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2103.13814
Cited By
Dynamic Weighted Learning for Unsupervised Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2021
22 March 2021
Ning Xiao
Lei Zhang
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Papers citing
"Dynamic Weighted Learning for Unsupervised Domain Adaptation"
50 / 56 papers shown
Unsupervised Robust Domain Adaptation: Paradigm, Theory and Algorithm
Fuxiang Huang
Xiaowei Fu
Shiyu Ye
Lina Ma
Wen Li
Xinbo Gao
David C. Zhang
Lei Zhang
AAML
OOD
252
0
0
14 Nov 2025
A Survey of Generalization of Graph Anomaly Detection: From Transfer Learning to Foundation Models
Junjun Pan
Y. Zheng
Yue Tan
Yixin Liu
125
4
0
08 Sep 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
107
0
0
26 Aug 2025
Cross-Domain Diffusion with Progressive Alignment for Efficient Adaptive Retrieval
IEEE Transactions on Image Processing (IEEE TIP), 2025
Junyu Luo
Yusheng Zhao
Xiao Luo
Zhiping Xiao
Wei Ju
Li Shen
Dacheng Tao
Ming Zhang
DiffM
366
3
0
20 May 2025
Adaptive Weighted Parameter Fusion with CLIP for Class-Incremental Learning
Jiaxin Guo
Xiaoguang Zhu
Liangyu Teng
Hao Yang
Qingbin Liu
Yi Liu
Liang Song
CLL
VLM
253
2
0
25 Mar 2025
Channel Adaptation for Speaker Verification Using Optimal Transport with Pseudo Label
Wenhao Yang
Jianguo Wei
Wenhuan Lu
Lei Li
Xugang Lu
OT
282
0
0
14 Sep 2024
Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation
AAAI Conference on Artificial Intelligence (AAAI), 2024
Ziyang Chen
Yiwen Ye
Yongsheng Pan
Yong Xia
232
6
0
14 Aug 2024
Multi-Source EEG Emotion Recognition via Dynamic Contrastive Domain Adaptation
Biomedical Signal Processing and Control (BSPC), 2024
Yun Xiao
Yimeng Zhang
Xiaopeng Peng
Shuzheng Han
Xia Zheng
Dingyi Fang
Xiaojiang Chen
182
11
0
04 Aug 2024
Gradient Harmonization in Unsupervised Domain Adaptation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Fuxiang Huang
Suqi Song
Lei Zhang
240
10
0
01 Aug 2024
Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo Labeling
Haoran Li
Xingjian Li
Jiahua Shi
Huaming Chen
Bo Du
Daisuke Kihara
Johan Barthélemy
Jun Shen
Min Xu
352
3
0
25 Jun 2024
Geometric Understanding of Discriminability and Transferability for Visual Domain Adaptation
You-Wei Luo
Chuan-Xian Ren
Xiao-Lin Xu
Qingshan Liu
208
5
0
24 Jun 2024
"Forgetting" in Machine Learning and Beyond: A Survey
Alyssa Shuang Sha
Bernardo Pereira Nunes
Armin Haller
MU
KELM
296
2
0
31 May 2024
A Weight-aware-based Multi-source Unsupervised Domain Adaptation Method for Human Motion Intention Recognition
Xiao-Yin Liu
Guo-Tao Li
Xiao-Hu Zhou
Xu Liang
Zeng-Guang Hou
354
10
0
19 Apr 2024
A Short Survey on Importance Weighting for Machine Learning
Masanari Kimura
H. Hino
252
11
0
15 Mar 2024
A Fourier Transform Framework for Domain Adaptation
Chinese Conference on Pattern Recognition and Computer Vision (CPRCV), 2024
Le Luo
Bingrong Xu
Qingyong Zhang
Cheng Lian
Jie Luo
179
2
0
12 Mar 2024
AdaEmbed: Semi-supervised Domain Adaptation in the Embedding Space
A. Mottaghi
Mohammad Abdullah Jamal
Serena Yeung
Omid Mohareri
170
1
0
23 Jan 2024
Unsupervised Domain Adaptation Using Compact Internal Representations
Mohammad Rostami
295
1
0
14 Jan 2024
Open Compound Domain Adaptation with Object Style Compensation for Semantic Segmentation
Neural Information Processing Systems (NeurIPS), 2023
Tingliang Feng
Hong Shi
Xueyang Liu
Wei Feng
Jie Wang
Yanlin Zhou
Di Lin
263
10
0
28 Sep 2023
Exploring Flat Minima for Domain Generalization with Large Learning Rates
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
Jian Zhang
Lei Qi
Yinghuan Shi
Yang Gao
203
7
0
12 Sep 2023
Unsupervised Domain Adaptation via Domain-Adaptive Diffusion
IEEE Transactions on Image Processing (IEEE TIP), 2023
Duo Peng
Qiuhong Ke
Yinjie Lei
Jing Liu
DiffM
166
23
0
26 Aug 2023
Learning Fine-Grained Features for Pixel-wise Video Correspondences
IEEE International Conference on Computer Vision (ICCV), 2023
Rui Li
Shenglong Zhou
Dong Liu
223
7
0
06 Aug 2023
Incorporating Pre-training Data Matters in Unsupervised Domain Adaptation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Yinsong Xu
Aidong Men
Yang Liu
Xiahai Zhuang
Qingchao Chen
313
3
0
06 Aug 2023
Deep learning for unsupervised domain adaptation in medical imaging: Recent advancements and future perspectives
S. Kumari
Pravendra Singh
OOD
275
48
0
18 Jul 2023
CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification
International Conference on Machine Learning (ICML), 2023
Nan Yin
Libin Shen
Mengzhu Wang
L. Lan
Zeyu Ma
C. L. Philip Chen
Xiansheng Hua
Xiao Luo
455
59
0
08 Jun 2023
Exploring Few-Shot Adaptation for Activity Recognition on Diverse Domains
Kunyu Peng
Di Wen
David Schneider
Kailai Li
Kailun Yang
M. Sarfraz
Rainer Stiefelhagen
Alina Roitberg
335
3
0
15 May 2023
Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game Perspective
Computer Vision and Pattern Recognition (CVPR), 2023
Jinjing Zhu
Haotian Bai
Lin Wang
ViT
246
103
0
23 Mar 2023
Industrial Scene Change Detection using Deep Convolutional Neural Networks
Ali Atghaei
Ehsan Rahnama
Kiavash Azimi
Hassan Shahbazi
142
1
0
29 Dec 2022
Cross-Domain Graph Anomaly Detection via Anomaly-aware Contrastive Alignment
AAAI Conference on Artificial Intelligence (AAAI), 2022
Qizhou Wang
Guansong Pang
Mahsa Salehi
Wray Buntine
C. Leckie
163
40
0
02 Dec 2022
Modeling Hierarchical Structural Distance for Unsupervised Domain Adaptation
Yingxue Xu
Guihua Wen
Yang Hu
Pei Yang
OT
291
6
0
21 Nov 2022
Domain Adaptive Object Detection for Autonomous Driving under Foggy Weather
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Jinlong Li
Runsheng Xu
Jin Ma
Q. Zou
Jiaqi Ma
Hongkai Yu
TTA
224
121
0
27 Oct 2022
Meta Input: How to Leverage Off-the-Shelf Deep Neural Networks
Minsu Kim
Youngjoon Yu
Sungjune Park
Y. Ro
OOD
132
0
0
21 Oct 2022
Increasing Model Generalizability for Unsupervised Domain Adaptation
Mohammad Rostami
207
4
0
29 Sep 2022
Provably Uncertainty-Guided Universal Domain Adaptation
Yifan Wang
Lin Zhang
Ran Song
Paul L. Rosin
Yibin Li
Wei Emma Zhang
OOD
UQCV
688
0
0
19 Sep 2022
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation
Neural Information Processing Systems (NeurIPS), 2022
Lin Chen
Zhixiang Wei
Xin Jin
Wei Xu
Miao Zheng
Kaikang Chen
Yi-jing Jin
259
46
0
16 Sep 2022
Cross-Domain Few-Shot Classification via Inter-Source Stylization
International Conference on Information Photonics (ICIP), 2022
Huali Xu
Shuaifeng Zhi
Tianpeng Liu
348
7
0
17 Aug 2022
Unsupervised Video Domain Adaptation for Action Recognition: A Disentanglement Perspective
Neural Information Processing Systems (NeurIPS), 2022
Pengfei Wei
Lingdong Kong
Xinghua Qu
Yi Ren
Zhiqiang Xu
Jing Jiang
Xiang Yin
353
27
0
15 Aug 2022
Improving Pseudo Labels With Intra-Class Similarity for Unsupervised Domain Adaptation
Pattern Recognition (Pattern Recogn.), 2022
Jie Wang
Xiaoli Zhang
227
38
0
25 Jul 2022
Exploiting Domain Transferability for Collaborative Inter-level Domain Adaptive Object Detection
Expert systems with applications (ESWA), 2022
Do mirae
Seogkyu Jeon
Pilhyeon Lee
Kibeom Hong
Yuseung Ma
H. Byun
150
9
0
20 Jul 2022
Learning Unbiased Transferability for Domain Adaptation by Uncertainty Modeling
European Conference on Computer Vision (ECCV), 2022
Jian Hu
Haowen Zhong
Junchi Yan
S. Gong
Guile Wu
Fei Yang
273
14
0
02 Jun 2022
Learning to Purification for Unsupervised Person Re-identification
IEEE Transactions on Image Processing (IEEE TIP), 2022
L. Lan
Xiao Teng
Jing Zhang
Xiang Zhang
Dacheng Tao
185
62
0
21 Apr 2022
Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation
International Conference on Machine Learning (ICML), 2022
Kendrick Shen
Robbie Jones
Ananya Kumar
Sang Michael Xie
Jeff Z. HaoChen
Tengyu Ma
Abigail Z. Jacobs
SSL
245
94
0
01 Apr 2022
Bures Joint Distribution Alignment with Dynamic Margin for Unsupervised Domain Adaptation
Yong-Jin Liu
Chuan-Xian Ren
Xiao-Lin Xu
Ke-Kun Huang
OOD
201
2
0
14 Mar 2022
Geometry-Aware Unsupervised Domain Adaptation
You-Wei Luo
Chuan-Xian Ren
Ziliang Chen
191
0
0
21 Dec 2021
Reciprocal Normalization for Domain Adaptation
Pattern Recognition (Pattern Recogn.), 2021
Zhiyong Huang
Kekai Sheng
Ke Li
Jian Liang
Taiping Yao
Weiming Dong
D. Zhou
Xing Sun
196
13
0
20 Dec 2021
Boosting Unsupervised Domain Adaptation with Soft Pseudo-label and Curriculum Learning
Shengjia Zhang
Tiancheng Lin
Yi Tian Xu
206
7
0
03 Dec 2021
Contrastive Vicinal Space for Unsupervised Domain Adaptation
European Conference on Computer Vision (ECCV), 2021
Jaemin Na
Dongyoon Han
H. Chang
Wonjun Hwang
261
25
0
26 Nov 2021
Exploiting Both Domain-specific and Invariant Knowledge via a Win-win Transformer for Unsupervised Domain Adaptation
Wen-hui Ma
Jinming Zhang
Shuang Li
Chi Harold Liu
Yulin Wang
Wei Li
ViT
188
13
0
25 Nov 2021
Domain Attention Consistency for Multi-Source Domain Adaptation
Zhongying Deng
Kaiyang Zhou
Yongxin Yang
Tao Xiang
219
7
0
06 Nov 2021
Reducing the Covariate Shift by Mirror Samples in Cross Domain Alignment
Yin Zhao
Minquan Wang
Longjun Cai
OOD
381
14
0
13 Oct 2021
Critically examining the Domain Generalizability of Facial Expression Recognition models
Varsha Suresh
G. Yeo
Desmond C. Ong
170
7
0
29 Jun 2021
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