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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"

50 / 880 papers shown
Learning to Generalize One Sample at a Time with Self-Supervision
Learning to Generalize One Sample at a Time with Self-Supervision
A. DÍnnocente
S. Bucci
Barbara Caputo
Tatiana Tommasi
SSLOOD
199
4
0
09 Oct 2019
Multi-Source Domain Adaptation and Semi-Supervised Domain Adaptation
  with Focus on Visual Domain Adaptation Challenge 2019
Multi-Source Domain Adaptation and Semi-Supervised Domain Adaptation with Focus on Visual Domain Adaptation Challenge 2019
Yingwei Pan
Yehao Li
Qi Cai
Yang Chen
Ting Yao
127
5
0
08 Oct 2019
A General Upper Bound for Unsupervised Domain Adaptation
A General Upper Bound for Unsupervised Domain Adaptation
Dexuan Zhang
Dániel Pfeifer
OODAAML
164
2
0
03 Oct 2019
Task-Discriminative Domain Alignment for Unsupervised Domain Adaptation
Task-Discriminative Domain Alignment for Unsupervised Domain Adaptation
Behnam Gholami
Pritish Sahu
Minyoung Kim
Vladimir Pavlovic
TTA
140
10
0
26 Sep 2019
Matching Embeddings for Domain Adaptation
Matching Embeddings for Domain Adaptation
M. Pérez-Carrasco
Guillermo Cabrera-Vives
P. Protopapas
N. Astorga
Marouan Belhaj
GANDRL
247
1
0
25 Sep 2019
Dual Adversarial Co-Learning for Multi-Domain Text Classification
Dual Adversarial Co-Learning for Multi-Domain Text ClassificationAAAI Conference on Artificial Intelligence (AAAI), 2019
Yuan Wu
Yuhong Guo
141
25
0
18 Sep 2019
Cycle-consistent Conditional Adversarial Transfer Networks
Cycle-consistent Conditional Adversarial Transfer NetworksACM Multimedia (ACM MM), 2019
Jingjing Li
Erpeng Chen
Zhengming Ding
Lei Zhu
Ke Lu
Zi Huang
150
74
0
17 Sep 2019
Domain Aggregation Networks for Multi-Source Domain Adaptation
Domain Aggregation Networks for Multi-Source Domain AdaptationInternational Conference on Machine Learning (ICML), 2019
Junfeng Wen
Russell Greiner
Dale Schuurmans
190
77
0
11 Sep 2019
Contrastively Smoothed Class Alignment for Unsupervised Domain
  Adaptation
Contrastively Smoothed Class Alignment for Unsupervised Domain AdaptationAsian Conference on Computer Vision (ACCV), 2019
Shuyang Dai
Yu Cheng
Yizhe Zhang
Zhe Gan
Jingjing Liu
Lawrence Carin
228
32
0
11 Sep 2019
CUDA: Contradistinguisher for Unsupervised Domain Adaptation
CUDA: Contradistinguisher for Unsupervised Domain AdaptationIndustrial Conference on Data Mining (IDM), 2019
Sourabh Vivek Balgi
Ambedkar Dukkipati
OOD
83
3
0
08 Sep 2019
Open Compound Domain Adaptation
Open Compound Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2019
Ziwei Liu
Zhongqi Miao
Xingang Pan
Xiaohang Zhan
Dahua Lin
Stella X. Yu
Boqing Gong
210
140
0
08 Sep 2019
Domain Randomization and Pyramid Consistency: Simulation-to-Real
  Generalization without Accessing Target Domain Data
Domain Randomization and Pyramid Consistency: Simulation-to-Real Generalization without Accessing Target Domain DataIEEE International Conference on Computer Vision (ICCV), 2019
Xiangyu Yue
Yang Zhang
Sicheng Zhao
Alberto L. Sangiovanni-Vincentelli
Kurt Keutzer
Boqing Gong
OOD
319
444
0
02 Sep 2019
Self-Ensembling with GAN-based Data Augmentation for Domain Adaptation
  in Semantic Segmentation
Self-Ensembling with GAN-based Data Augmentation for Domain Adaptation in Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2019
Jaehoon Choi
Taekyung Kim
Changick Kim
242
259
0
02 Sep 2019
Confidence Regularized Self-Training
Confidence Regularized Self-TrainingIEEE International Conference on Computer Vision (ICCV), 2019
Yang Zou
Zhiding Yu
Xiaofeng Liu
B. Kumar
Jinsong Wang
664
877
0
26 Aug 2019
Constructing Self-motivated Pyramid Curriculums for Cross-Domain
  Semantic Segmentation: A Non-Adversarial Approach
Constructing Self-motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial ApproachIEEE International Conference on Computer Vision (ICCV), 2019
Qing Lian
Fengmao Lv
Lixin Duan
Boqing Gong
SSeg
185
235
0
26 Aug 2019
Adversarial Domain Adaptation for Machine Reading Comprehension
Adversarial Domain Adaptation for Machine Reading ComprehensionConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Huazheng Wang
Zhe Gan
Xiaodong Liu
Jingjing Liu
Jianfeng Gao
Hongning Wang
165
66
0
24 Aug 2019
Task-Assisted Domain Adaptation with Anchor Tasks
Task-Assisted Domain Adaptation with Anchor Tasks
Zhizhong Li
Linjie Luo
Sergey Tulyakov
Qieyun Dai
Derek Hoiem
CVBM
157
0
0
16 Aug 2019
Unsupervised Out-of-Distribution Detection by Maximum Classifier
  Discrepancy
Unsupervised Out-of-Distribution Detection by Maximum Classifier DiscrepancyIEEE International Conference on Computer Vision (ICCV), 2019
Qing Yu
Kiyoharu Aizawa
OODD
203
183
0
14 Aug 2019
Attract or Distract: Exploit the Margin of Open Set
Attract or Distract: Exploit the Margin of Open SetIEEE International Conference on Computer Vision (ICCV), 2019
Qianyu Feng
Guoliang Kang
Hehe Fan
Yezhou Yang
128
61
0
06 Aug 2019
Pseudo-Labeling Curriculum for Unsupervised Domain Adaptation
Pseudo-Labeling Curriculum for Unsupervised Domain AdaptationBritish Machine Vision Conference (BMVC), 2019
Jaehoon Choi
Minki Jeong
Taekyung Kim
Changick Kim
139
101
0
01 Aug 2019
ColorMapGAN: Unsupervised Domain Adaptation for Semantic Segmentation
  Using Color Mapping Generative Adversarial Networks
ColorMapGAN: Unsupervised Domain Adaptation for Semantic Segmentation Using Color Mapping Generative Adversarial NetworksIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2019
O. Tasar
S. Happy
Y. Tarabalka
Pierre Alliez
GAN
167
124
0
30 Jul 2019
Temporal Attentive Alignment for Large-Scale Video Domain Adaptation
Temporal Attentive Alignment for Large-Scale Video Domain AdaptationIEEE International Conference on Computer Vision (ICCV), 2019
Min-Hung Chen
Z. Kira
G. Al-Regib
Jaekwon Yoo
Ruxin Chen
Jian Zheng
TTAAI4TS
370
197
0
30 Jul 2019
Multi-level Domain Adaptive learning for Cross-Domain Detection
Multi-level Domain Adaptive learning for Cross-Domain Detection
Rongchang Xie
Fei Yu
Jiachao Wang
Yizhou Wang
Li Zhang
ObjDOOD
220
100
0
26 Jul 2019
Self-supervised Domain Adaptation for Computer Vision Tasks
Self-supervised Domain Adaptation for Computer Vision TasksIEEE Access (IEEE Access), 2019
Jiaolong Xu
Liang Xiao
Antonio M. López
OODSSLVLM
300
150
0
25 Jul 2019
Curriculum based Dropout Discriminator for Domain Adaptation
Curriculum based Dropout Discriminator for Domain AdaptationBritish Machine Vision Conference (BMVC), 2019
V. Kurmi
Vipul Bajaj
K. Venkatesh
Vinay P. Namboodiri
OOD
220
14
0
24 Jul 2019
Locality Preserving Joint Transfer for Domain Adaptation
Locality Preserving Joint Transfer for Domain AdaptationIEEE Transactions on Image Processing (TIP), 2019
Jingjing Li
Mengmeng Jing
Ke Lu
Zhu Lei
Mengqi Li
TTA
124
236
0
18 Jun 2019
Joint Semantic Domain Alignment and Target Classifier Learning for
  Unsupervised Domain Adaptation
Joint Semantic Domain Alignment and Target Classifier Learning for Unsupervised Domain Adaptation
Dongdong Chen
Yisen Wang
Jinfeng Yi
Zaiyi Chen
Zhi Zhou
188
4
0
10 Jun 2019
Zero-Shot Image Classification Using Coupled Dictionary Embedding
Zero-Shot Image Classification Using Coupled Dictionary EmbeddingMachine Learning with Applications (MLWA), 2019
Mohammad Rostami
Soheil Kolouri
Zak Murez
Yuri Owekcho
Eric Eaton
Kuyngnam Kim
VLM
188
16
0
10 Jun 2019
Attending to Discriminative Certainty for Domain Adaptation
Attending to Discriminative Certainty for Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2019
V. Kurmi
Shanu Kumar
Vinay P. Namboodiri
OOD
209
113
0
08 Jun 2019
Discriminative Clustering for Robust Unsupervised Domain Adaptation
Discriminative Clustering for Robust Unsupervised Domain Adaptation
Rui Wang
Guoyin Wang
Ricardo Henao
OOD
82
4
0
30 May 2019
Domain Generalization via Universal Non-volume Preserving Models
Domain Generalization via Universal Non-volume Preserving Models
Thanh-Dat Truong
C. Duong
Khoa Luu
Minh-Triet Tran
Ngan Le
OOD
198
0
0
28 May 2019
Domain-Specific Batch Normalization for Unsupervised Domain Adaptation
Domain-Specific Batch Normalization for Unsupervised Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2019
Woonggi Chang
Tackgeun You
Seonguk Seo
Suha Kwak
Bohyung Han
OOD
239
412
0
27 May 2019
Unsupervised Domain Adaptation via Regularized Conditional Alignment
Unsupervised Domain Adaptation via Regularized Conditional AlignmentIEEE International Conference on Computer Vision (ICCV), 2019
Safa Cicek
Stefano Soatto
OOD
221
124
0
26 May 2019
Temporal Attentive Alignment for Video Domain Adaptation
Temporal Attentive Alignment for Video Domain Adaptation
Min-Hung Chen
Z. Kira
G. Al-Regib
VGenTTA
182
7
0
26 May 2019
Learning Smooth Representation for Unsupervised Domain Adaptation
Learning Smooth Representation for Unsupervised Domain AdaptationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019
Guanyu Cai
Lianghua He
Mengchu Zhou
H. Alhumade
D. Hu
246
19
0
26 May 2019
Butterfly: One-step Approach towards Wildly Unsupervised Domain
  Adaptation
Butterfly: One-step Approach towards Wildly Unsupervised Domain Adaptation
Yifan Zhang
Jie Lu
Bo Han
Gang Niu
Guangquan Zhang
Masashi Sugiyama
223
25
0
19 May 2019
Domain Adaptive Transfer Learning for Fault Diagnosis
Domain Adaptive Transfer Learning for Fault DiagnosisPrognostics and System Health Management Conference (PHM), 2019
Qin Wang
Gabriel Michau
Olga Fink
AI4CE
125
123
0
15 May 2019
Structured Discriminative Tensor Dictionary Learning for Unsupervised
  Domain Adaptation
Structured Discriminative Tensor Dictionary Learning for Unsupervised Domain Adaptation
Songsong Wu
Yan Yan
Hao Tang
J. Qian
Jian Zhang
Xiaoyuan Jing
125
6
0
11 May 2019
Virtual Mixup Training for Unsupervised Domain Adaptation
Virtual Mixup Training for Unsupervised Domain Adaptation
Xudong Mao
Yun Ma
Zhenguo Yang
Yangbin Chen
Qing Li
324
53
0
10 May 2019
Domain Agnostic Learning with Disentangled Representations
Domain Agnostic Learning with Disentangled RepresentationsInternational Conference on Machine Learning (ICML), 2019
Xingchao Peng
Zijun Huang
Ximeng Sun
Kate Saenko
OODDRL
257
294
0
28 Apr 2019
Transferrable Prototypical Networks for Unsupervised Domain Adaptation
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
Semi-supervised Domain Adaptation via Minimax Entropy
Kuniaki Saito
Donghyun Kim
Stan Sclaroff
Trevor Darrell
Kate Saenko
323
698
0
13 Apr 2019
ACE: Adapting to Changing Environments for Semantic Segmentation
ACE: Adapting to Changing Environments for Semantic Segmentation
Zuxuan Wu
Xin Wang
Joseph E. Gonzalez
Tom Goldstein
L. Davis
OOD
197
107
0
12 Apr 2019
Bridging Theory and Algorithm for Domain Adaptation
Bridging Theory and Algorithm for Domain Adaptation
Yuchen Zhang
Tianle Liu
Mingsheng Long
Sai Li
308
790
0
11 Apr 2019
Domain-Symmetric Networks for Adversarial Domain Adaptation
Domain-Symmetric Networks for Adversarial Domain Adaptation
Yabin Zhang
Hui Tang
Kui Jia
Zhuliang Yu
OOD
183
346
0
09 Apr 2019
On Direct Distribution Matching for Adapting Segmentation Networks
On Direct Distribution Matching for Adapting Segmentation Networks
Georg Pichler
Jose Dolz
Ismail Ben Ayed
Pablo Piantanida
OOD
157
3
0
04 Apr 2019
DADA: Depth-aware Domain Adaptation in Semantic Segmentation
DADA: Depth-aware Domain Adaptation in Semantic Segmentation
Tuan-Hung Vu
Himalaya Jain
Max Bucher
Matthieu Cord
P. Pérez
3DV
281
197
0
03 Apr 2019
Looking back at Labels: A Class based Domain Adaptation Technique
Looking back at Labels: A Class based Domain Adaptation Technique
V. Kurmi
Vinay P. Namboodiri
219
34
0
02 Apr 2019
Significance-aware Information Bottleneck for Domain Adaptive Semantic
  Segmentation
Significance-aware Information Bottleneck for Domain Adaptive Semantic Segmentation
Yawei Luo
Ping Liu
T. Guan
Junqing Yu
Yi Yang
172
192
0
01 Apr 2019
Cluster Alignment with a Teacher for Unsupervised Domain Adaptation
Cluster Alignment with a Teacher for Unsupervised Domain Adaptation
Zhijie Deng
Yucen Luo
Jun Zhu
OOD
180
237
0
24 Mar 2019
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