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 / 244 papers shown

Title
AnoRefiner: Anomaly-Aware Group-Wise Refinement for Zero-Shot Industrial Anomaly Detection Dayou Huang Feng Xue Xurui Li Yu Zhou 56 0 0 27 Nov 2025
Calibration-Free EEG-based Driver Drowsiness Detection with Online Test-Time Adaptation Geun-Deok Jang Dong-Kyun Han Seo-Hyeon Park Seong-Whan Lee 44 0 0 27 Nov 2025
SloMo-Fast: Slow-Momentum and Fast-Adaptive Teachers for Source-Free Continual Test-Time Adaptation Md Akil Raihan Iftee M. S. Hossain Rakibul Hasan Rajib Tariq Iqbal Md. Mofijul Islam M. A. Amin Amin Ahsan Ali A. Rahman TTA 164 0 0 23 Nov 2025
pFedBBN: A Personalized Federated Test-Time Adaptation with Balanced Batch Normalization for Class-Imbalanced Data Md Akil Raihan Iftee Syed Md. Ahnaf Hasan Mir Sazzat Hossain Rakibul Hasan Rajib Amin Ahsan Ali A. Rahman Sajib Mistry Monowar Bhuyan FedML 231 0 0 22 Nov 2025
SNAP: Low-Latency Test-Time Adaptation with Sparse Updates Hyeongheon Cha Dong Min Kim Hye Won Chung Taesik Gong Sung-Ju Lee TTA VLM 249 0 0 19 Nov 2025
Adapt-As-You-Walk Through the Clouds: Training-Free Online Test-Time Adaptation of 3D Vision-Language Foundation Models Mehran Tamjidi Hamidreza Dastmalchi Mohammadreza Alimoradijazi A. Cheraghian Aijun An Morteza Saberi TTA 205 0 0 19 Nov 2025
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 132 0 0 16 Nov 2025
Uncover and Unlearn Nuisances: Agnostic Fully Test-Time AdaptationMachine-mediated learning (ML), 2025 Ponhvoan Srey Yaxin Shi Hangwei Qian Jing Li Ivor Tsang TTA 172 0 0 16 Nov 2025
RobIA: Robust Instance-aware Continual Test-time Adaptation for Deep Stereo Jueun Ko Hyewon Park Hyesong Choi Dongbo Min TTA 3DV 340 0 0 13 Nov 2025
Generalizable Slum Detection from Satellite Imagery with Mixture-of-Experts Sumin Lee Sungwon Park Jeasurk Yang Jihee Kim M. Cha MoE 116 0 0 13 Nov 2025
Test Time Adaptation Using Adaptive Quantile Recalibration Paria Mehrbod Pedro Vianna Géraldin Nanfack Guy Wolf Eugene Belilovsky OOD TTA 263 0 0 05 Nov 2025
Decoupled Entropy Minimization Jing Ma Hanlin Li Xiang Xiang 104 0 0 05 Nov 2025
Mint: A Simple Test-Time Adaptation of Vision-Language Models against Common Corruptions Wenxuan Bao Ruxi Deng Jingrui He VLM 184 0 0 25 Oct 2025
Buffer layers for Test-Time Adaptation Hyeongyu Kim Geonhui Han D. Hwang 141 0 0 24 Oct 2025
Class-aware Domain Knowledge Fusion and Fission for Continual Test-Time Adaptation Jiahuan Zhou Chao Zhu Zhenyu Cui Zichen Liu Xu Zou Gang Hua CLL TTA 225 0 0 14 Oct 2025
Efficient Edge Test-Time Adaptation via Latent Feature Coordinate Correction Xinyu Luo Jie Liu Kecheng Chen Junyi Yang Bo Ding Arindam Basu Haoliang Li 81 0 0 13 Oct 2025
Test-Time Adaptation by Causal Trimming Yingnan Liu Rui Qiao Mong-Li Lee Wynne Hsu CML TTA 178 0 0 13 Oct 2025
D-TPT: Dimensional Entropy Maximization for Calibrating Test-Time Prompt Tuning in Vision-Language Models Jisu Han Wonjun Hwang VLM 162 0 0 10 Oct 2025
IntentionVLA: Generalizable and Efficient Embodied Intention Reasoning for Human-Robot Interaction Yandu Chen Kefan Gu Yuqing Wen Yucheng Zhao Tiancai Wang Liqiang Nie LM&Ro LRM 57 0 0 09 Oct 2025
Lyapunov-Stable Adaptive Control for Multimodal Concept Drift Tianyu Bell Pan Mengdi Zhu Alexa Jordyn Cole Ronald Wilson D. Woodard 116 0 0 09 Oct 2025
Beyond Spectral Peaks: Interpreting the Cues Behind Synthetic Image Detection S. Mandelli Diego Vila-Portela David Vázquez-Padín Paolo Bestagini Fernando Perez-Gonzalez AAML 112 0 0 07 Oct 2025
Bayesian Test-time Adaptation for Object Recognition and Detection with Vision-language Models Lihua Zhou Mao Ye Shuaifeng Li Nianxin Li Jinlin Wu X. Zhu Lei Deng Hongbin Liu Jiebo Luo Zhen Lei BDL VLM TTA 289 0 0 03 Oct 2025
Annotation-Efficient Active Test-Time Adaptation with Conformal Prediction Tingyu Shi Fan Lyu Shaoliang Peng TTA 232 0 0 30 Sep 2025
ZeroSiam: An Efficient Siamese for Test-Time Entropy Optimization without Collapse Guohao Chen Shuaicheng Niu Deyu Chen Jiahao Yang Zitian Zhang Zhuliang Yu Pengcheng Wu Zhiqi Shen AAML VLM 109 0 0 27 Sep 2025
POEM: Explore Unexplored Reliable Samples to Enhance Test-Time Adaptation Changán Yi Xiaohui Deng Shuaicheng Niu Yan Zhou 132 0 0 26 Sep 2025
TRUST: Test-Time Refinement using Uncertainty-Guided SSM Traverses Sahar Dastani Ali Bahri G. A. V. Hakim Moslem Yazdanpanah Mehrdad Noori David Osowiechi Samuel Barbeau Ismail Ben Ayed H. Lombaert Christian Desrosiers TTA 191 0 0 26 Sep 2025
HyperTTA: Test-Time Adaptation for Hyperspectral Image Classification under Distribution Shifts Xia Yue Anfeng Liu Ning Chen Chenjia Huang Hui Liu Zhou Huang Leyuan Fang 171 0 0 10 Sep 2025
Adapt in the Wild: Test-Time Entropy Minimization with Sharpness and Feature Regularization Shuaicheng Niu Guohao Chen Deyu Chen Yifan Zhang Jiaxiang Wu Z. Wen Yaofo Chen P. Zhao Chunyan Miao Zhuliang Yu AAML 160 1 0 05 Sep 2025
Adaptive Dual Uncertainty Optimization: Boosting Monocular 3D Object Detection under Test-Time Shifts Zixuan Hu Dongxiao Li Cheng Wang Bin Wang Xiaotong Li Wenhan Yang Ling-yu Duan 96 0 0 28 Aug 2025
DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample Wenting Yin Han Sun Xinru Meng Ningzhong Liu Huiyu Zhou TTA 228 0 0 28 Aug 2025
A Closer Look at Edema Area Segmentation in SD-OCT Images Using Adversarial Framework Yuhui Tao Yizhe Zhang Qiang Chen MedIm 60 0 0 26 Aug 2025
eSkinHealth: A Multimodal Dataset for Neglected Tropical Skin Diseases Janet Wang Xin Hu Yunbei Zhang Diabate Almamy Vagamon Bamba Konan Amos Sébastien Koffi Yao Koffi Aubin Zhengming Ding Jihun Hamm R. Yotsu 76 1 0 26 Aug 2025
Domain Adaptation via Feature Refinement S. Karatsiolis A. Kamilaris OOD 124 1 0 22 Aug 2025
DoSReMC: Domain Shift Resilient Mammography Classification using Batch Normalization Adaptation Uğurcan Akyüz Deniz Katircioglu-Öztürk Emre K. Süslü Burhan Keleş Mete C. Kaya Gamze Durhan Meltem G. Akpınar Figen B. Demirkazık Gözde B. Akar OOD 174 0 0 21 Aug 2025
Learn Faster and Remember More: Balancing Exploration and Exploitation for Continual Test-time Adaptation Pinci Yang Peisong Wen Ke Ma Qianqian Xu CLL TTA 238 0 0 18 Aug 2025
Hierarchical Adaptive networks with Task vectors for Test-Time Adaptation Sameer Ambekar Daniel M. Lang Julia A. Schnabel 104 0 0 11 Aug 2025
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Yizhe Xiong Zihan Zhou Yiwen Liang H. Chen Zijia Lin Tianxiang Hao Fan Zhang Jungong Han Guiguang Ding 213 0 0 05 Aug 2025
Test-Time Model Adaptation for Quantized Neural Networks Zeshuai Deng Guohao Chen Shuaicheng Niu Hui Luo Shuhai Zhang Yifan Yang Renjie Chen Wei Luo Mingkui Tan MQ 143 1 0 04 Aug 2025
Negation-Aware Test-Time Adaptation for Vision-Language Models Haochen Han Alex Jinpeng Wang Fangming Liu Jun Zhu VLM 300 1 0 25 Jul 2025
CLIPTTA: Robust Contrastive Vision-Language Test-Time Adaptation Marc Lafon Gustavo Adolfo Vargas Hakim Clément Rambour Christian Desrosier Nicolas Thome VLM 212 1 0 18 Jul 2025
Monitoring Risks in Test-Time Adaptation Mona Schirmer Metod Jazbec C. A. Naesseth Eric T. Nalisnick TTA 500 2 0 11 Jul 2025
Not Only Consistency: Enhance Test-Time Adaptation with Spatio-temporal Inconsistency for Remote Physiological Measurement Xiao Yang Jiyao Wang Yuxuan Fan Can Liu Houcheng Su Weichen Guo Zitong Yu Dengbo He Kaishun Wu TTA 215 2 0 10 Jul 2025
NavMorph: A Self-Evolving World Model for Vision-and-Language Navigation in Continuous Environments Xuan Yao Junyu Gao Changsheng Xu LM&Ro 169 11 0 30 Jun 2025
Align the GAP: Prior-based Unified Multi-Task Remote Physiological Measurement Framework For Domain Generalization and Personalization Jiyao Wang Xiao Yang Hao Lu Dengbo He Kaishun Wu 214 3 0 19 Jun 2025
SUTA-LM: Bridging Test-Time Adaptation and Language Model Rescoring for Robust ASR Wei-Ping Huang Guan-Ting Lin Hung-yi Lee KELM 95 0 0 10 Jun 2025
E-BATS: Efficient Backpropagation-Free Test-Time Adaptation for Speech Foundation Models Jiaheng Dong Hong Jia Soumyajit Chatterjee Abhirup Ghosh James Bailey Ting Dang TTA VLM 148 1 0 08 Jun 2025
Generalized Incremental Learning under Concept Drift across Evolving Data Streams En Yu Jie Lu G. Zhang CLL 182 1 0 06 Jun 2025
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 270 0 0 03 Jun 2025
$$\texttt{AVROBUSTBENCH}$: Benchmarking the Robustness of Audio-Visual Recognition Models at Test-Time$ $\texttt{AVROBUSTBENCH}$ : Benchmarking the Robustness of Audio-Visual Recognition Models at Test-Time Sarthak Kumar Maharana Saksham Singh Kushwaha Baoming Zhang Adrian Rodriguez Songtao Wei Yapeng Tian Yunhui Guo TTA VLM 249 0 0 31 May 2025
Test-Time Learning for Large Language Models Jinwu Hu Zhitian Zhang Guohao Chen Xutao Wen Chao Shuai Wei Luo Bin Xiao Yuanqing Li Zhuliang Yu 378 11 0 27 May 2025