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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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Jiahong Chen
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Leonid Sigal
C. D. Silva
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CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information
Pengyu Cheng
Weituo Hao
Shuyang Dai
Jiachang Liu
Zhe Gan
Lawrence Carin
VLM
483
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22 Jun 2020
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Xin Jin
Cuiling Lan
Wenjun Zeng
Zhibo Chen
OOD
129
50
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22 Jun 2020
Joint Contrastive Learning for Unsupervised Domain Adaptation
Changhwa Park
Jonghyun Lee
Jaeyoon Yoo
Minhoe Hur
Sungroh Yoon
204
40
0
18 Jun 2020
Adversarial Weighting for Domain Adaptation in Regression
Antoine de Mathelin
Guillaume Richard
Francois Deheeger
Mathilde Mougeot
Nicolas Vayatis
OOD
302
47
0
15 Jun 2020
Domain Adaptation and Image Classification via Deep Conditional Adaptation Network
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Chuan-Xian Ren
D. Dai
Hong Yan
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313
9
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14 Jun 2020
Exploring Category-Agnostic Clusters for Open-Set Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2020
Yingwei Pan
Ting Yao
Yehao Li
Chong-Wah Ngo
Tao Mei
145
80
0
11 Jun 2020
Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond
IEEE Transactions on Image Processing (TIP), 2020
Wenhao Wang
Fang Zhao
Tianran Ouyang
Ling Shao
307
58
0
11 Jun 2020
Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation
Xiang Jiang
Qicheng Lao
Stan Matwin
Mohammad Havaei
204
126
0
09 Jun 2020
Unsupervised Transfer Learning with Self-Supervised Remedy
Jiabo Huang
S. Gong
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229
2
0
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Zhuqing Yuan
Guijin Wang
Yongpan Liu
138
6
0
07 Jun 2020
Continuous Transfer Learning with Label-informed Distribution Alignment
Jun Wu
Jingrui He
CLL
136
14
0
05 Jun 2020
Unsupervised learning of multimodal image registration using domain adaptation with projected Earth Move's discrepancies
M. Heinrich
Christoph Großbröhmer
99
0
0
28 May 2020
Disentanglement Then Reconstruction: Learning Compact Features for Unsupervised Domain Adaptation
Lihua Zhou
Mao Ye
Xinpeng Li
Ce Zhu
Yiguang Liu
Xue Li
OOD
97
4
0
28 May 2020
Unsupervised Domain Expansion from Multiple Sources
Jing Zhang
Wanqing Li
Lu Sheng
Chang-Fu Tang
P. Ogunbona
113
2
0
26 May 2020
Contradistinguisher: A Vapnik's Imperative to Unsupervised Domain Adaptation
Sourabh Vivek Balgi
Ambedkar Dukkipati
155
0
0
25 May 2020
Unsupervised Domain Adaptation in Semantic Segmentation: a Review
Marco Toldo
Andrea Maracani
Umberto Michieli
Pietro Zanuttigh
SSeg
354
205
0
21 May 2020
Model-Based Robust Deep Learning: Generalizing to Natural, Out-of-Distribution Data
Avi Schwarzschild
Hamed Hassani
George J. Pappas
OOD
295
42
0
20 May 2020
Train in Germany, Test in The USA: Making 3D Object Detectors Generalize
Yan Wang
Xiangyu Chen
Yurong You
Li Erran
B. Hariharan
M. Campbell
Kilian Q. Weinberger
Wei-Lun Chao
3DPC
266
211
0
17 May 2020
Domain Conditioned Adaptation Network
Shuang Li
Chi Harold Liu
Qiuxia Lin
Binhui Xie
Zhengming Ding
Gao Huang
Jian Tang
OOD
148
116
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14 May 2020
Target-Independent Domain Adaptation for WBC Classification using Generative Latent Search
Prashant Pandey
A. Prathosh
Vinay Kyatham
Deepak Mishra
T. R. Dastidar
OOD
MedIm
200
30
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11 May 2020
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Yifan Zhang
Shuaicheng Niu
Zhen Qiu
Ying Wei
P. Zhao
Jianhua Yao
Junzhou Huang
Qingyao Wu
Zhuliang Yu
OOD
171
74
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30 Apr 2020
A Survey on Incorporating Domain Knowledge into Deep Learning for Medical Image Analysis
Xiaozhen Xie
J. Niu
Xuefeng Liu
Zhengsu Chen
Shaojie Tang
Shui Yu
259
15
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25 Apr 2020
What Can Be Transferred: Unsupervised Domain Adaptation for Endoscopic Lesions Segmentation
Jiahua Dong
Yang Cong
Gan Sun
Bineng Zhong
Xiaowei Xu
188
144
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24 Apr 2020
Metric-Learning-Assisted Domain Adaptation
Yueming Yin
Zhen Yang
Haifeng Hu
Xiaofu Wu
OOD
127
13
0
23 Apr 2020
Class Distribution Alignment for Adversarial Domain Adaptation
Wanqi Yang
Tong Ling
Chengmei Yang
Lei Wang
Yinghuan Shi
Luping Zhou
Ming Yang
218
3
0
20 Apr 2020
AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-identification
Computer Vision and Pattern Recognition (CVPR), 2020
Yunpeng Zhai
Shijian Lu
QiXiang Ye
Xuebo Shan
Jie Chen
Rongrong Ji
Yonghong Tian
245
284
0
19 Apr 2020
Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision
Computer Vision and Pattern Recognition (CVPR), 2020
Fei Pan
Inkyu Shin
François Rameau
Seokju Lee
In So Kweon
SSL
391
403
0
16 Apr 2020
Joint Supervised and Self-Supervised Learning for 3D Real-World Challenges
International Conference on Pattern Recognition (ICPR), 2020
A. Alliegro
Davide Boscaini
Tatiana Tommasi
3DPC
SSL
173
43
0
15 Apr 2020
StandardGAN: Multi-source Domain Adaptation for Semantic Segmentation of Very High Resolution Satellite Images by Data Standardization
O. Tasar
Y. Tarabalka
A. Giros
Pierre Alliez
Sebastien Clerc
147
66
0
14 Apr 2020
Online Meta-Learning for Multi-Source and Semi-Supervised Domain Adaptation
European Conference on Computer Vision (ECCV), 2020
Da Li
Timothy M. Hospedales
232
109
0
09 Apr 2020
Universal Source-Free Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2020
Jogendra Nath Kundu
Naveen Venkat
V. RahulM.
R. Venkatesh Babu
VLM
TTA
268
387
0
09 Apr 2020
Deeply Aligned Adaptation for Cross-domain Object Detection
Minghao Fu
Zhenshan Xie
Wen Li
Lixin Duan
OOD
ObjD
137
4
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Unsupervised Domain Adaptation with Progressive Domain Augmentation
Kevin Hua
Yuhong Guo
144
3
0
03 Apr 2020
Sequential Learning for Domain Generalization
Da Li
Yongxin Yang
Yi-Zhe Song
Timothy M. Hospedales
OOD
157
35
0
03 Apr 2020
Unsupervised Real-world Image Super Resolution via Domain-distance Aware Training
Computer Vision and Pattern Recognition (CVPR), 2020
Yunxuan Wei
Shuhang Gu
Yawei Li
Longcun Jin
250
148
0
02 Apr 2020
Adversarial Domain Adaptation with Prototype-Based Normalized Output Conditioner
IEEE Transactions on Image Processing (TIP), 2020
Dapeng Hu
Jian Liang
Qibin Hou
Hanshu Yan
Yunpeng Chen
195
34
0
30 Mar 2020
Towards Stable and Comprehensive Domain Alignment: Max-Margin Domain-Adversarial Training
Jianfei Yang
Han Zou
Yuxun Zhou
Lihua Xie
OOD
96
6
0
30 Mar 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
371
282
0
30 Mar 2020
Mutual Learning Network for Multi-Source Domain Adaptation
Zhenpeng Li
Z. Zhao
Yuhong Guo
Haifeng Shen
Jieping Ye
OOD
111
12
0
29 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
196
415
0
27 Mar 2020
Log-Likelihood Ratio Minimizing Flows: Towards Robust and Quantifiable Neural Distribution Alignment
Neural Information Processing Systems (NeurIPS), 2020
Ben Usman
Avneesh Sud
Nick Dufour
Kate Saenko
OOD
122
13
0
26 Mar 2020
Learning transferable and discriminative features for unsupervised domain adaptation
Intelligent Data Analysis (IDA), 2020
Yuntao Du
Ruiting Zhang
Xiaowen Zhang
Yirong Yao
Heng-yang Lu
Chongjun Wang
123
5
0
26 Mar 2020
Self-Guided Adaptation: Progressive Representation Alignment for Domain Adaptive Object Detection
IEEE transactions on multimedia (TMM), 2020
Zongxian Li
QiXiang Ye
Chong Zhang
Jingjing Liu
Shijian Lu
Yonghong Tian
TTA
201
31
0
19 Mar 2020
Domain-Adaptive Few-Shot Learning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020
An Zhao
Mingyu Ding
Zhiwu Lu
Tao Xiang
Yulei Niu
Jiechao Guan
Ji-Rong Wen
Ping Luo
142
85
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19 Mar 2020
Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering
Computer Vision and Pattern Recognition (CVPR), 2020
Hui Tang
Ke Chen
Kui Jia
CML
OOD
206
317
0
19 Mar 2020
Cross-domain Self-supervised Learning for Domain Adaptation with Few Source Labels
Donghyun Kim
Kuniaki Saito
Tae-Hyun Oh
Bryan A. Plummer
Stan Sclaroff
Kate Saenko
SSL
126
50
0
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Boosting Unconstrained Face Recognition with Auxiliary Unlabeled Data
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Anil K. Jain
CVBM
228
1
0
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Domain Adaptive Ensemble Learning
IEEE Transactions on Image Processing (TIP), 2020
Kaiyang Zhou
Yongxin Yang
Yu Qiao
Tao Xiang
OOD
433
345
0
16 Mar 2020
Harmonizing Transferability and Discriminability for Adapting Object Detectors
Computer Vision and Pattern Recognition (CVPR), 2020
Chaoqi Chen
Zebiao Zheng
Xinghao Ding
Yue Huang
Qi Dou
189
316
0
13 Mar 2020
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