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Maximum Classifier Discrepancy for Unsupervised Domain Adaptation
v1v2v3v4 (latest)

Maximum Classifier Discrepancy for Unsupervised Domain Adaptation

7 December 2017
Kuniaki Saito
Kohei Watanabe
Yoshitaka Ushiku
Tatsuya Harada
ArXiv (abs)PDFHTMLGithub (568★)

Papers citing "Maximum Classifier Discrepancy for Unsupervised Domain Adaptation"

30 / 880 papers shown
Transfer Adaptation Learning: A Decade Survey
Transfer Adaptation Learning: A Decade Survey
Lei Zhang
Xinbo Gao
OOD
343
228
0
12 Mar 2019
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation
Chen-Yu Lee
Tanmay Batra
M. H. Baig
Daniel Ulbricht
429
589
0
10 Mar 2019
Zero-Shot Task Transfer
Zero-Shot Task TransferComputer Vision and Pattern Recognition (CVPR), 2019
Arghya Pal
V. Balasubramanian
236
53
0
04 Mar 2019
Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian
  Process Approach
Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach
Minyoung Kim
Pritish Sahu
Behnam Gholami
Vladimir Pavlovic
OOD
139
47
0
23 Feb 2019
Domain Discrepancy Measure for Complex Models in Unsupervised Domain
  Adaptation
Domain Discrepancy Measure for Complex Models in Unsupervised Domain Adaptation
Jongyeong Lee
Nontawat Charoenphakdee
Seiichi Kuroki
Masashi Sugiyama
183
11
0
30 Jan 2019
Domain Adaptation for Structured Output via Discriminative Patch
  Representations
Domain Adaptation for Structured Output via Discriminative Patch Representations
Yi-Hsuan Tsai
Kihyuk Sohn
S. Schulter
Manmohan Chandraker
OOD
427
329
0
16 Jan 2019
A review of domain adaptation without target labels
A review of domain adaptation without target labels
Wouter M. Kouw
Marco Loog
OODVLM
290
547
0
16 Jan 2019
Contrastive Adaptation Network for Unsupervised Domain Adaptation
Contrastive Adaptation Network for Unsupervised Domain Adaptation
Guoliang Kang
Lu Jiang
Yi Yang
Alexander G. Hauptmann
339
937
0
04 Jan 2019
On Minimum Discrepancy Estimation for Deep Domain Adaptation
On Minimum Discrepancy Estimation for Deep Domain Adaptation
Mohammad Mahfujur Rahman
Clinton Fookes
Mahsa Baktash
Sridha Sridharan
OOD
250
84
0
02 Jan 2019
A Curriculum Domain Adaptation Approach to the Semantic Segmentation of
  Urban Scenes
A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes
Yang Zhang
P. David
H. Foroosh
Boqing Gong
SSeg
320
139
0
24 Dec 2018
TWINs: Two Weighted Inconsistency-reduced Networks for Partial Domain
  Adaptation
TWINs: Two Weighted Inconsistency-reduced Networks for Partial Domain Adaptation
Toshihiko Matsuura
Kuniaki Saito
Tatsuya Harada
137
13
0
18 Dec 2018
DLOW: Domain Flow for Adaptation and Generalization
DLOW: Domain Flow for Adaptation and Generalization
R. Gong
Wen Li
Yuhua Chen
Luc Van Gool
OODAI4CE
293
383
0
13 Dec 2018
Strong-Weak Distribution Alignment for Adaptive Object Detection
Strong-Weak Distribution Alignment for Adaptive Object Detection
Kuniaki Saito
Yoshitaka Ushiku
Tatsuya Harada
Kate Saenko
ObjD
224
694
0
12 Dec 2018
Multichannel Semantic Segmentation with Unsupervised Domain Adaptation
Multichannel Semantic Segmentation with Unsupervised Domain Adaptation
Kohei Watanabe
Kuniaki Saito
Yoshitaka Ushiku
Tatsuya Harada
MDE
89
11
0
11 Dec 2018
A Survey of Unsupervised Deep Domain Adaptation
A Survey of Unsupervised Deep Domain Adaptation
Garrett Wilson
D. Cook
OOD
385
921
0
06 Dec 2018
Moment Matching for Multi-Source Domain Adaptation
Moment Matching for Multi-Source Domain Adaptation
Xingchao Peng
Qinxun Bai
Xide Xia
Zijun Huang
Kate Saenko
Bo Wang
OOD
621
2,113
0
04 Dec 2018
Domain-Adaptive Single-View 3D Reconstruction
Domain-Adaptive Single-View 3D Reconstruction
Pedro H. O. Pinheiro
Negar Rostamzadeh
Sungjin Ahn
148
27
0
04 Dec 2018
ADVENT: Adversarial Entropy Minimization for Domain Adaptation in
  Semantic Segmentation
ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation
Tuan-Hung Vu
Himalaya Jain
Max Bucher
Matthieu Cord
P. Pérez
420
1,426
0
30 Nov 2018
Progressive Feature Alignment for Unsupervised Domain Adaptation
Progressive Feature Alignment for Unsupervised Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2018
Chaoqi Chen
Weiping Xie
Wenbing Huang
Yu Rong
Xinghao Ding
Yue Huang
Qifeng Bai
Junzhou Huang
202
462
0
21 Nov 2018
Larger Norm More Transferable: An Adaptive Feature Norm Approach for
  Unsupervised Domain Adaptation
Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation
Ruijia Xu
Guanbin Li
Jihan Yang
Liang Lin
145
18
0
19 Nov 2018
Co-regularized Alignment for Unsupervised Domain Adaptation
Co-regularized Alignment for Unsupervised Domain Adaptation
Abhishek Kumar
P. Sattigeri
Kahini Wadhawan
Leonid Karlinsky
Rogerio Feris
William T. Freeman
G. Wornell
OOD
177
165
0
13 Nov 2018
SPIGAN: Privileged Adversarial Learning from Simulation
SPIGAN: Privileged Adversarial Learning from Simulation
Kuan-Hui Lee
G. Ros
Jie Li
Adrien Gaidon
GAN
229
109
0
09 Oct 2018
Taking A Closer Look at Domain Shift: Category-level Adversaries for
  Semantics Consistent Domain Adaptation
Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2018
Yawei Luo
Liang Zheng
T. Guan
Junqing Yu
Yi Yang
OOD
329
777
0
25 Sep 2018
Unsupervised Domain Adaptation Based on Source-guided Discrepancy
Unsupervised Domain Adaptation Based on Source-guided Discrepancy
Seiichi Kuroki
Nontawat Charoenphakdee
Han Bao
Junya Honda
Issei Sato
Masashi Sugiyama
261
62
0
11 Sep 2018
Improved Techniques for Adversarial Discriminative Domain Adaptation
Improved Techniques for Adversarial Discriminative Domain Adaptation
Aaron Chadha
Y. Andreopoulos
198
53
0
10 Sep 2018
Small Sample Learning in Big Data Era
Small Sample Learning in Big Data Era
Jun Shu
Zongben Xu
Deyu Meng
341
77
0
14 Aug 2018
Open Set Domain Adaptation by Backpropagation
Open Set Domain Adaptation by Backpropagation
Kuniaki Saito
Shohei Yamamoto
Yoshitaka Ushiku
Tatsuya Harada
VLM
226
563
0
27 Apr 2018
Deep Visual Domain Adaptation: A Survey
Deep Visual Domain Adaptation: A Survey
Mei Wang
Weihong Deng
OOD
426
2,174
0
10 Feb 2018
ROAD: Reality Oriented Adaptation for Semantic Segmentation of Urban
  Scenes
ROAD: Reality Oriented Adaptation for Semantic Segmentation of Urban Scenes
Yuhua Chen
Wen Li
Luc Van Gool
234
309
0
30 Nov 2017
Adversarial Discriminative Domain Adaptation
Adversarial Discriminative Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2017
Eric Tzeng
Judy Hoffman
Kate Saenko
Trevor Darrell
GANOOD
1.0K
5,034
0
17 Feb 2017
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