Papers citing 'Safe Self-Refinement for Transformer-based Domain Adaptation'

Title
Mitigating Negative Transfer via Reducing Environmental Disagreement Hui Sun Zheng Xie Hao He Ming Li 60 0 0 28 Oct 2025
Attention Residual Fusion Network with Contrast for Source-free Domain Adaptation Renrong Shao Wei Zhang Jun Wang 88 0 0 25 Oct 2025
Semantic Relation-Enhanced CLIP Adapter for Domain Adaptive Zero-Shot Learning Jiaao Yu Mingjie Han Jinkun Jiang Junyu Dong Tao Gong Man Lan VLM 81 0 0 21 Oct 2025
VirDA: Reusing Backbone for Unsupervised Domain Adaptation with Visual Reprogramming D. Nguyen D. Nguyen 130 0 0 02 Oct 2025
Consistent Assistant Domains Transformer for Source-free Domain AdaptationIEEE Transactions on Image Processing (IEEE TIP), 2025 Renrong Shao Wei Zhang Kangyang Luo Qin Li and Jun Wang 84 0 0 02 Oct 2025
Feature-Space Planes Searcher: A Universal Domain Adaptation Framework for Interpretability and Computational Efficiency Zhitong Cheng Yiran Jiang Yulong Ge Yufeng Li Zhongheng Qin Rongzhi Lin Jianwei Ma 72 0 0 26 Aug 2025
Unified modality separation: A vision-language framework for unsupervised domain adaptationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Xinyao Li Jingjing Li Zhekai Du Lei Zhu Heng Tao Shen VLM 118 1 0 07 Aug 2025
Simulations of Common Unsupervised Domain Adaptation Algorithms for Image ClassificationIEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2025 Ahmad Chaddad Yihang Wu Yuchen Jiang Ahmed Bouridane Christian Desrosiers 314 5 0 15 Feb 2025
WeatherDG: LLM-assisted Diffusion Model for Procedural Weather Generation in Domain-Generalized Semantic Segmentation Chenghao Qian Yuhu Guo Yuhong Mo Wenjing Li DiffM 267 2 0 31 Dec 2024
Semantically Guided Action Anticipation Anxhelo Diko Antonino Furnari Luigi Cinque G. Farinella 819 0 0 23 Nov 2024
Recall and Refine: A Simple but Effective Source-free Open-set Domain Adaptation Framework Ismail Nejjar Hao Dong Olga Fink TTA BDL 298 6 0 19 Nov 2024
Learning from Different Samples: A Source-free Framework for Semi-supervised Domain Adaptation Xinyang Huang Chuang Zhu Bowen Zhang Shanghang Zhang 183 2 0 11 Nov 2024
Feature Fusion Transferability Aware Transformer for Unsupervised Domain AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Xiaowei Yu Zhe Huang Zao Zhang ViT 189 8 0 10 Nov 2024
BiPC: Bidirectional Probability Calibration for Unsupervised Domain AdaptionExpert systems with applications (ESWA), 2024 Wenlve Zhou Zhiheng Zhou Junyuan Shang Chang Niu Mingyue Zhang Xiyuan Tao Tianlei Wang 228 1 0 29 Sep 2024
Generalizable Facial Expression RecognitionEuropean Conference on Computer Vision (ECCV), 2024 Yuhang Zhang Xiuqi Zheng Chenyi Liang Jiani Hu Weihong Deng VLM 138 12 0 20 Aug 2024
Unsupervised Domain Adaption Harnessing Vision-Language Pre-training Wenlve Zhou Zhiheng Zhou VLM 237 20 0 05 Aug 2024
Gradient Harmonization in Unsupervised Domain AdaptationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Fuxiang Huang Suqi Song Lei Zhang 182 9 0 01 Aug 2024
Contrastive Adversarial Training for Unsupervised Domain Adaptation Jiahong Chen Zhilin Zhang Lucy Li Behzad Shahrasbi Arjun Mishra 137 1 0 17 Jul 2024
CLIP the Divergence: Language-guided Unsupervised Domain Adaptation Jinjing Zhu Yucheng Chen Lin Wang VLM 185 6 0 01 Jul 2024
ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts Samar Khanna Medhanie Irgau David B. Lobell Stefano Ermon VLM 507 14 0 16 Jun 2024
Vision Transformers in Domain Adaptation and Generalization: A Study of Robustness Shadi Alijani Jamil Fayyad Homayoun Najjaran OOD 268 28 0 05 Apr 2024
Split to Merge: Unifying Separated Modalities for Unsupervised Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2024 Xinyao Li Yuke Li Zhekai Du Fengling Li Ke Lu Jingjing Li VLM 185 15 0 11 Mar 2024
Tell, Don't Show!: Language Guidance Eases Transfer Across Domains in Images and VideosInternational Conference on Machine Learning (ICML), 2024 Tarun Kalluri Bodhisattwa Prasad Majumder Manmohan Chandraker VLM 268 7 0 08 Mar 2024
Agile Multi-Source-Free Domain AdaptationAAAI Conference on Artificial Intelligence (AAAI), 2024 Xinyao Li Jingjing Li Fengling Li Lei Zhu Ke Lu 174 17 0 08 Mar 2024
Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation Zhekai Du Xinyao Li Fengling Li Ke Lu Lei Zhu Jingjing Li 148 43 0 05 Mar 2024
Uncertainty-Guided Alignment for Unsupervised Domain Adaptation in Regression Ismail Nejjar Gaetan Frusque Florent Forest Olga Fink EDL 204 4 0 24 Jan 2024
Merging Vision Transformers from Different Tasks and Domains Peng Ye Chenyu Huang Mingzhu Shen Tao Chen Yongqi Huang Yuning Zhang Wanli Ouyang MoMe 173 16 0 25 Dec 2023
DomainForensics: Exposing Face Forgery across Domains via Bi-directional Adaptation Qingxuan Lv Yuezun Li Junyu Dong Sheng Chen Hui Yu Huiyu Zhou Shu Zhang AAML 170 11 0 17 Dec 2023
Prompt-based Distribution Alignment for Unsupervised Domain AdaptationAAAI Conference on Artificial Intelligence (AAAI), 2023 Shuanghao Bai Min Zhang Wanqi Zhou Siteng Huang Zhirong Luan Donglin Wang Badong Chen OOD VLM 189 75 0 15 Dec 2023
Combining inherent knowledge of vision-language models with unsupervised domain adaptation through self-knowledge distillation Thomas Westfechtel Dexuan Zhang Tatsuya Harada VLM 203 3 0 07 Dec 2023
Aligning Non-Causal Factors for Transformer-Based Source-Free Domain AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Sunandini Sanyal Ashish Ramayee Asokan Suvaansh Bhambri YM Pradyumna Akshay Ravindra Kulkarni Jogendra Nath Kundu R. V. Babu CML 183 6 0 27 Nov 2023
NoisyNN: Exploring the Impact of Information Entropy Change in Learning Systems Xiao-Xing Yu Zhe Huang Yao Xue L. Zhang Li Wang D. Zhu 244 6 0 19 Sep 2023
Domain-Specificity Inducing Transformers for Source-Free Domain AdaptationIEEE International Conference on Computer Vision (ICCV), 2023 Sunandini Sanyal Ashish Ramayee Asokan Suvaansh Bhambri Akshay Ravindra Kulkarni Jogendra Nath Kundu R. Venkatesh Babu ViT 149 18 0 27 Aug 2023
AD-CLIP: Adapting Domains in Prompt Space Using CLIP Mainak Singha Harsh Pal Ankit Jha Biplab Banerjee VLM 149 77 0 10 Aug 2023
Incorporating Pre-training Data Matters in Unsupervised Domain AdaptationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Yinsong Xu Aidong Men Yang Liu Xiahai Zhuang Qingchao Chen 203 3 0 06 Aug 2023
Model-Contrastive Federated Domain Adaptation Chang’an Yi Haotian Chen Yonghui Xu Yifan Zhang MedIm FedML 157 0 0 07 May 2023
EDAPS: Enhanced Domain-Adaptive Panoptic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Suman Saha Lukas Hoyer Anton Obukhov Dengxin Dai Luc Van Gool 243 17 0 27 Apr 2023
Universal Domain Adaptation via Compressive Attention MatchingIEEE International Conference on Computer Vision (ICCV), 2023 Didi Zhu Yincuan Li Junkun Yuan Zexi Li Kun Kuang Chao Wu 216 25 0 24 Apr 2023
AGI for Agriculture Guoyu Lu Sheng Li Gengchen Mai Jin Sun Dajiang Zhu ... R. Xu Daniel Petti Changying Li Tianming Liu Changying Li AI4CE 182 21 0 12 Apr 2023
Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game PerspectiveComputer Vision and Pattern Recognition (CVPR), 2023 Jinjing Zhu Haotian Bai Lin Wang ViT 212 99 0 23 Mar 2023
Distribution Aligned Diffusion and Prototype-guided network for Unsupervised Domain Adaptive Segmentation Haipeng Zhou Lei Zhu Yuyin Zhou DiffM MedIm 202 4 0 22 Mar 2023
Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and BeyondAAAI Conference on Artificial Intelligence (AAAI), 2023 Thanh Tien Vu Baochen Sun Bodi Yuan Alex Ngai Yueqi Li Jan-Michael Frahm 267 6 0 18 Mar 2023
Semantic-aware Message Broadcasting for Efficient Unsupervised Domain AdaptationIEEE Transactions on Image Processing (IEEE TIP), 2022 Xin Li Cuiling Lan Guoqiang Wei Zhibo Chen 159 6 0 06 Dec 2022
MIC: Masked Image Consistency for Context-Enhanced Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2022 Lukas Hoyer Dengxin Dai Haoran Wang Luc Van Gool 338 309 0 02 Dec 2022
Consecutive Knowledge Meta-Adaptation Learning for Unsupervised Medical DiagnosisKnowledge-Based Systems (KBS), 2022 Yumin Zhang Yawen Hou Xiuyi Chen Hongyuan Yu Long Xia CLL OOD 150 3 0 21 Sep 2022
Local Context-Aware Active Domain AdaptationIEEE International Conference on Computer Vision (ICCV), 2022 Tao Sun Cheng Lu Haibin Ling 192 11 0 26 Aug 2022
Domain Adaptation with Adversarial Training on Penultimate ActivationsAAAI Conference on Artificial Intelligence (AAAI), 2022 Tao Sun Cheng Lu Haibin Ling 184 21 0 26 Aug 2022
Prior Knowledge Guided Unsupervised Domain AdaptationEuropean Conference on Computer Vision (ECCV), 2022 Tao Sun Cheng Lu Haibin Ling 118 35 0 18 Jul 2022
Pick up the PACE: Fast and Simple Domain Adaptation via Ensemble Pseudo-Labeling Christopher Liao Theodoros Tsiligkaridis Brian Kulis VLM TTA OOD 132 3 0 26 May 2022
Maximizing Conditional Independence for Unsupervised Domain AdaptationScience China Information Sciences (Sci. China Inf. Sci.), 2022 Yiqiang Zhai You-Wei Luo 143 4 0 07 Mar 2022