang Li
Ge Wu
Lingfeng Yang
Wenzhe Wang
Renjie Song
Jian Yang
MUAI4TS
248
2
0
23 Mar 2023
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