Contrastive Test-Time Adaptation

21 April 2022

Papers citing "Contrastive Test-Time Adaptation"

50 / 169 papers shown

Title
Test-Time Domain Generalization for Face Anti-Spoofing Qianyu Zhou Ke-Yue Zhang Taiping Yao Xuequan Lu Shouhong Ding Lizhuang Ma TTA CVBM OOD 52 22 0 28 Mar 2024
MedBN: Robust Test-Time Adaptation against Malicious Test Samples Hyejin Park Jeongyeon Hwang Sunung Mun Sangdon Park Jungseul Ok AAML TTA OOD 37 5 0 28 Mar 2024
Backpropagation-free Network for 3D Test-time Adaptation Yanshuo Wang A. Cheraghian Zeeshan Hayder Jie Hong Sameera Ramasinghe Shafin Rahman David Ahmedt-Aristizabal Xuesong Li Lars Petersson Mehrtash Harandi TTA 39 2 0 27 Mar 2024
Efficient Test-Time Adaptation of Vision-Language Models Adilbek Karmanov Dayan Guan Shijian Lu Abdulmotaleb El Saddik Eric P. Xing TTA VLM 19 38 0 27 Mar 2024
Test-time Adaptation Meets Image Enhancement: Improving Accuracy via Uncertainty-aware Logit Switching Shohei Enomoto Naoya Hasegawa Kazuki Adachi Taku Sasaki Shin'ya Yamaguchi Satoshi Suzuki Takeharu Eda OOD UQCV 42 2 0 26 Mar 2024
RetiGen: A Framework for Generalized Retinal Diagnosis Using Multi-View Fundus Images Ze Chen Gongyu Zhang Jiayu Huo Joan Nunez do Rio Charalampos Komninos Yang Liu Rachel Sparks Sebastien Ourselin Christos Bergeles Timothy Jackson 31 0 0 22 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 44 0 0 18 Mar 2024
Uncertainty-Aware Pseudo-Label Filtering for Source-Free Unsupervised Domain Adaptation Xi Chen Haosen Yang Huicong Zhang Hongxun Yao Xiatian Zhu 41 2 0 17 Mar 2024
SF(DA) $^2$ : Source-free Domain Adaptation Through the Lens of Data Augmentation Uiwon Hwang Jonghyun Lee Juhyeon Shin Sungroh Yoon 39 10 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
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
Unified Source-Free Domain Adaptation Song Tang Wenxin Su Mao Ye Jianwei Zhang Xiatian Zhu 93 5 0 12 Mar 2024
COFT-AD: COntrastive Fine-Tuning for Few-Shot Anomaly Detection Jingyi Liao Xun Xu Manh Cuong Nguyen A. Goodge Chuan-Sheng Foo 42 9 0 29 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
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
Channel-Selective Normalization for Label-Shift Robust Test-Time Adaptation Pedro Vianna Muawiz Chaudhary Paria Mehrbod An Tang Guy Cloutier Guy Wolf Michael Eickenberg Eugene Belilovsky OOD 33 3 0 07 Feb 2024
Test-Time Adaptation for Depth Completion Hyoungseob Park Anjali Gupta Alex Wong TTA VLM 32 13 0 05 Feb 2024
Source-Free Unsupervised Domain Adaptation with Hypothesis Consolidation of Prediction Rationale Yangyang Shu Xiaofeng Cao Qi Chen Bowen Zhang Ziqin Zhou Anton Van Den Hengel Lingqiao Liu 26 0 0 02 Feb 2024
COMET: Contrastive Mean Teacher for Online Source-Free Universal Domain Adaptation Pascal Schlachter Bin Yang 29 3 0 31 Jan 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 31 0 0 26 Jan 2024
AdaEmbed: Semi-supervised Domain Adaptation in the Embedding Space A. Mottaghi Mohammad Abdullah Jamal Serena Yeung Omid Mohareri 36 0 0 23 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 40 2 0 15 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 21 2 0 02 Jan 2024
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
Combining inherent knowledge of vision-language models with unsupervised domain adaptation through self-knowledge distillation Thomas Westfechtel Dexuan Zhang Tatsuya Harada VLM 28 2 0 07 Dec 2023
Multi-Modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation Linzi Xing Quan Tran Fabian Caba Franck Dernoncourt Seunghyun Yoon Zhaowen Wang Trung Bui Giuseppe Carenini 46 1 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 43 5 0 30 Nov 2023
Beyond Entropy: Style Transfer Guided Single Image Continual Test-Time Adaptation Younggeol Cho Youngrae Kim Dongman Lee 19 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 24 0 0 29 Nov 2023
Source-Free Domain Adaptation with Frozen Multimodal Foundation Model Song Tang Wenxin Su Mao Ye Xiatian Zhu VLM 33 21 0 27 Nov 2023
TEA: Test-time Energy Adaptation Yige Yuan Bingbing Xu Liang Hou Fei Sun Huawei Shen Xueqi Cheng TTA VLM 34 8 0 24 Nov 2023
Domain Generalization of 3D Object Detection by Density-Resampling Shuangzhi Li Lei Ma Xingyu Li 3DPC 29 4 0 17 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 32 7 0 10 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 27 22 0 29 Oct 2023
A Chebyshev Confidence Guided Source-Free Domain Adaptation Framework for Medical Image Segmentation Jiesi Hu Yanwu Yang Xutao Guo Jinghua Wang Heather Ting Ma MedIm 41 1 0 27 Oct 2023
Rethinking Class-incremental Learning in the Era of Large Pre-trained Models via Test-Time Adaptation Imad Eddine Marouf Subhankar Roy Enzo Tartaglione Stéphane Lathuilière CLL 29 3 0 17 Oct 2023
Towards Unified and Effective Domain Generalization Yiyuan Zhang Kaixiong Gong Xiaohan Ding Kaipeng Zhang Fangrui Lv Kurt Keutzer Xiangyu Yue AI4CE OOD FedML 37 4 0 16 Oct 2023
Activate and Reject: Towards Safe Domain Generalization under Category Shift Chaoqi Chen Luyao Tang Leitian Tao Hong-Yu Zhou Yue Huang Xiaoguang Han Yizhou Yu OOD 34 10 0 07 Oct 2023
Generalized Robust Test-Time Adaptation in Continuous Dynamic Scenarios Shuangliang Li Longhui Yuan Binhui Xie Tao Yang TTA 22 2 0 07 Oct 2023
Continual Test-time Domain Adaptation via Dynamic Sample Selection Yanshuo Wang Jie Hong A. Cheraghian Shafin Rahman David Ahmedt-Aristizabal Lars Petersson Mehrtash Harandi TTA 25 15 0 05 Oct 2023
DARTH: Holistic Test-time Adaptation for Multiple Object Tracking Mattia Segu Bernt Schiele Fisher Yu TTA 30 13 0 03 Oct 2023
VPA: Fully Test-Time Visual Prompt Adaptation Jiachen Sun Mark Ibrahim Melissa Hall Ivan Evtimov Z. Morley Mao Cristian Canton Ferrer C. Hazirbas VLM 43 6 0 26 Sep 2023
Towards Real-World Test-Time Adaptation: Tri-Net Self-Training with Balanced Normalization Yongyi Su Xun Xu Kui Jia TTA 79 23 0 26 Sep 2023
Single Image Test-Time Adaptation for Segmentation Klara Janouskova T. Shor Chaim Baskin Jirí Matas TTA OOD 40 3 0 25 Sep 2023
Distribution-Aware Continual Test-Time Adaptation for Semantic Segmentation Jiayin Ni Senqiao Yang Ran Xu Jiaming Liu Xiaoqi Li Wenyu Jiao Zehui Chen Yi Liu Shanghang Zhang TTA 35 7 0 24 Sep 2023
Order-preserving Consistency Regularization for Domain Adaptation and Generalization Mengmeng Jing Xiantong Zhen Jingjing Li Cees G. M. Snoek 27 4 0 23 Sep 2023