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Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering
Neural Information Processing Systems (NeurIPS), 2022
6 June 2022
Yongyi Su
Xun Xu
Kui Jia
TTA
OOD
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Papers citing
"Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering"
35 / 35 papers shown
CoTBox-TTT: Grounding Medical VQA with Visual Chain-of-Thought Boxes During Test-time Training
Jiahe Qian
Yuhao Shen
Zhangtianyi Chen
Juexiao Zhou
Peisong Wang
180
0
0
16 Nov 2025
Test-Time Adaptive Object Detection with Foundation Model
Yingjie Gao
Yanan Zhang
Zhi Cai
Di Huang
VLM
TTA
396
2
0
29 Oct 2025
POEM: Explore Unexplored Reliable Samples to Enhance Test-Time Adaptation
Changán Yi
Xiaohui Deng
Shuaicheng Niu
Yan Zhou
185
0
0
26 Sep 2025
ADVMEM: Adversarial Memory Initialization for Realistic Test-Time Adaptation via Tracklet-Based Benchmarking
Shyma Alhuwaider
Motasem Alfarra
Juan C. Pérez
Merey Ramazanova
Bernard Ghanem
TTA
253
0
0
02 Sep 2025
Should Bias be Eliminated? A General Framework to Use Bias for OOD Generalization
Yan Li
Guangyi Chen
Yunlong Deng
Zijian Li
Zeyu Tang
Anpeng Wu
Kun Zhang
CML
201
0
0
22 Jul 2025
Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training
Wooseong Jeong
Jegyeong Cho
Youngho Yoon
Kuk-Jin Yoon
TTA
355
2
0
10 Jul 2025
Exploring Audio Cues for Enhanced Test-Time Video Model Adaptation
Runhao Zeng
Qi Deng
Ronghao Zhang
Shuaicheng Niu
Jian Chen
Xiping Hu
Victor C. M. Leung
TTA
160
2
0
14 Jun 2025
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
646
2
0
30 Apr 2025
TestDG: Test-time Domain Generalization for Continual Test-time Adaptation
Sohyun Lee
N. Kim
Juwon Kang
Seong Joon Oh
Suha Kwak
OOD
TTA
817
0
0
07 Apr 2025
Robust Distribution Alignment for Industrial Anomaly Detection under Distribution Shift
Jingyi Liao
Xun Xu
Yongyi Su
Rong-Cheng Tu
Wenshu Fan
Dacheng Tao
Xulei Yang
OOD
436
4
0
19 Mar 2025
Towards Understanding Extrapolation: a Causal Lens
Neural Information Processing Systems (NeurIPS), 2025
Lingjing Kong
Guangyi Chen
P. Stojanov
Haoyang Li
Eric P. Xing
Kun Zhang
703
4
0
17 Jan 2025
Generalizing Segmentation Foundation Model Under Sim-to-real Domain-shift for Guidewire Segmentation in X-ray Fluoroscopy
Yuxuan Wen
Evgenia Roussinova
Olivier Brina
Paolo Machi
Mohamed Bouri
OOD
MedIm
300
2
0
09 Oct 2024
On the Adversarial Risk of Test Time Adaptation: An Investigation into Realistic Test-Time Data Poisoning
International Conference on Learning Representations (ICLR), 2024
Yongyi Su
Yushu Li
Nanqing Liu
Kui Jia
Xulei Yang
Chuan-Sheng Foo
Xun Xu
TTA
AAML
559
3
0
07 Oct 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
247
1
0
23 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
287
0
0
15 Sep 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
310
1
0
29 May 2024
Mitigating the Bias in the Model for Continual Test-Time Adaptation
Inseop Chung
Kyomin Hwang
Jayeon Yoo
Nojun Kwak
TTA
300
0
0
02 Mar 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
313
3
0
20 Feb 2024
CLIP-Guided Source-Free Object Detection in Aerial Images
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2024
Nanqing Liu
Xun Xu
Yongyi Su
Chengxin Liu
Peiliang Gong
Heng-Chao Li
ObjD
385
11
0
10 Jan 2024
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
324
17
0
12 Dec 2023
Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation
Haojie Zhang
Yongyi Su
Xun Xu
Kui Jia
OOD
VLM
361
50
0
06 Dec 2023
Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2023
Shuoyuan Wang
Yongfeng Zhang
Huajun Xi
Bob Zhang
Lei Zhang
Jianguo Huang
TTA
413
23
0
28 Oct 2023
SODA: Robust Training of Test-Time Data Adaptors
Neural Information Processing Systems (NeurIPS), 2023
Zige Wang
Yonggang Zhang
Zhen Fang
Long Lan
Wenjing Yang
Bo Han
273
2
0
17 Oct 2023
Generalized Robust Test-Time Adaptation in Continuous Dynamic Scenarios
Shuangliang Li
Longhui Yuan
Binhui Xie
Tao Yang
TTA
223
4
0
07 Oct 2023
Towards Real-World Test-Time Adaptation: Tri-Net Self-Training with Balanced Normalization
AAAI Conference on Artificial Intelligence (AAAI), 2023
Yongyi Su
Xun Xu
Kui Jia
TTA
531
45
0
26 Sep 2023
On the Robustness of Open-World Test-Time Training: Self-Training with Dynamic Prototype Expansion
IEEE International Conference on Computer Vision (ICCV), 2023
Yu-Sheng Li
Xun Xu
Yongyi Su
Kui Jia
OOD
VLM
TTA
220
41
0
19 Aug 2023
Online Continual Learning for Robust Indoor Object Recognition
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Umberto Michieli
Mete Ozay
293
10
0
19 Jul 2023
On Pitfalls of Test-Time Adaptation
International Conference on Machine Learning (ICML), 2023
Hao Zhao
Yuejiang Liu
Alexandre Alahi
Tao Lin
TTA
240
68
0
06 Jun 2023
Evaluation of Test-Time Adaptation Under Computational Time Constraints
International Conference on Machine Learning (ICML), 2023
Motasem Alfarra
Hani Itani
Alejandro Pardo
Shyma Alhuwaider
Merey Ramazanova
Juan C. Pérez
Yong Deng
Matthias Müller
Guohao Li
TTA
360
8
0
10 Apr 2023
STFAR: Improving Object Detection Robustness at Test-Time by Self-Training with Feature Alignment Regularization
Yijin Chen
Xun Xu
Yongyi Su
Kui Jia
TTA
OOD
ObjD
350
10
0
31 Mar 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts
International Journal of Computer Vision (IJCV), 2023
Jian Liang
Ran He
Tien-Ping Tan
OOD
VLM
TTA
398
437
0
27 Mar 2023
Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering Regularized Self-Training
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Yongyi Su
Xun Xu
Tianrui Li
Kui Jia
OOD
TTA
277
20
0
20 Mar 2023
Multi-Modal Continual Test-Time Adaptation for 3D Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2023
Haozhi Cao
Yuecong Xu
Jianfei Yang
Pengyu Yin
Shenghai Yuan
Lihua Xie
TTA
213
26
0
18 Mar 2023
TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation
Computer Vision and Pattern Recognition (CVPR), 2023
Devavrat Tomar
Guillaume Vray
Behzad Bozorgtabar
Jean-Philippe Thiran
TTA
257
45
0
17 Mar 2023
Towards Understanding GD with Hard and Conjugate Pseudo-labels for Test-Time Adaptation
International Conference on Learning Representations (ICLR), 2022
Jun-Kun Wang
Andre Wibisono
748
11
0
18 Oct 2022
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