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2406.01658
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Proxy Denoising for Source-Free Domain Adaptation
3 June 2024
Song Tang
Wenxin Su
Mao Ye
Jianwei Zhang
Xiatian Zhu
Xiatian Zhu
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Papers citing
"Proxy Denoising for Source-Free Domain Adaptation"
50 / 59 papers shown
Collaborative Learning with Multiple Foundation Models for Source-Free Domain Adaptation
Huisoo Lee
Jisu Han
Hyunsouk Cho
Wonjun Hwang
TTA
VLM
AI4CE
314
0
0
24 Nov 2025
Diffusion-Driven Progressive Target Manipulation for Source-Free Domain Adaptation
Yuyang Huang
Yabo Chen
Junyu Zhou
Wenrui Dai
Xiaopeng Zhang
Junni Zou
Hongkai Xiong
Qi Tian
TTA
285
0
0
29 Oct 2025
Attention Residual Fusion Network with Contrast for Source-free Domain Adaptation
Renrong Shao
Wei Zhang
Jun Wang
179
0
0
25 Oct 2025
Deciphering Invariant Feature Decoupling in Source-free Time Series Forecasting with Proxy Denoising
Kangjia Yan
Chenxi Liu
Hao Miao
Xinle Wu
Yan Zhao
Chenjuan Guo
Bin Yang
AI4TS
223
0
0
07 Oct 2025
A Tale of Two Experts: Cooperative Learning for Source-Free Unsupervised Domain Adaptation
Jiaping Yu
Muli Yang
Jiapeng Ji
Jiexi Yan
Cheng Deng
212
0
0
26 Sep 2025
CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey
Jindong Li
Yongqian Li
Yali Fu
Jiahong Liu
Yixin Liu
Menglin Yang
Irwin King
VLM
386
7
0
19 Apr 2025
ViLAaD: Enhancing "Attracting and Dispersing'' Source-Free Domain Adaptation with Vision-and-Language Model
Shuhei Tarashima
Xinqi Shu
Norio Tagawa
VLM
330
2
0
30 Mar 2025
Model Adaptation: Unsupervised Domain Adaptation without Source Data
Computer Vision and Pattern Recognition (CVPR), 2020
Rui Li
Qianfen Jiao
Wenming Cao
Hau-San Wong
Si Wu
OOD
884
572
0
26 Feb 2025
Unified Source-Free Domain Adaptation
Song Tang
Wenxin Su
Mao Ye
Jianwei Zhang
Xiatian Zhu
555
8
0
12 Mar 2024
Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation
Zhekai Du
Xinyao Li
Fengling Li
Ke Lu
Lei Zhu
Jingjing Li
262
61
0
05 Mar 2024
Prompt-based Distribution Alignment for Unsupervised Domain Adaptation
AAAI Conference on Artificial Intelligence (AAAI), 2023
Shuanghao Bai
Min Zhang
Wanqi Zhou
Siteng Huang
Zhirong Luan
Donglin Wang
Badong Chen
OOD
VLM
395
96
0
15 Dec 2023
Source-Free Domain Adaptation with Frozen Multimodal Foundation Model
Computer Vision and Pattern Recognition (CVPR), 2023
Song Tang
Wenxin Su
Mao Ye
Xiatian Zhu
VLM
527
73
0
27 Nov 2023
Domain-Specificity Inducing Transformers for Source-Free Domain Adaptation
IEEE International Conference on Computer Vision (ICCV), 2023
Sunandini Sanyal
Ashish Ramayee Asokan
Suvaansh Bhambri
Akshay Ravindra Kulkarni
Jogendra Nath Kundu
R. Venkatesh Babu
ViT
248
23
0
27 Aug 2023
AD-CLIP: Adapting Domains in Prompt Space Using CLIP
Mainak Singha
Harsh Pal
Ankit Jha
Biplab Banerjee
VLM
298
93
0
10 Aug 2023
FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image Segmentation
IEEE Transactions on Medical Imaging (TMI), 2023
Yan Wang
Jian Cheng
Yixin Chen
Shuai Shao
Lanyun Zhu
Zhenzhou Wu
Tianming Liu
Haogang Zhu
OOD
MedIm
443
50
0
26 Apr 2023
Guiding Pseudo-labels with Uncertainty Estimation for Source-free Unsupervised Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2023
Mattia Litrico
Alessio Del Bue
Pietro Morerio
UQCV
479
117
0
07 Mar 2023
Towards Stable Test-Time Adaptation in Dynamic Wild World
International Conference on Learning Representations (ICLR), 2023
Shuaicheng Niu
Jiaxiang Wu
Yifan Zhang
Z. Wen
Yaofo Chen
P. Zhao
Zhuliang Yu
TTA
501
456
0
24 Feb 2023
When Source-Free Domain Adaptation Meets Learning with Noisy Labels
International Conference on Learning Representations (ICLR), 2023
L. Yi
Gezheng Xu
Pengcheng Xu
Jiaqi Li
Ruizhi Pu
Charles Ling
A. McLeod
Boyu Wang
409
65
0
31 Jan 2023
Reproducible scaling laws for contrastive language-image learning
Computer Vision and Pattern Recognition (CVPR), 2022
Mehdi Cherti
Romain Beaumont
Ross Wightman
Mitchell Wortsman
Gabriel Ilharco
Cade Gordon
Christoph Schuhmann
Ludwig Schmidt
J. Jitsev
VLM
CLIP
733
1,326
0
14 Dec 2022
CoNMix for Source-free Single and Multi-target Domain Adaptation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Vikash Kumar
Rohit Lal
Himanshu Patil
Anirban Chakraborty
TTA
230
34
0
07 Nov 2022
Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP
Computer Vision and Pattern Recognition (CVPR), 2022
Feng Liang
Bichen Wu
Xiaoliang Dai
Kunpeng Li
Yinan Zhao
Hang Zhang
Peizhao Zhang
Peter Vajda
Diana Marculescu
CLIP
VLM
833
703
0
09 Oct 2022
Uncertainty-guided Source-free Domain Adaptation
European Conference on Computer Vision (ECCV), 2022
Subhankar Roy
Martin Trapp
Andrea Pilzer
Arno Solin
Andrii Zadaianchuk
Elisa Ricci
Arno Solin
EDL
TTA
UQLM
UQCV
299
79
0
16 Aug 2022
Balancing Discriminability and Transferability for Source-Free Domain Adaptation
International Conference on Machine Learning (ICML), 2022
Jogendra Nath Kundu
Akshay Ravindra Kulkarni
Suvaansh Bhambri
Deepesh Mehta
Shreyas Kulkarni
Varun Jampani
R. Venkatesh Babu
TTA
257
109
0
16 Jun 2022
Confidence Score for Source-Free Unsupervised Domain Adaptation
International Conference on Machine Learning (ICML), 2022
Jonghyun Lee
Dahuin Jung
Junho Yim
Sung-Hoon Yoon
TTA
265
94
0
14 Jun 2022
Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation
Neural Information Processing Systems (NeurIPS), 2022
Shiqi Yang
Yaxing Wang
Kai Wang
Shangling Jui
Joost van de Weijer
441
184
0
09 May 2022
Source-Free Domain Adaptation via Distribution Estimation
Computer Vision and Pattern Recognition (CVPR), 2022
Ning Ding
Yixing Xu
Yehui Tang
Chao Xu
Yunhe Wang
Dacheng Tao
TTA
242
157
0
24 Apr 2022
Contrastive Test-Time Adaptation
Computer Vision and Pattern Recognition (CVPR), 2022
Dian Chen
Yi Xu
Trevor Darrell
Sayna Ebrahimi
TTA
262
374
0
21 Apr 2022
Robust Cross-Modal Representation Learning with Progressive Self-Distillation
Computer Vision and Pattern Recognition (CVPR), 2022
A. Andonian
Shixing Chen
Raffay Hamid
VLM
323
72
0
10 Apr 2022
Efficient Test-Time Model Adaptation without Forgetting
International Conference on Machine Learning (ICML), 2022
Shuaicheng Niu
Jiaxiang Wu
Yifan Zhang
Yaofo Chen
S. Zheng
P. Zhao
Zhuliang Yu
OOD
VLM
TTA
457
574
0
06 Apr 2022
Continual Test-Time Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2022
Qin Wang
Olga Fink
Luc Van Gool
Dengxin Dai
OOD
TTA
437
649
0
25 Mar 2022
Visual Prompt Tuning
European Conference on Computer Vision (ECCV), 2022
Menglin Jia
Luming Tang
Bor-Chun Chen
Claire Cardie
Serge Belongie
Bharath Hariharan
Ser-Nam Lim
VLM
VPVLM
764
2,478
0
23 Mar 2022
Domain Generalization by Mutual-Information Regularization with Pre-trained Models
European Conference on Computer Vision (ECCV), 2022
Junbum Cha
Kyungjae Lee
Sungrae Park
Sanghyuk Chun
OOD
443
180
0
21 Mar 2022
Domain Adaptation via Prompt Learning
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Chunjiang Ge
Rui Huang
Mixue Xie
Zihang Lai
Shiji Song
Shuang Li
Gao Huang
VPVLM
VLM
327
239
0
14 Feb 2022
Grounded Language-Image Pre-training
Liunian Harold Li
Pengchuan Zhang
Haotian Zhang
Jianwei Yang
Chunyuan Li
...
Lu Yuan
Lei Zhang
Lei Li
Kai-Wei Chang
Jianfeng Gao
ObjD
VLM
586
1,572
0
07 Dec 2021
CRIS: CLIP-Driven Referring Image Segmentation
Zhaoqing Wang
Yu Lu
Qiang Li
Xunqiang Tao
Yan Guo
Ming Gong
Tongliang Liu
VLM
610
495
0
30 Nov 2021
A Prototype-Oriented Framework for Unsupervised Domain Adaptation
Neural Information Processing Systems (NeurIPS), 2021
Korawat Tanwisuth
Xinjie Fan
Huangjie Zheng
Shujian Zhang
A. Leon-Garcia
Bo Chen
Mingyuan Zhou
416
127
0
22 Oct 2021
Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation
Neural Information Processing Systems (NeurIPS), 2021
Shiqi Yang
Yaxing Wang
Joost van de Weijer
Luis Herranz
Shangling Jui
TTA
487
332
0
08 Oct 2021
Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data
Jiaxing Huang
Dayan Guan
Aoran Xiao
Shijian Lu
952
280
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07 Oct 2021
EfficientCLIP: Efficient Cross-Modal Pre-training by Ensemble Confident Learning and Language Modeling
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Haofan Wang
Jincan Deng
Weijia Wu
Debing Zhang
VLM
CLIP
257
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10 Sep 2021
Generation, augmentation, and alignment: A pseudo-source domain based method for source-free domain adaptation
Machine-mediated learning (ML), 2021
Yuntao Du
Haiyang Yang
Mingcai Chen
Juan Jiang
Hongtao Luo
Chongjun Wang
TTA
261
41
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09 Sep 2021
Learning to Prompt for Vision-Language Models
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Jingkang Yang
Chen Change Loy
Ziwei Liu
VPVLM
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3,744
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02 Sep 2021
Generalized Source-free Domain Adaptation
Shiqi Yang
Yaxing Wang
Joost van de Weijer
Luis Herranz
Shangling Jui
TTA
445
318
0
03 Aug 2021
Nearest Neighborhood-Based Deep Clustering for Source Data-absent Unsupervised Domain Adaptation
Song Tang
Yan Yang
Zhiyuan Ma
Norman Hendrich
Fanyu Zeng
Shiwei Gan
Changshui Zhang
Jianwei Zhang
OOD
361
18
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27 Jul 2021
Unsupervised Multi-source Domain Adaptation Without Access to Source Data
Computer Vision and Pattern Recognition (CVPR), 2021
Sk. Miraj Ahmed
Dripta S. Raychaudhuri
S. Paul
Samet Oymak
Amit K. Roy-Chowdhury
227
151
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05 Apr 2021
VDM-DA: Virtual Domain Modeling for Source Data-free Domain Adaptation
Jiayi Tian
Jing Zhang
Wen Li
Dong Xu
TTA
173
125
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26 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision
International Conference on Machine Learning (ICML), 2021
Alec Radford
Jong Wook Kim
Chris Hallacy
Aditya A. Ramesh
Gabriel Goh
...
Amanda Askell
Pamela Mishkin
Jack Clark
Gretchen Krueger
Ilya Sutskever
CLIP
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2.2K
47,325
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26 Feb 2021
Self-Supervised Noisy Label Learning for Source-Free Unsupervised Domain Adaptation
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021
Weijie Chen
Luojun Lin
Shicai Yang
Di Xie
Shiliang Pu
Yueting Zhuang
Wenqi Ren
NoLa
SSL
255
69
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23 Feb 2021
Domain Impression: A Source Data Free Domain Adaptation Method
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
V. Kurmi
Venkatesh Subramanian
Vinay P. Namboodiri
TTA
411
176
0
17 Feb 2021
Hypothesis Disparity Regularized Mutual Information Maximization
AAAI Conference on Artificial Intelligence (AAAI), 2020
Qicheng Lao
Xiang Jiang
Mohammad Havaei
225
26
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15 Dec 2020
Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation
International Conference on Machine Learning (ICML), 2020
Jian Liang
Dapeng Hu
Jiashi Feng
726
1,598
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20 Feb 2020
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