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1712.02560
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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"
50 / 880 papers shown
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383
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Semantic Distribution-aware Contrastive Adaptation for Semantic Segmentation
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Binhui Xie
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Chi Harold Liu
Xinjing Cheng
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Guoren Wang
158
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Unsupervised domain adaptation via double classifiers based on high confidence pseudo label
Hui Chen
Li Li
Jie-bin Chen
Kuo-Yi Lin
184
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0
11 May 2021
Aggregating From Multiple Target-Shifted Sources
International Conference on Machine Learning (ICML), 2021
Changjian Shui
Zijian Li
Jiaqi Li
Christian Gagné
Charles Ling
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250
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09 May 2021
More Separable and Easier to Segment: A Cluster Alignment Method for Cross-Domain Semantic Segmentation
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Dongxing Zhao
Yi Li
Fangqiu Yi
Yuwei Guo
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B. Hou
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124
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07 May 2021
Deep Spherical Manifold Gaussian Kernel for Unsupervised Domain Adaptation
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Brian D. Davison
264
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05 May 2021
Graphical Modeling for Multi-Source Domain Adaptation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Minghao Xu
Hang Wang
Bingbing Ni
231
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27 Apr 2021
Visualizing Adapted Knowledge in Domain Transfer
Computer Vision and Pattern Recognition (CVPR), 2021
Yunzhong Hou
Liang Zheng
324
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20 Apr 2021
Cross-Domain Adaptive Clustering for Semi-Supervised Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2021
Jichang Li
Guanbin Li
Yemin Shi
Yizhou Yu
308
149
0
19 Apr 2021
Action Segmentation with Mixed Temporal Domain Adaptation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020
Min-Hung Chen
Baopu Li
Yingze Bao
Ghassan AlRegib
225
39
0
15 Apr 2021
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Bin Deng
Yabin Zhang
Hui Tang
Changxing Ding
Kui Jia
113
11
0
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Unsupervised Multi-source Domain Adaptation Without Access to Source Data
Computer Vision and Pattern Recognition (CVPR), 2021
Sk. Miraj Ahmed
Dripta S. Raychaudhuri
S. Paul
Samet Oymak
Amit K. Roy-Chowdhury
187
149
0
05 Apr 2021
Information-theoretic regularization for Multi-source Domain Adaptation
IEEE International Conference on Computer Vision (ICCV), 2021
Geon Yeong Park
Sang Wan Lee
TTA
225
34
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04 Apr 2021
DINE: Domain Adaptation from Single and Multiple Black-box Predictors
Computer Vision and Pattern Recognition (CVPR), 2021
Jian Liang
Dapeng Hu
Jiashi Feng
Ran He
251
103
0
04 Apr 2021
Instance Level Affinity-Based Transfer for Unsupervised Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2021
Astuti Sharma
Tarun Kalluri
Manmohan Chandraker
149
52
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03 Apr 2021
S2R-DepthNet: Learning a Generalizable Depth-specific Structural Representation
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Xiaotian Chen
Yuwang Wang
Xuejin Chen
Wenjun Zeng
3DV
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260
57
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02 Apr 2021
Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation
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Subhankar Roy
E. Krivosheev
Zhun Zhong
Andrii Zadaianchuk
Elisa Ricci
273
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01 Apr 2021
Federated Few-Shot Learning with Adversarial Learning
International Symposium on Modeling and Optimization in Mobile, Ad-Hoc and Wireless Networks (WiOpt), 2021
Chenyou Fan
Jianwei Huang
FedML
207
34
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01 Apr 2021
Semi-Supervised Domain Adaptation via Selective Pseudo Labeling and Progressive Self-Training
International Conference on Pattern Recognition (ICPR), 2021
Yoonhyung Kim
Changick Kim
275
10
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Divergence Optimization for Noisy Universal Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2021
Qing Yu
Atsushi Hashimoto
Yoshitaka Ushiku
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130
30
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01 Apr 2021
Unsupervised Domain Expansion for Visual Categorization
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Kaibin Tian
Dayong Ding
Gang Yang
Xirong Li
185
11
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DA-DETR: Domain Adaptive Detection Transformer with Information Fusion
Computer Vision and Pattern Recognition (CVPR), 2021
Jingyi Zhang
Jiaxing Huang
Zhipeng Luo
Gongjie Zhang
Xiaoqin Zhang
Shijian Lu
ViT
243
58
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31 Mar 2021
Geometric Unsupervised Domain Adaptation for Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2021
Vitor Campagnolo Guizilini
Jie Li
Rares Andrei Ambrus
Adrien Gaidon
MDE
129
45
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30 Mar 2021
Leveraging Self-Supervision for Cross-Domain Crowd Counting
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Weizhe Liu
Nikita Durasov
Pascal Fua
236
48
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30 Mar 2021
Adaptive Pseudo-Label Refinement by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation
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Pietro Morerio
Vittorio Murino
177
4
0
29 Mar 2021
RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening
Computer Vision and Pattern Recognition (CVPR), 2021
Sungha Choi
Sanghun Jung
Huiwon Yun
J. Kim
Seungryong Kim
Jaegul Choo
283
364
0
29 Mar 2021
VDM-DA: Virtual Domain Modeling for Source Data-free Domain Adaptation
Jiayi Tian
Jing Zhang
Wen Li
Dong Xu
TTA
134
123
0
26 Mar 2021
Dynamic Domain Adaptation for Efficient Inference
Computer Vision and Pattern Recognition (CVPR), 2021
Shuang Li
Jinming Zhang
Wen-hui Ma
Chi Harold Liu
Wei Li
119
15
0
26 Mar 2021
Exploiting Playbacks in Unsupervised Domain Adaptation for 3D Object Detection
IEEE International Conference on Robotics and Automation (ICRA), 2021
Yurong You
Carlos Diaz-Ruiz
Yan Wang
Wei-Lun Chao
B. Hariharan
M. Campbell
Kilian Q. Weinberger
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119
27
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Zebiao Zheng
Yue Huang
Xinghao Ding
Yizhou Yu
OOD
ObjD
253
74
0
25 Mar 2021
MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2021
Guoqiang Wei
Cuiling Lan
Wenjun Zeng
Zhibo Chen
239
125
0
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On Evolving Attention Towards Domain Adaptation
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Ke Li
Xiawu Zheng
Jian Liang
Weiming Dong
Feiyue Huang
Rongrong Ji
Xing Sun
169
7
0
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Information-based Disentangled Representation Learning for Unsupervised MR Harmonization
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Lianrui Zuo
Blake E. Dewey
A. Carass
Yihao Liu
Yufan He
P. Calabresi
Jerry L. Prince
191
38
0
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DA4Event: towards bridging the Sim-to-Real Gap for Event Cameras using Domain Adaptation
IEEE Robotics and Automation Letters (RA-L), 2021
M. Planamente
Chiara Plizzari
Marco Cannici
Marco Ciccone
Francesco Strada
A. Bottino
Matteo Matteucci
Barbara Caputo
154
21
0
23 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
162
139
0
23 Mar 2021
Unsupervised domain adaptation via coarse-to-fine feature alignment method using contrastive learning
Shiyu Tang
Peijun Tang
Yanxiang Gong
Zheng Ma
M. Xie
145
6
0
23 Mar 2021
Generalized Domain Conditioned Adaptation Network
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Shuang Li
Binhui Xie
Qiuxia Lin
Chi Harold Liu
Gao Huang
Guoren Wang
AI4CE
124
66
0
23 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
226
69
0
23 Mar 2021
Dynamic Weighted Learning for Unsupervised Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2021
Ning Xiao
Lei Zhang
165
171
0
22 Mar 2021
Re-energizing Domain Discriminator with Sample Relabeling for Adversarial Domain Adaptation
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Xin Jin
Cuiling Lan
Wenjun Zeng
Zhibo Chen
219
22
0
22 Mar 2021
Cross-Dataset Collaborative Learning for Semantic Segmentation in Autonomous Driving
AAAI Conference on Artificial Intelligence (AAAI), 2021
Li Wang
D. Li
Han Liu
Jinzhan Peng
Lu Tian
Yi Shan
254
40
0
21 Mar 2021
Your Classifier can Secretly Suffice Multi-Source Domain Adaptation
Neural Information Processing Systems (NeurIPS), 2021
Naveen Venkat
Jogendra Nath Kundu
D. K. Singh
Ambareesh Revanur
R. VenkateshBabu
190
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0
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Dynamic Transfer for Multi-Source Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2021
Yunsheng Li
Lu Yuan
Yinpeng Chen
Pei Wang
Nuno Vasconcelos
194
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0
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Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation
IEEE journal of biomedical and health informatics (JBHI), 2021
Zhizhe Liu
Zhenfeng Zhu
Shuai Zheng
Yang Liu
Jiayu Zhou
Yao Zhao
CLL
153
64
0
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Regressive Domain Adaptation for Unsupervised Keypoint Detection
Computer Vision and Pattern Recognition (CVPR), 2021
Junguang Jiang
Yifei Ji
Ximei Wang
Yufeng Liu
Jianmin Wang
Mingsheng Long
215
73
0
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ST3D: Self-training for Unsupervised Domain Adaptation on 3D Object Detection
Computer Vision and Pattern Recognition (CVPR), 2021
Jihan Yang
Shaoshuai Shi
Zhe Wang
Jiaming Song
Xiaojuan Qi
3DPC
272
225
0
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Deep Transfer Learning for Infectious Disease Case Detection Using Electronic Medical Records
Ye Ye
Andrew Gu
OOD
81
2
0
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MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection
Computer Vision and Pattern Recognition (CVPR), 2021
VS Vibashan
Vikram Gupta
Poojan Oza
Vishwanath A. Sindagi
Vishal M. Patel
217
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Domain Adaptive Robotic Gesture Recognition with Unsupervised Kinematic-Visual Data Alignment
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021
Xueying Shi
Yueming Jin
Qi Dou
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Pheng-Ann Heng
299
4
0
06 Mar 2021
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