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2012.07297
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Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
14 December 2020
Jian Liang
Dapeng Hu
Yunbo Wang
Ran He
Jiashi Feng
Re-assign community
ArXiv (abs)
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Github (118★)
Papers citing
"Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer"
50 / 153 papers shown
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311
0
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Diffusion-Driven Progressive Target Manipulation for Source-Free Domain Adaptation
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Yabo Chen
Junyu Zhou
Wenrui Dai
Xiaopeng Zhang
Junni Zou
Hongkai Xiong
Qi Tian
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269
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
Consistent Assistant Domains Transformer for Source-free Domain Adaptation
IEEE Transactions on Image Processing (IEEE TIP), 2025
Renrong Shao
Wei Zhang
Kangyang Luo
Qin Li
and Jun Wang
221
0
0
02 Oct 2025
MI-Fuse: Label Fusion for Unsupervised Domain Adaptation with Closed-Source Large-Audio Language Model
Hsiao-Ying Huang
Yi-Cheng Lin
Hung-yi Lee
167
0
0
25 Sep 2025
Online Adaptation via Dual-Stage Alignment and Self-Supervision for Fast-Calibration Brain-Computer Interfaces
Sheng-Bin Duan
Jian-Long Hao
Tian-Yu Xiang
Xiao-Hu Zhou
Mei-Jiang Gui
Xiao-Liang Xie
Shi-Qi Liu
Zeng-Guang Hou
144
0
0
23 Sep 2025
COLA: Context-aware Language-driven Test-time Adaptation
IEEE Transactions on Image Processing (IEEE TIP), 2025
Aiming Zhang
Tianyuan Yu
Liang Bai
Jun Tang
Yanming Guo
Yirun Ruan
Yun Zhou
Zhihe Lu
TTA
VLM
315
0
0
22 Sep 2025
SCoDA: Self-supervised Continual Domain Adaptation
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Snehasis Mukherjee
CLL
TTA
247
0
0
12 Sep 2025
Semi-supervised Deep Transfer for Regression without Domain Alignment
Mainak Biswas
Ambedkar Dukkipati
Devarajan Sridharan
OOD
BDL
169
0
0
05 Sep 2025
Adapt in the Wild: Test-Time Entropy Minimization with Sharpness and Feature Regularization
Shuaicheng Niu
Guohao Chen
Deyu Chen
Yifan Zhang
Jiaxiang Wu
Z. Wen
Yaofo Chen
P. Zhao
Chunyan Miao
Zhuliang Yu
AAML
336
2
0
05 Sep 2025
Domain Adaptation via Feature Refinement
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A. Kamilaris
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162
1
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Learning from Heterogeneous Structural MRI via Collaborative Domain Adaptation for Late-Life Depression Assessment
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Qianqian Wang
Yongheng Sun
C. Wang
Yongquan Liang
Mingxia Liu
197
0
0
30 Jul 2025
Partial Domain Adaptation via Importance Sampling-based Shift Correction
IEEE Transactions on Image Processing (IEEE TIP), 2025
Cheng-Jun Guo
Chuan-Xian Ren
You-Wei Luo
Xiao-Lin Xu
Hong Yan
OOD
290
1
0
27 Jul 2025
Not Only Consistency: Enhance Test-Time Adaptation with Spatio-temporal Inconsistency for Remote Physiological Measurement
Xiao Yang
Jiyao Wang
Yuxuan Fan
Can Liu
Houcheng Su
Weichen Guo
Zitong Yu
Dengbo He
Kaishun Wu
TTA
361
2
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10 Jul 2025
Relating Events and Frames Based on Self-Supervised Learning and Uncorrelated Conditioning for Unsupervised Domain Adaptation
Mohammad Rostami
Dayuan Jian
Ruitong Sun
366
1
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01 Jul 2025
SRPL-SFDA: SAM-Guided Reliable Pseudo-Labels for Source-Free Domain Adaptation in Medical Image Segmentation
Xinya Liu
Jianghao Wu
Ankit Dhiman
Shaoting Zhang
Guotai Wang
MedIm
281
5
0
11 Jun 2025
Temporal Restoration and Spatial Rewiring for Source-Free Multivariate Time Series Domain Adaptation
Knowledge Discovery and Data Mining (KDD), 2025
Peiliang Gong
Yucheng Wang
Min Wu
Zhenghua Chen
Xiaoli Li
Daoqiang Zhang
AI4TS
TTA
341
1
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23 May 2025
Co-STAR: Collaborative Curriculum Self-Training with Adaptive Regularization for Source-Free Video Domain Adaptation
Amirhossein Dadashzadeh
Parsa Esmati
Majid Mirmehdi
TTA
VLM
507
1
0
15 Apr 2025
ViLAaD: Enhancing "Attracting and Dispersing'' Source-Free Domain Adaptation with Vision-and-Language Model
Shuhei Tarashima
Xinqi Shu
Norio Tagawa
VLM
322
1
0
30 Mar 2025
OCRT: Boosting Foundation Models in the Open World with Object-Concept-Relation Triad
Computer Vision and Pattern Recognition (CVPR), 2025
Luyao Tang
Yuxuan Yuan
Chen Chen
Zeyu Zhang
Yue Huang
Kun Zhang
460
5
0
24 Mar 2025
Robust Distribution Alignment for Industrial Anomaly Detection under Distribution Shift
Jingyi Liao
Xun Xu
Yongyi Su
Rong-Cheng Tu
Wenshu Fan
Dacheng Tao
Xulei Yang
OOD
466
4
0
19 Mar 2025
Point-Cache: Test-time Dynamic and Hierarchical Cache for Robust and Generalizable Point Cloud Analysis
Computer Vision and Pattern Recognition (CVPR), 2025
Hongyu Sun
Qiuhong Ke
Ming Cheng
Yanjie Wang
Deying Li
Chenhui Gou
Jianfei Cai
3DPC
487
2
0
15 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
868
571
0
26 Feb 2025
Aggregate to Adapt: Node-Centric Aggregation for Multi-Source-Free Graph Domain Adaptation
The Web Conference (WWW), 2025
Zhen Zhang
Bingsheng He
487
4
0
05 Feb 2025
CASUAL: Conditional Support Alignment for Domain Adaptation with Label Shift
AAAI Conference on Artificial Intelligence (AAAI), 2023
A. Nguyen
Lam C. Tran
Anh Tong
Tuan-Duy H. Nguyen
Toan M. Tran
332
3
0
31 Dec 2024
What Has Been Overlooked in Contrastive Source-Free Domain Adaptation: Leveraging Source-Informed Latent Augmentation within Neighborhood Context
Jing Wang
Wonho Bae
Jiahong Chen
Kuangen Zhang
Leonid Sigal
C. D. Silva
379
7
0
18 Dec 2024
Dynamic Prompt Allocation and Tuning for Continual Test-Time Adaptation
Science China Information Sciences (Sci. China Inf. Sci.), 2024
C. Cui
Yongrui Zhen
Shuai Gong
Chunyun Zhang
Hui Liu
Yilong Yin
OOD
VLM
216
6
0
12 Dec 2024
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram
International Conference on Learning Representations (ICLR), 2024
Mingxi Lei
Chunwei Ma
Meng Ding
Jiuxiang Gu
Ziyun Huang
Jinhui Xu
445
2
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10 Dec 2024
T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIs
IEEE Transactions on Biomedical Engineering (IEEE Trans. Biomed. Eng.), 2023
Siyang Li
Ziwei Wang
Hanbin Luo
L. Ding
Dongrui Wu
428
33
0
10 Dec 2024
Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces
IEEE transactions on neural systems and rehabilitation engineering (IEEE TNSRE), 2024
Tianwang Jia
Lubin Meng
Siyang Li
Jiajing Liu
Dongrui Wu
455
17
0
02 Dec 2024
Generalizing Segmentation Foundation Model Under Sim-to-real Domain-shift for Guidewire Segmentation in X-ray Fluoroscopy
Yuxuan Wen
Evgenia Roussinova
Olivier Brina
Paolo Machi
Mohamed Bouri
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313
2
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Efficient Source-Free Time-Series Adaptation via Parameter Subspace Disentanglement
International Conference on Learning Representations (ICLR), 2024
Gaurav Patel
Christopher Sandino
Behrooz Mahasseni
Ellen L. Zippi
Erdrin Azemi
Ali Moin
Juri Minxha
TTA
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515
6
0
03 Oct 2024
RmGPT: A Foundation Model with Generative Pre-trained Transformer for Fault Diagnosis and Prognosis in Rotating Machinery
IEEE Internet of Things Journal (IEEE IoT J.), 2024
Yilin Wang
Yifei Yu
Kong Sun
Peixuan Lei
Yuxuan Zhang
Enrico Zio
Aiguo Xia
Yuanxiang Li
AI4CE
LM&MA
157
0
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Bi-TTA: Bidirectional Test-Time Adapter for Remote Physiological Measurement
European Conference on Computer Vision (ECCV), 2024
Haodong Li
Hao Lu
Ying-Cong Chen
287
10
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EventDance++: Language-guided Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition
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457
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Bootstrap Segmentation Foundation Model under Distribution Shift via Object-Centric Learning
Luyao Tang
Yuxuan Yuan
Chen Chen
Kunze Huang
Xinghao Ding
Yue Huang
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313
4
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29 Aug 2024
Evidential Graph Contrastive Alignment for Source-Free Blending-Target Domain Adaptation
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Lixian Zhang
Yibin Wen
Jinxiao Zhang
Runmin Dong
Haohuan Fu
493
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Unsupervised Domain Adaption Harnessing Vision-Language Pre-training
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333
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Self-Supervised Learning for Text Recognition: A Critical Survey
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Carlos Peñarrubia
J. J. Valero-Mas
Jorge Calvo-Zaragoza
543
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Guiguang Ding
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Bin Guo
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Yasan Ding
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480
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OT-VP: Optimal Transport-guided Visual Prompting for Test-Time Adaptation
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Akshay Mehra
Jihun Hamm
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371
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Stable Neighbor Denoising for Source-free Domain Adaptive Segmentation
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Shuang Wang
Qi Zang
Licheng Jiao
Andrii Zadaianchuk
Zhun Zhong
266
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Evidentially Calibrated Source-Free Time-Series Domain Adaptation with Temporal Imputation
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Peiliang Gong
Emadeldeen Eldele
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Ruibing Jin
Chuan-Sheng Foo
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Xiaoli Li
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442
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Incremental Pseudo-Labeling for Black-Box Unsupervised Domain Adaptation
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Shangce Gao
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336
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SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network
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Ying Sun
Yijie Xu
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409
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301
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350
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Adversarial Reweighting with
α
α
α
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Xi Yu
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Jian Sun
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387
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26 Apr 2024
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