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Back to the Source: Diffusion-Driven Test-Time Adaptation

Computer Vision and Pattern Recognition (CVPR), 2022

7 July 2022

Jin Gao

Papers citing "Back to the Source: Diffusion-Driven Test-Time Adaptation"

44 / 44 papers shown

Title
FedSDA: Federated Stain Distribution Alignment for Non-IID Histopathological Image Classification Cheng-Chang Tsai Kai-Wen Cheng Chun-Shien Lu OOD FedML 264 0 0 15 Nov 2025
Mint: A Simple Test-Time Adaptation of Vision-Language Models against Common Corruptions Wenxuan Bao Ruxi Deng Jingrui He VLM 176 0 0 25 Oct 2025
SteeringTTA: Guiding Diffusion Trajectories for Robust Test-Time-Adaptation Jihyun Yu Yoojin Oh Wonho Bae Mingyu Kim Junhyug Noh TTA LLMSV 260 0 0 16 Oct 2025
Purge-Gate: Backpropagation-Free Test-Time Adaptation for Point Clouds Classification via Token Purging Moslem Yazdanpanah Ali Bahri Mehrdad Noori Sahar Dastani G. A. V. Hakim David Osowiechi Ismail Ben Ayed Christian Desrosiers 3DPC TTA 218 1 0 11 Sep 2025
FOCUS: Frequency-Optimized Conditioning of DiffUSion Models for mitigating catastrophic forgetting during Test-Time Adaptation Gabriel Tjio Jie Zhang Xulei Yang Yun Xing N. Chung Xiaofeng Cao Ivor W. Tsang C. Kwoh Qing Guo DiffM AAML 255 0 0 20 Aug 2025
3D Test-time Adaptation via Graph Spectral Driven Point Shift Xin Wei Qin Yang Yijie Fang Mingrui Zhu N. Wang TTA 3DPC 227 0 0 24 Jul 2025
Global Variational Inference Enhanced Robust Domain Adaptation Lingkun Luo Shiqiang Hu Liming Chen OOD 128 0 0 04 Jul 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 374 11 0 27 May 2025
SMART-PC: Skeletal Model Adaptation for Robust Test-Time Training in Point Clouds Ali Bahri Moslem Yazdanpanah Sahar Dastani Mehrdad Noori G. A. V. Hakim David Osowiechi Farzad Beizaee Ismail Ben Ayed Christian Desrosiers 3DPC TTA 169 2 0 26 May 2025
MINGLE: Mixture of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging Zihuan Qiu Yi Xu Chiyuan He Fanman Meng Linfeng Xu Qi Wu Hongliang Li CLL MoMe 364 3 0 17 May 2025
Noise Optimized Conditional Diffusion for Domain AdaptationInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 Lingkun Luo Shiqiang Hu Liming Chen DiffM 238 0 0 12 May 2025
Robo-SGG: Exploiting Layout-Oriented Normalization and Restitution Can Improve Robust Scene Graph Generation Changsheng Lv Mengshi Qi Z. Fu 298 0 0 17 Apr 2025
Defending Against Frequency-Based Attacks with Diffusion Models Fatemeh Amerehi Patrick Healy AAML 224 1 0 15 Apr 2025
Generalizable Image Repair for Robust Visual Control Carson Sobolewski Zhenjiang Mao Kshitij Vejre Ivan Ruchkin 231 0 0 07 Mar 2025
Attention Bootstrapping for Multi-Modal Test-Time AdaptationAAAI Conference on Artificial Intelligence (AAAI), 2025 Yusheng Zhao Junyu Luo Xiao Luo Jinsheng Huang Jingyang Yuan Zhiping Xiao Min Zhang TTA 253 2 0 04 Mar 2025
Model Adaptation: Unsupervised Domain Adaptation without Source DataComputer Vision and Pattern Recognition (CVPR), 2020 Rui Li Qianfen Jiao Wenming Cao Hau-San Wong Si Wu OOD 658 554 0 26 Feb 2025
Beyond Batch Learning: Global Awareness Enhanced Domain AdaptationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Lingkun Luo Shiqiang Hu Liming Chen 455 2 0 10 Feb 2025
Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time AdaptationNeural Information Processing Systems (NeurIPS), 2025 Mingjia Li Shuang Li Tongrui Su Longhui Yuan Jian Liang Wei Li DiffM 230 1 0 03 Jan 2025
Test-Time Adaptation in Point Clouds: Leveraging Sampling Variation with Weight AveragingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Ali Bahri Moslem Yazdanpanah Mehrdad Noori Sahar Dastani Oghani Milad Cheraghalikhani David Osowiech Farzad Beizaee G. A. V. Hakim Ismail ben Ayed Christian Desrosiers 3DPC TTA 362 5 0 31 Dec 2024
Test-Time Adaptation of 3D Point Clouds via Denoising Diffusion ModelsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Hamidreza Dastmalchi Aijun An A. Cheraghian Shafin Rahman Sameera Ramasinghe DiffM TTA 299 5 0 21 Nov 2024
Analytic Continual Test-Time Adaptation for Multi-Modality Corruption Yufei Zhang Yicheng Xu Jianguo Huang Zhiping Lin Xiaofeng Zou Cen Chen Huiping Zhuang TTA 188 1 0 29 Oct 2024
GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain AdaptationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Junyu Luo Yiyang Gu Xiao Luo Wei Ju Zhiping Xiao Yusheng Zhao Jingyang Yuan Ming Zhang 144 19 0 22 Oct 2024
Test-time Adversarial Defense with Opposite Adversarial Path and High Attack Time Cost Cheng-Han Yeh Kuanchun Yu Chun-Shien Lu DiffM AAML 464 1 0 22 Oct 2024
MITA: Bridging the Gap between Model and Data for Test-time Adaptation Yige Yuan Bingbing Xu Teng Xiao Liang Hou Fei Sun Huawei Shen Xueqi Cheng TTA 275 1 0 12 Oct 2024
Towards Unsupervised Blind Face Restoration using Diffusion PriorIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Tianshu Kuai Sina Honari Igor Gilitschenski Alex Levinshtein DiffM 338 0 0 06 Oct 2024
Test-time Adaptation for Regression by Subspace AlignmentInternational Conference on Learning Representations (ICLR), 2024 Kazuki Adachi Shin'ya Yamaguchi Atsutoshi Kumagai Tomoki Hamagami TTA 365 4 0 04 Oct 2024
Text Image Generation for Low-Resource Languages with Dual Translation Learning Chihiro Noguchi Shun Fukuda Shoichiro Mihara Masao Yamanaka DiffM 184 0 0 26 Sep 2024
Bi-TTA: Bidirectional Test-Time Adapter for Remote Physiological MeasurementEuropean Conference on Computer Vision (ECCV), 2024 Haodong Li Hao Lu Ying-Cong Chen 243 9 0 25 Sep 2024
Dual-Path Adversarial Lifting for Domain Shift Correction in Online Test-time AdaptationEuropean Conference on Computer Vision (ECCV), 2024 Yushun Tang Shuoshuo Chen Zhihe Lu Xinchao Wang Zhihai He 324 2 0 26 Aug 2024
CloudFixer: Test-Time Adaptation for 3D Point Clouds via Diffusion-Guided Geometric Transformation Hajin Shim Changhun Kim Eunho Yang TTA 167 10 0 23 Jul 2024
Distribution Alignment for Fully Test-Time Adaptation with Dynamic Online Data Streams Ziqiang Wang Zhixiang Chi Yanan Wu Li Gu Zhi Liu Konstantinos Plataniotis Yang Wang OOD TTA 246 7 0 16 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 151 1 0 08 Jul 2024
Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic Environments Benoît Gérin Anaïs Halin A. Cioppa Maxim Henry Guohao Li Benoît Macq Christophe De Vleeschouwer Marc Van Droogenbroeck TTA 257 2 0 27 Apr 2024
Mitigating the Bias in the Model for Continual Test-Time Adaptation Inseop Chung Kyomin Hwang Jayeon Yoo Nojun Kwak TTA 241 0 0 02 Mar 2024
Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time Adaptation Haoyu Dong Nicholas Konz Han Gu Maciej A. Mazurowski OOD 265 8 0 14 Feb 2024
FoolSDEdit: Deceptively Steering Your Edits Towards Targeted Attribute-aware Distribution Qi Zhou Donghai Hong Tianlin Li Zhihong Xu Yang Liu Kui Ren Wenhai Wang Qing Guo AAML DiffM 163 2 0 06 Feb 2024
TEA: Test-time Energy AdaptationComputer Vision and Pattern Recognition (CVPR), 2023 Yige Yuan Bingbing Xu Liang Hou Fei Sun Huawei Shen Xueqi Cheng TTA VLM 243 25 0 24 Nov 2023
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 312 36 0 31 Oct 2023
Single Image Test-Time Adaptation for Segmentation Klara Janouskova T. Shor Chaim Baskin Jirí Matas TTA OOD 220 3 0 25 Sep 2023
REALM: Robust Entropy Adaptive Loss Minimization for Improved Single-Sample Test-Time AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Skyler Seto B. Theobald Federico Danieli Navdeep Jaitly Dan Busbridge TTA OOD 197 9 0 07 Sep 2023
Fourier Test-time Adaptation with Multi-level Consistency for Robust ClassificationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Yuhao Huang Xin Yang Xiaoqiong Huang Xinrui Zhou Haozhe Chi Haoran Dou Xindi Hu Jian Wang Xuedong Deng Dong Ni TTA 146 12 0 05 Jun 2023
A Survey on the Robustness of Computer Vision Models against Common Corruptions Shunxin Wang Raymond N. J. Veldhuis Christoph Brune N. Strisciuglio OOD VLM 499 22 0 10 May 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution ShiftsInternational Journal of Computer Vision (IJCV), 2023 Jian Liang Ran He Tien-Ping Tan OOD VLM TTA 292 367 0 27 Mar 2023
Adversarial Discriminative Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2017 Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 724 5,009 0 17 Feb 2017