Contrastive Test-Time Adaptation

21 April 2022

Papers citing "Contrastive Test-Time Adaptation"

50 / 169 papers shown

Title
Effective Dual-Region Augmentation for Reduced Reliance on Large Amounts of Labeled Data Prasanna Reddy Pulakurthi Majid Rabbani Celso M. De Melo S. Dianat Raghuveer Rao 34 0 0 17 Apr 2025
Embodied Perception for Test-time Grasping Detection Adaptation with Knowledge Infusion Jin Liu Jialong Xie Leibing Xiao Chaoqun Wang Fengyu Zhou 23 0 0 07 Apr 2025
Joint Source-Environment Adaptation of Data-Driven Underwater Acoustic Source Ranging Based on Model Uncertainty Dariush Kari Hari Vishnu Andrew C. Singer 34 0 0 30 Mar 2025
ViLAaD: Enhancing "Attracting and Dispersing'' Source-Free Domain Adaptation with Vision-and-Language Model Shuhei Tarashima Xinqi Shu Norio Tagawa VLM 51 0 0 30 Mar 2025
Test-Time Visual In-Context Tuning Jiahao Xie A. Tonioni N. Rauschmayr F. Tombari Bernt Schiele OOD VLM 62 0 0 27 Mar 2025
SURGEON: Memory-Adaptive Fully Test-Time Adaptation via Dynamic Activation Sparsity Ke Ma Jiaqi Tang B. Guo Fan Dang Sicong Liu ... Lei Wu Cheng Fang Ying-Cong Chen Zhiwen Yu Yunhao Liu TTA 81 0 0 26 Mar 2025
LiDAR Remote Sensing Meets Weak Supervision: Concepts, Methods, and Perspectives Yuan Gao Shaobo Xia P. Wang Xiaohuan Xi Sheng Nie Cheng-Xiang Wang 44 1 0 24 Mar 2025
SCAP: Transductive Test-Time Adaptation via Supportive Clique-based Attribute Prompting Chenyu Zhang Kunlun Xu Zichen Liu Yuxin Peng Jiahuan Zhou VLM 63 1 0 17 Mar 2025
Test-Time Discovery via Hashing Memory Fan Lyu Tianle Liu Z. Zhang Fuyuan Hu Liang Wang TTA 73 0 0 12 Mar 2025
Simulations of Common Unsupervised Domain Adaptation Algorithms for Image Classification A. Chaddad Yihang Wu Yuchen Jiang Ahmed Bouridane Christian Desrosiers 71 2 0 15 Feb 2025
DocTTT: Test-Time Training for Handwritten Document Recognition Using Meta-Auxiliary Learning Wenhao Gu Li Gu Ziqiang Wang Ching Yee Suen Yang Wang 53 0 0 22 Jan 2025
Towards Understanding Extrapolation: a Causal Lens Lingjing Kong Guangyi Chen P. Stojanov Hao Li Eric P. Xing Anton van den Hengel 170 2 0 17 Jan 2025
Adaptive Concept Bottleneck for Foundation Models Under Distribution Shifts Jihye Choi Jayaram Raghuram Yixuan Li Somesh Jha 108 4 0 18 Dec 2024
T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIs Siyang Li Ziwei Wang Hanbin Luo L. Ding Dongrui Wu 110 12 0 10 Dec 2024
ReC-TTT: Contrastive Feature Reconstruction for Test-Time Training Marco Colussi S. Mascetti Jose Dolz Christian Desrosiers 80 0 0 26 Nov 2024
Decentralizing Test-time Adaptation under Heterogeneous Data Streams Zixian Su Jingwei Guo Xi Yang Qiufeng Wang K. Huang TTA 86 0 0 16 Nov 2024
Time and Frequency Synergy for Source-Free Time-Series Domain Adaptations Muhammad Furqon Mahardhika Pratama Ary Mazharuddin Shiddiqi Lin Liu Habibullah Habibullah K. Doğançay TTA AI4TS 25 1 0 23 Oct 2024
Test-time Adaptation for Cross-modal Retrieval with Query Shift Haobin Li Peng Hu Qianjun Zhang Xi Peng Xiting Liu Mouxing Yang TTA 33 0 0 21 Oct 2024
Feature Augmentation based Test-Time Adaptation Y. Cho Youngrae Kim Junho Yoon Seunghoon Hong Dongman Lee TPM TTA 44 0 0 18 Oct 2024
Is Less More? Exploring Token Condensation as Training-free Test-time Adaptation Zixin Wang Dong Gong Sen Wang Zi Huang Yadan Luo VLM 34 0 0 16 Oct 2024
COME: Test-time adaption by Conservatively Minimizing Entropy Qingyang Zhang Yatao Bian Xinke Kong Peilin Zhao Changqing Zhang OOD TTA 87 1 0 12 Oct 2024
Active Fine-Tuning of Generalist Policies Marco Bagatella Jonas Hübotter Georg Martius Andreas Krause 32 0 0 07 Oct 2024
DOTA: Distributional Test-Time Adaptation of Vision-Language Models Zongbo Han Jialong Yang Junfan Li Qinghua Hu Qianli Xu Mike Zheng Shou Changqing Zhang TTA VLM 51 2 0 28 Sep 2024
UL-VIO: Ultra-lightweight Visual-Inertial Odometry with Noise Robust Test-time Adaptation Jinho Park Se Young Chun Mingoo Seok TTA 33 0 0 19 Sep 2024
Dual-Path Adversarial Lifting for Domain Shift Correction in Online Test-time Adaptation Yushun Tang Shuoshuo Chen Zhihe Lu Xinchao Wang Zhihai He 42 1 0 26 Aug 2024
DATTA: Towards Diversity Adaptive Test-Time Adaptation in Dynamic Wild World Chuyang Ye Dongyan Wei Zhendong Liu Yuanyi Pang Yixi Lin Jiarong Liao Qinting Jiang Xianghua Fu Qing Li Jingyan Jiang TTA 33 0 0 15 Aug 2024
Protected Test-Time Adaptation via Online Entropy Matching: A Betting Approach Yarin Bar Shalev Shaer Yaniv Romano TTA OOD 61 3 0 14 Aug 2024
Efficient Test-Time Prompt Tuning for Vision-Language Models Yuhan Zhu Guozhen Zhang Chen Xu Haocheng Shen Xiaoxin Chen Gangshan Wu Limin Wang VLM 37 2 0 11 Aug 2024
STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay Yongcan Yu Lijun Sheng Ran He Jian Liang TTA 42 2 0 22 Jul 2024
Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data Junha Song Tae Soo Kim Junha Kim Gunhee Nam Thijs Kooi Jaegul Choo 50 1 0 22 Jul 2024
Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model Pascal Schlachter Simon Wagner Bin Yang TTA 43 1 0 19 Jul 2024
HGL: Hierarchical Geometry Learning for Test-time Adaptation in 3D Point Cloud Segmentation Tianpei Zou Sanqing Qu Zhijun Li Alois C. Knoll Lianghua He Guang Chen Changjun Jiang 3DPC 39 1 0 17 Jul 2024
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 CLL TTA 45 2 0 12 Jul 2024
Weakly Supervised Test-Time Domain Adaptation for Object Detection Anh-Dzung Doan Bach Long Nguyen Terry Lim M. Jayawardhana Surabhi Gupta Christophe Guettier Ian Reid Markus Wagner Tat-Jun Chin TTA 29 0 0 08 Jul 2024
Knowledge Composition using Task Vectors with Learned Anisotropic Scaling Frederic Z. Zhang Paul Albert Cristian Rodriguez-Opazo Anton van den Hengel Ehsan Abbasnejad MoMe 55 8 0 03 Jul 2024
Multimodal Data Integration for Precision Oncology: Challenges and Future Directions Huajun Zhou Fengtao Zhou Chenyu Zhao Yingxue Xu Luyang Luo Hao Chen 32 5 0 28 Jun 2024
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 77 1 0 21 Jun 2024
Controlling Forgetting with Test-Time Data in Continual Learning Vaibhav Singh Rahaf Aljundi Eugene Belilovsky CLL VLM KELM 45 3 0 19 Jun 2024
EdgeSync: Faster Edge-model Updating via Adaptive Continuous Learning for Video Data Drift Peng Zhao Runchu Dong Guiqin Wang Cong Zhao 38 1 0 05 Jun 2024
Proxy Denoising for Source-Free Domain Adaptation Song Tang Wenxin Su Mao Ye Jianwei Zhang Xiatian Zhu Xiatian Zhu 67 1 0 03 Jun 2024
Effectiveness of Vision Language Models for Open-world Single Image Test Time Adaptation Manogna Sreenivas Soma Biswas VLM 43 0 0 01 Jun 2024
MANO: Exploiting Matrix Norm for Unsupervised Accuracy Estimation Under Distribution Shifts Renchunzi Xie Ambroise Odonnat Vasilii Feofanov Weijian Deng Jianfeng Zhang Bo An 48 2 0 29 May 2024
Empowering Source-Free Domain Adaptation via MLLM-Guided Reliability-Based Curriculum Learning Dongjie Chen Kartik Patwari Zhengfeng Lai S. Cheung Chen-Nee Chuah Chen-Nee Chuah 47 0 0 28 May 2024
Pursuing Feature Separation based on Neural Collapse for Out-of-Distribution Detection Yingwen Wu Ruiji Yu Xinwen Cheng Zhengbao He Xiaolin Huang OODD 72 1 0 28 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 31 5 0 23 May 2024
Enhanced Online Test-time Adaptation with Feature-Weight Cosine Alignment Weiqin Chuah Ruwan Tennakoon A. Bab-Hadiashar 23 1 0 12 May 2024
Adapting to Distribution Shift by Visual Domain Prompt Generation Zhixiang Chi Li Gu Tao Zhong Huan Liu Yuanhao Yu Konstantinos N Plataniotis Yang Wang VLM OOD 39 7 0 05 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 34 4 0 17 Apr 2024
Uncertainty-guided Open-Set Source-Free Unsupervised Domain Adaptation with Target-private Class Segregation Mattia Litrico Davide Talon Sebastiano Battiato Alessio Del Bue M. Giuffrida Pietro Morerio UQCV 40 0 0 16 Apr 2024
Unified Entropy Optimization for Open-Set Test-Time Adaptation Zhengqing Gao Xu-Yao Zhang Cheng-Lin Liu TTA 37 4 0 09 Apr 2024