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Unsupervised Domain Adaptation via Style-Aware Self-intermediate Domain
Pattern Recognition (Pattern Recogn.), 2022
5 September 2022
Lianyu Wang
Meng Wang
Daoqiang Zhang
Huazhu Fu
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Papers citing
"Unsupervised Domain Adaptation via Style-Aware Self-intermediate Domain"
50 / 58 papers shown
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
748
560
0
26 Feb 2025
Uncertainty-inspired Open Set Learning for Retinal Anomaly Identification
Nature Communications (Nat. Commun.), 2023
Meng Wang
Tian Lin
Lianyu Wang
Aidi Lin
K. Zou
...
Wenshu Fan
C. Pang
Xinjian Chen
Haoyu Chen
Huazhu Fu
386
61
0
08 Apr 2023
MS-MT: Multi-Scale Mean Teacher with Contrastive Unpaired Translation for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation
Ziyuan Zhao
Kaixin Xu
Huai Zhe Yeo
Xulei Yang
Cuntai Guan
230
7
0
28 Mar 2023
Making the Best of Both Worlds: A Domain-Oriented Transformer for Unsupervised Domain Adaptation
ACM Multimedia (ACM MM), 2022
Wen-hui Ma
Jinming Zhang
Shuang Li
Chi Harold Liu
Yulin Wang
Wei Li
144
19
0
02 Aug 2022
Adapting Self-Supervised Vision Transformers by Probing Attention-Conditioned Masking Consistency
Neural Information Processing Systems (NeurIPS), 2022
Viraj Prabhu
Sriram Yenamandra
Aaditya K. Singh
Judy Hoffman
140
15
0
16 Jun 2022
A Closer Look at Smoothness in Domain Adversarial Training
International Conference on Machine Learning (ICML), 2022
Harsh Rangwani
Sumukh K Aithal
Mayank Mishra
Arihant Jain
R. Venkatesh Babu
286
167
0
16 Jun 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
182
143
0
24 Apr 2022
Reusing the Task-specific Classifier as a Discriminator: Discriminator-free Adversarial Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2022
Lin Chen
Wei Xu
Zhixiang Wei
Xin Jin
Xiao Tan
Yi Jin
Enhong Chen
165
132
0
08 Apr 2022
Exploring Visual Prompts for Adapting Large-Scale Models
Hyojin Bahng
Ali Jahanian
S. Sankaranarayanan
Phillip Isola
VLM
VPVLM
LRM
384
342
0
31 Mar 2022
Learning Distinctive Margin toward Active Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2022
Ming-Kun Xie
Yuxi Li
Yabiao Wang
Zekun Luo
Zhenye Gan
Zhongyi Sun
M. Chi
Chengjie Wang
Pei Wang
202
39
0
11 Mar 2022
Domain-Augmented Domain Adaptation
Qiuhao Zeng
Tianze Luo
Boyu Wang
228
2
0
21 Feb 2022
BOAT: Bilateral Local Attention Vision Transformer
British Machine Vision Conference (BMVC), 2022
Tan Yu
Gangming Zhao
Ping Li
Yizhou Yu
ViT
221
30
0
31 Jan 2022
Boosting Unsupervised Domain Adaptation with Soft Pseudo-label and Curriculum Learning
Shengjia Zhang
Tiancheng Lin
Yi Tian Xu
206
7
0
03 Dec 2021
Active Learning for Domain Adaptation: An Energy-Based Approach
Binhui Xie
Longhui Yuan
Shuang Li
Chi Harold Liu
Xinjing Cheng
Guoren Wang
260
140
0
02 Dec 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
CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation
Tongkun Xu
Weihua Chen
Pichao Wang
Fan Wang
Hao Li
Rong Jin
ViT
586
277
0
13 Sep 2021
TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Jinyu Yang
Jingjing Liu
N. Xu
Junzhou Huang
278
162
0
12 Aug 2021
IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID
IEEE International Conference on Computer Vision (ICCV), 2021
Yongxing Dai
Jun Liu
Yifan Sun
Zekun Tong
Fangqiu Yi
Ling-yu Duan
233
139
0
05 Aug 2021
Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2021
Zhekai Du
Jingjing Li
Hongzu Su
Lei Zhu
Ke Lu
180
196
0
08 Jun 2021
Category Contrast for Unsupervised Domain Adaptation in Visual Tasks
Computer Vision and Pattern Recognition (CVPR), 2021
Jiaxing Huang
Dayan Guan
Aoran Xiao
Shijian Lu
Ling Shao
CML
436
146
0
05 Jun 2021
Transformer-Based Source-Free Domain Adaptation
Guanglei Yang
Hao Tang
Zhun Zhong
M. Ding
Ling Shao
Andrii Zadaianchuk
Elisa Ricci
ViT
171
50
0
28 May 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
IEEE International Conference on Computer Vision (ICCV), 2021
Ze Liu
Yutong Lin
Yue Cao
Han Hu
Yixuan Wei
Zheng Zhang
Stephen Lin
B. Guo
ViT
3.1K
28,501
0
25 Mar 2021
Transferable Semantic Augmentation for Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2021
Shuang Li
Mixue Xie
Kaixiong Gong
Chi Harold Liu
Yulin Wang
Wei Li
TTA
154
139
0
23 Mar 2021
Trear: Transformer-based RGB-D Egocentric Action Recognition
IEEE Transactions on Cognitive and Developmental Systems (IEEE TCDS), 2021
Xiangyu Li
Yonghong Hou
Pichao Wang
Zhimin Gao
Mingliang Xu
Wanqing Li
ViT
389
100
0
05 Jan 2021
Transformers in Vision: A Survey
ACM Computing Surveys (CSUR), 2021
Salman Khan
Muzammal Naseer
Munawar Hayat
Syed Waqas Zamir
Fahad Shahbaz Khan
M. Shah
ViT
924
3,176
0
04 Jan 2021
Training data-efficient image transformers & distillation through attention
International Conference on Machine Learning (ICML), 2020
Hugo Touvron
Matthieu Cord
Matthijs Douze
Francisco Massa
Alexandre Sablayrolles
Edouard Grave
ViT
653
8,320
0
23 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Alexey Dosovitskiy
Lucas Beyer
Alexander Kolesnikov
Dirk Weissenborn
Xiaohua Zhai
...
Matthias Minderer
G. Heigold
Sylvain Gelly
Jakob Uszkoreit
N. Houlsby
ViT
1.4K
55,389
0
22 Oct 2020
Instance Adaptive Self-Training for Unsupervised Domain Adaptation
European Conference on Computer Vision (ECCV), 2020
Ke Mei
Chuang Zhu
Jiaqi Zou
Shanghang Zhang
161
337
0
27 Aug 2020
Dual Mixup Regularized Learning for Adversarial Domain Adaptation
Yuan Wu
Diana Inkpen
Ahmed El-Roby
191
184
0
07 Jul 2020
Gradually Vanishing Bridge for Adversarial Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2020
Shuhao Cui
Shuhui Wang
Junbao Zhuo
Chi Su
Qingming Huang
Q. Tian
340
280
0
30 Mar 2020
Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations
Computer Vision and Pattern Recognition (CVPR), 2020
Shuhao Cui
Shuhui Wang
Junbao Zhuo
Liang Li
Qingming Huang
Q. Tian
189
415
0
27 Mar 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
541
1,518
0
20 Feb 2020
Adversarial Domain Adaptation with Domain Mixup
AAAI Conference on Artificial Intelligence (AAAI), 2019
Minghao Xu
Jian Zhang
Bingbing Ni
Teng Li
Chengjie Wang
Qi Tian
Wenjun Zhang
232
483
0
04 Dec 2019
Confidence Regularized Self-Training
IEEE International Conference on Computer Vision (ICCV), 2019
Yang Zou
Zhiding Yu
Xiaofeng Liu
B. Kumar
Jinsong Wang
664
877
0
26 Aug 2019
Multimodal Transformer for Unaligned Multimodal Language Sequences
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Yifan Hao
Shaojie Bai
Paul Pu Liang
J. Zico Kolter
Louis-Philippe Morency
Ruslan Salakhutdinov
242
1,804
0
01 Jun 2019
Domain-Specific Batch Normalization for Unsupervised Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2019
Woonggi Chang
Tackgeun You
Seonguk Seo
Suha Kwak
Bohyung Han
OOD
240
412
0
27 May 2019
Transferrable Prototypical Networks for Unsupervised Domain Adaptation
Yingwei Pan
Ting Yao
Yehao Li
Yu Wang
Chong-Wah Ngo
Tao Mei
171
378
0
25 Apr 2019
Semi-supervised Domain Adaptation via Minimax Entropy
Kuniaki Saito
Donghyun Kim
Stan Sclaroff
Trevor Darrell
Kate Saenko
327
699
0
13 Apr 2019
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation
Chen-Yu Lee
Tanmay Batra
M. H. Baig
Daniel Ulbricht
429
591
0
10 Mar 2019
DeepJDOT: Deep Joint Distribution Optimal Transport for Unsupervised Domain Adaptation
B. Damodaran
B. Kellenberger
Rémi Flamary
D. Tuia
Nicolas Courty
OT
OOD
334
509
0
27 Mar 2018
Domain Adaptive Faster R-CNN for Object Detection in the Wild
Yuhua Chen
Wen Li
Daniel Gehrig
Dengxin Dai
Luc Van Gool
OOD
ObjD
454
1,463
0
08 Mar 2018
Learning to Adapt Structured Output Space for Semantic Segmentation
Yi-Hsuan Tsai
Wei-Chih Hung
S. Schulter
Kihyuk Sohn
Ming-Hsuan Yang
Manmohan Chandraker
OOD
SSeg
452
1,672
0
28 Feb 2018
Deep Visual Domain Adaptation: A Survey
Mei Wang
Weihong Deng
OOD
446
2,187
0
10 Feb 2018
Maximum Classifier Discrepancy for Unsupervised Domain Adaptation
Kuniaki Saito
Kohei Watanabe
Yoshitaka Ushiku
Tatsuya Harada
513
1,930
0
07 Dec 2017
Unsupervised Domain Adaptation with Similarity Learning
Pedro H. O. Pinheiro
SSL
OOD
258
284
0
24 Nov 2017
VisDA: The Visual Domain Adaptation Challenge
Xingchao Peng
Ben Usman
Neela Kaushik
Judy Hoffman
Yi Xu
Kate Saenko
OOD
320
889
0
18 Oct 2017
Deep Hashing Network for Unsupervised Domain Adaptation
Hemanth Venkateswara
José Eusébio
Shayok Chakraborty
S. Panchanathan
OOD
506
2,348
0
22 Jun 2017
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization
Xun Huang
Serge J. Belongie
OOD
487
4,975
0
20 Mar 2017
Improved Texture Networks: Maximizing Quality and Diversity in Feed-forward Stylization and Texture Synthesis
Computer Vision and Pattern Recognition (CVPR), 2017
Dmitry Ulyanov
Andrea Vedaldi
Victor Lempitsky
OOD
262
847
0
09 Jan 2017
Correlation Alignment for Unsupervised Domain Adaptation
Baochen Sun
Jiashi Feng
Kate Saenko
OOD
226
460
0
06 Dec 2016
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