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2003.08264
Cited By
Cross-domain Self-supervised Learning for Domain Adaptation with Few Source Labels
18 March 2020
Donghyun Kim
Kuniaki Saito
Tae-Hyun Oh
Bryan A. Plummer
Stan Sclaroff
Kate Saenko
SSL
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Papers citing
"Cross-domain Self-supervised Learning for Domain Adaptation with Few Source Labels"
24 / 24 papers shown
Attention Residual Fusion Network with Contrast for Source-free Domain Adaptation
Renrong Shao
Wei Zhang
Jun Wang
179
0
0
25 Oct 2025
Vision-aware Multimodal Prompt Tuning for Uploadable Multi-source Few-shot Domain Adaptation
AAAI Conference on Artificial Intelligence (AAAI), 2025
Kuanghong Liu
Jin Wang
Kangjian He
Dan Xu
Xuejie Zhang
317
3
0
08 Mar 2025
Data-Efficient CLIP-Powered Dual-Branch Networks for Source-Free Unsupervised Domain Adaptation
Yongguang Li
Yueqi Cao
Jindong Li
Zhiqiang Zhang
Shengsheng Wang
250
2
0
21 Oct 2024
TransferAttn: Transferable-guided Attention Is All You Need for Video Domain Adaptation
Andre Sacilotti
Samuel Felipe dos Santos
Andrii Zadaianchuk
Jurandy Almeida
ViT
298
0
0
01 Jul 2024
Confidence-based Visual Dispersal for Few-shot Unsupervised Domain Adaptation
IEEE International Conference on Computer Vision (ICCV), 2023
Yizhe Xiong
Hui Chen
Zijia Lin
Sicheng Zhao
Guiguang Ding
405
12
0
27 Sep 2023
Self-Supervised Transformer with Domain Adaptive Reconstruction for General Face Forgery Video Detection
Daichi Zhang
Zihao Xiao
Jianmin Li
Shiming Ge
CVBM
ViT
315
2
0
09 Sep 2023
Adapting Self-Supervised Representations to Multi-Domain Setups
British Machine Vision Conference (BMVC), 2023
Neha Kalibhat
Sam Sharpe
Jeremy Goodsitt
Bayan Bruss
Soheil Feizi
246
0
0
07 Sep 2023
Prototypical Cross-domain Knowledge Transfer for Cervical Dysplasia Visual Inspection
ACM Multimedia (ACM MM), 2023
Yichen Zhang
Yifang Yin
Ying Zhang
Zhenguang Liu
Zheng Wang
Roger Zimmermann
335
3
0
19 Aug 2023
Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives
APSIPA Transactions on Signal and Information Processing (TASIP), 2022
Xiaofeng Liu
Chaehwa Yoo
Fangxu Xing
Hyejin Oh
Xiaofeng Liu
Je-Won Kang
Jonghye Woo
OOD
329
302
0
15 Aug 2022
Unsupervised Domain Adaptation for Video Transformers in Action Recognition
International Conference on Pattern Recognition (ICPR), 2022
Victor G. Turrisi da Costa
Giacomo Zara
Paolo Rota
Thiago Oliveira-Santos
Andrii Zadaianchuk
Vittorio Murino
Elisa Ricci
233
17
0
26 Jul 2022
Feature Representation Learning for Unsupervised Cross-domain Image Retrieval
European Conference on Computer Vision (ECCV), 2022
Conghui Hu
G. Lee
171
32
0
20 Jul 2022
CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains
Neural Information Processing Systems (NeurIPS), 2022
Julian Gebele
Bonifaz Stuhr
Johann Haselberger
507
15
0
16 Jun 2022
Recognition of Unseen Bird Species by Learning from Field Guides
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Andrés C. Rodríguez
Stefano Dáronco
Rodrigo Caye Daudt
Jan Dirk Wegner
Konrad Schindler
202
1
0
03 Jun 2022
Multi-source Few-shot Domain Adaptation
Xiangyu Yue
Zangwei Zheng
Colorado Reed
Hari Prasanna Das
Kurt Keutzer
Alberto L. Sangiovanni-Vincentelli
358
17
0
25 Sep 2021
Self-Rule to Multi-Adapt: Generalized Multi-source Feature Learning Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Detection
C. Abbet
Linda Studer
Andreas Fischer
H. Dawson
I. Zlobec
Behzad Bozorgtabar
Jean-Philippe Thiran
OOD
335
40
0
20 Aug 2021
CLDA: Contrastive Learning for Semi-Supervised Domain Adaptation
Neural Information Processing Systems (NeurIPS), 2021
Ankit Singh
526
141
0
30 Jun 2021
Invariant Information Bottleneck for Domain Generalization
AAAI Conference on Artificial Intelligence (AAAI), 2021
Yue Liu
Yifei Shen
Yezhen Wang
Wenzhen Zhu
Colorado Reed
Jun Zhang
Dongsheng Li
Kurt Keutzer
Han Zhao
OOD
800
152
0
11 Jun 2021
Towards Unsupervised Sketch-based Image Retrieval
British Machine Vision Conference (BMVC), 2021
Conghui Hu
Yongxin Yang
Yunpeng Li
Timothy M. Hospedales
Yi-Zhe Song
508
6
0
18 May 2021
Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2021
Xiangyu Yue
Zangwei Zheng
Shanghang Zhang
Yang Gao
Trevor Darrell
Kurt Keutzer
Alberto L. Sangiovanni-Vincentelli
286
191
0
31 Mar 2021
Contrastive Domain Adaptation
Mamatha Thota
Georgios Leontidis
SSL
276
77
0
26 Mar 2021
Gradient Regularized Contrastive Learning for Continual Domain Adaptation
AAAI Conference on Artificial Intelligence (AAAI), 2020
Weizhen He
Peng Su
Shiyang Feng
Ni Zhao
CLL
287
70
0
23 Mar 2021
Learning Invariant Representations and Risks for Semi-supervised Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2020
Yue Liu
Yezhen Wang
Shanghang Zhang
Dongsheng Li
Trevor Darrell
Kurt Keutzer
Han Zhao
OOD
364
114
0
09 Oct 2020
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
Sicheng Zhao
Xiangyu Yue
Shanghang Zhang
Yue Liu
Han Zhao
...
Ravi Krishna
Joseph E. Gonzalez
Alberto L. Sangiovanni-Vincentelli
Sanjit A. Seshia
Kurt Keutzer
445
324
0
01 Sep 2020
Alleviating Human-level Shift : A Robust Domain Adaptation Method for Multi-person Pose Estimation
ACM Multimedia (ACM MM), 2020
Xixia Xu
Qi Zou
Xue Lin
3DH
OOD
162
4
0
13 Aug 2020
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