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Maximum Classifier Discrepancy for Unsupervised Domain Adaptation
7 December 2017
Kuniaki Saito
Kohei Watanabe
Yoshitaka Ushiku
Tatsuya Harada
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Papers citing
"Maximum Classifier Discrepancy for Unsupervised Domain Adaptation"
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Robust Target Training for Multi-Source Domain Adaptation
British Machine Vision Conference (BMVC), 2022
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161
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Leveraging unsupervised data and domain adaptation for deep regression in low-cost sensor calibration
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Swapnil Dey
Vipul Arora
S. Tripathi
OOD
171
3
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02 Oct 2022
Multi-Prompt Alignment for Multi-Source Unsupervised Domain Adaptation
Neural Information Processing Systems (NeurIPS), 2022
Haoran Chen
Xintong Han
Zuxuan Wu
Yu-Gang Jiang
384
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30 Sep 2022
Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action Detection
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Yifan Lu
Gurkirt Singh
Suman Saha
Luc Van Gool
TTA
336
3
0
28 Sep 2022
Adversarial Bi-Regressor Network for Domain Adaptive Regression
International Joint Conference on Artificial Intelligence (IJCAI), 2022
Haifeng Xia
Peng Wang
T. Koike-Akino
Ye Wang
P. Orlik
Zhengming Ding
207
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0
20 Sep 2022
Mitigating Representation Bias in Action Recognition: Algorithms and Benchmarks
Haodong Duan
Yue Zhao
Kai-xiang Chen
Yu Xiong
Dahua Lin
96
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0
20 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
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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
260
46
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16 Sep 2022
Viewer-Centred Surface Completion for Unsupervised Domain Adaptation in 3D Object Detection
IEEE International Conference on Robotics and Automation (ICRA), 2022
Darren Tsai
J. S. Berrio
Mao Shan
E. Nebot
Stewart Worrall
3DPC
240
14
0
14 Sep 2022
Unsupervised Domain Adaptation via Style-Aware Self-intermediate Domain
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Lianyu Wang
Meng Wang
Daoqiang Zhang
Huazhu Fu
337
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Feature Alignment by Uncertainty and Self-Training for Source-Free Unsupervised Domain Adaptation
Neural Networks (NN), 2022
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Gyemin Lee
216
42
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31 Aug 2022
Delving into the Continuous Domain Adaptation
ACM Multimedia (ACM MM), 2022
Yinsong Xu
Zhuqing Jiang
Aidong Men
Yang Liu
Qingchao Chen
167
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28 Aug 2022
Constraining Pseudo-label in Self-training Unsupervised Domain Adaptation with Energy-based Model
International Journal of Intelligent Systems (IJIS), 2022
Lingsheng Kong
Bo Hu
Xiongchang Liu
Jun Lu
Jane You
Xiaofeng Liu
234
13
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26 Aug 2022
RAIN: RegulArization on Input and Network for Black-Box Domain Adaptation
International Joint Conference on Artificial Intelligence (IJCAI), 2022
Qucheng Peng
Zhengming Ding
Lingjuan Lyu
Lichao Sun
Chen Chen
OOD
MLAU
261
27
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22 Aug 2022
Subtype-Aware Dynamic Unsupervised Domain Adaptation
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Xiaofeng Liu
Fangxu Xing
Jane You
Jun Lu
C.-C. Jay Kuo
Xiaofeng Liu
Jonghye Woo
OOD
291
10
0
16 Aug 2022
Unsupervised domain adaptation semantic segmentation of high-resolution remote sensing imagery with invariant domain-level prototype memory
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
Jingru Zhu
Ya Guo
Geng Sun
Libo Yang
M. Deng
Jie Chen
248
74
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16 Aug 2022
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
262
283
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15 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
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15 Aug 2022
Three New Validators and a Large-Scale Benchmark Ranking for Unsupervised Domain Adaptation
Kevin Musgrave
Serge Belongie
Ser-Nam Lim
ALM
295
10
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15 Aug 2022
Domain-invariant Prototypes for Semantic Segmentation
Zhengeng Yang
Hongshan Yu
Wei Sun
Li Cheng
Lin Wang
260
6
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12 Aug 2022
Leveraging Endo- and Exo-Temporal Regularization for Black-box Video Domain Adaptation
Yuecong Xu
Jianfei Yang
Haozhi Cao
Ruibing Jin
Xiaoli Li
Lihua Xie
Zhenghua Chen
254
5
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10 Aug 2022
Joint Attention-Driven Domain Fusion and Noise-Tolerant Learning for Multi-Source Domain Adaptation
Tong Xu
Lin Wang
Wu Ning
Chunyan Lyu
Kejun Wang
Chenhui Wang
191
0
0
05 Aug 2022
Adaptive Domain Generalization via Online Disagreement Minimization
IEEE Transactions on Image Processing (IEEE TIP), 2022
Xinyu Zhang
Ying-Cong Chen
OOD
196
10
0
03 Aug 2022
Centrality and Consistency: Two-Stage Clean Samples Identification for Learning with Instance-Dependent Noisy Labels
European Conference on Computer Vision (ECCV), 2022
Ganlong Zhao
Guanbin Li
Yipeng Qin
Feng Liu
Yizhou Yu
NoLa
262
32
0
29 Jul 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
187
17
0
26 Jul 2022
MemSAC: Memory Augmented Sample Consistency for Large Scale Unsupervised Domain Adaptation
European Conference on Computer Vision (ECCV), 2022
Tarun Kalluri
Astuti Sharma
Manmohan Chandraker
332
21
0
25 Jul 2022
Improving Test-Time Adaptation via Shift-agnostic Weight Regularization and Nearest Source Prototypes
European Conference on Computer Vision (ECCV), 2022
Sungha Choi
Seunghan Yang
Seokeon Choi
Sungrack Yun
TTA
OOD
201
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24 Jul 2022
Prototype-Guided Continual Adaptation for Class-Incremental Unsupervised Domain Adaptation
European Conference on Computer Vision (ECCV), 2022
Hongbin Lin
Yifan Zhang
Zhen Qiu
Shuaicheng Niu
Chuang Gan
Yanxia Liu
Zhuliang Yu
CLL
240
51
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22 Jul 2022
Controllable and Guided Face Synthesis for Unconstrained Face Recognition
European Conference on Computer Vision (ECCV), 2022
Feng Liu
Minchul Kim
Anil Jain
Xiaoming Liu
CVBM
273
46
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20 Jul 2022
GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation
European Conference on Computer Vision (ECCV), 2022
Cristiano Saltori
E. Krivosheev
Stéphane Lathuilière
Andrii Zadaianchuk
Fabio Galasso
G. Fiameni
Elisa Ricci
Fabio Poiesi
3DPC
224
39
0
20 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
153
9
0
20 Jul 2022
Exploiting Inter-Sample Affinity for Knowability-Aware Universal Domain Adaptation
International Journal of Computer Vision (IJCV), 2022
Yifan Wang
Lin Zhang
Ran Song
Hongliang Li
Lin Ma
Wei Emma Zhang
398
7
0
19 Jul 2022
Learning from Temporal Spatial Cubism for Cross-Dataset Skeleton-based Action Recognition
Yansong Tang
Xingyu Liu
Xumin Yu
Danyang Zhang
Jiwen Lu
Jie Zhou
252
23
0
17 Jul 2022
Domain Gap Estimation for Source Free Unsupervised Domain Adaptation with Many Classifiers
Social Science Research Network (SSRN), 2022
Ziyang Zong
Jun He
Lei Zhang
Hai-quan Huan
175
4
0
12 Jul 2022
Gradual Domain Adaptation without Indexed Intermediate Domains
Neural Information Processing Systems (NeurIPS), 2022
Hong-You Chen
Wei-Lun Chao
CLL
277
47
0
11 Jul 2022
Towards Adaptive Unknown Authentication for Universal Domain Adaptation by Classifier Paradox
Machine-mediated learning (ML), 2022
Yunyun Wang
Yaojie Liu
Songcan Chen
134
1
0
10 Jul 2022
Dual-Correction Adaptation Network for Noisy Knowledge Transfer
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Yunyun Wang
Weiwen Zheng
Songcan Chen
167
3
0
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Adaptation of Surgical Activity Recognition Models Across Operating Rooms
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
A. Mottaghi
Aidean Sharghi
Serena Yeung
Omid Mohareri
235
10
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Training Patch Analysis and Mining Skills for Image Restoration Deep Neural Networks
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125
0
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03 Jul 2022
Adapting the Mean Teacher for keypoint-based lung registration under geometric domain shifts
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Alexander Bigalke
Christoph Großbröhmer
M. Heinrich
OOD
137
11
0
01 Jul 2022
UniDAformer: Unified Domain Adaptive Panoptic Segmentation Transformer via Hierarchical Mask Calibration
Computer Vision and Pattern Recognition (CVPR), 2022
Jingyi Zhang
Jiaxing Huang
Xiaoqin Zhang
Shijian Lu
270
9
0
30 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
285
165
0
16 Jun 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
223
103
0
16 Jun 2022
Slimmable Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2022
Rang Meng
Weijie Chen
Shicai Yang
Mingli Song
Luojun Lin
Di Xie
Shiliang Pu
Xinchao Wang
Weilong Dai
Yueting Zhuang
159
16
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14 Jun 2022
OneRing: A Simple Method for Source-free Open-partial Domain Adaptation
Shiqi Yang
Yaxing Wang
Kai Wang
Shangling Jui
Joost van de Weijer
335
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Relation Matters: Foreground-aware Graph-based Relational Reasoning for Domain Adaptive Object Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Chaoqi Chen
Jiongcheng Li
Hong-Yu Zhou
Xiaoguang Han
Yue Huang
Xinghao Ding
Yizhou Yu
190
52
0
06 Jun 2022
CAFA: Class-Aware Feature Alignment for Test-Time Adaptation
IEEE International Conference on Computer Vision (ICCV), 2022
Sanghun Jung
Jungsoo Lee
Nanhee Kim
Amirreza Shaban
Byron Boots
Jaegul Choo
OOD
TTA
437
22
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Labeling Where Adapting Fails: Cross-Domain Semantic Segmentation with Point Supervision via Active Selection
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François Rameau
Junsik Kim
In So Kweon
178
2
0
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ProxyMix: Proxy-based Mixup Training with Label Refinery for Source-Free Domain Adaptation
Neural Networks (NN), 2022
Yuhe Ding
Lijun Sheng
Jian Liang
A. Zheng
Ran He
282
58
0
29 May 2022
Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors
International Conference on Learning Representations (ICLR), 2022
Jianfei Yang
Xiangyu Peng
Kaidi Wang
Zheng Hua Zhu
Jiashi Feng
Lihua Xie
Yang You
222
39
0
28 May 2022
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