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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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Shiji Song
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2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets
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Aldo A. Faisal
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105
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390
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Zijian Wang
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Mahsa Baktashmotlagh
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247
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International Conference on Data Science and Advanced Analytics (DSAA), 2022
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216
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183
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Martin Jaggi
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300
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09 Feb 2022
Graph-Relational Domain Adaptation
International Conference on Learning Representations (ICLR), 2022
Zihao Xu
Hao He
Guang-He Lee
Yuyang Wang
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OOD
308
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Jianfei Yang
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174
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Lin Gu
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Qingyu Chen
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Yingying Zhu
OOD
100
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18 Jan 2022
Knowledge Sharing via Domain Adaptation in Customs Fraud Detection
AAAI Conference on Artificial Intelligence (AAAI), 2022
Sungwon Park
Sundong Kim
M. Cha
189
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Transferability in Deep Learning: A Survey
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Yang Shu
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Mingsheng Long
OOD
204
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Clarence W. de Silva
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166
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Aligning Domain-specific Distribution and Classifier for Cross-domain Classification from Multiple Sources
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Fuzhen Zhuang
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296
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266
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218
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Unsupervised Domain Adaptation for Constraining Star Formation Histories
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Antoine de Mathelin
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208
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28 Dec 2021
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206
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204
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191
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Yu Wang
Yingwei Pan
Ting Yao
Xinmei Tian
Tao Mei
201
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Yingwei Pan
Yu Wang
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202
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OOD
220
51
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Semi-supervised Domain Adaptive Structure Learning
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Lichen Wang
Qianqian Ma
Yu Yin
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Y. Fu
TTA
257
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Extending the WILDS Benchmark for Unsupervised Adaptation
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Pang Wei Koh
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Tatsunori Hashimoto
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242
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143
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215
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239
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292
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Unsupervised Domain Generalization by Learning a Bridge Across Domains
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Eli Schwartz
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309
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Boosting Unsupervised Domain Adaptation with Soft Pseudo-label and Curriculum Learning
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206
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Active Learning for Domain Adaptation: An Energy-Based Approach
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261
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Unsupervised Domain Adaptation: A Reality Check
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Serge Belongie
Ser-Nam Lim
193
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Exploiting Both Domain-specific and Invariant Knowledge via a Win-win Transformer for Unsupervised Domain Adaptation
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Jinming Zhang
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Yulin Wang
Wei Li
ViT
188
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Privacy-preserving Federated Adversarial Domain Adaption over Feature Groups for Interpretability
IEEE Transactions on Big Data (TBD), 2021
Weijing Chen
Yang Liu
Yuezhou Wu
Guoqiang Ma
Qiang Yang
160
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Semi-Supervised Domain Generalization with Evolving Intermediate Domain
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Han Xie
Zhishu Sun
Weijie Chen
Wenxi Liu
Yuanlong Yu
Lei Zhang
433
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19 Nov 2021
Probabilistic Contrastive Learning for Domain Adaptation
International Joint Conference on Artificial Intelligence (IJCAI), 2021
Junjie Li
Yixin Zhang
Zilei Wang
Saihui Hou
Keyu Tu
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690
18
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Domain Attention Consistency for Multi-Source Domain Adaptation
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Yongxin Yang
Tao Xiang
228
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Deep Least Squares Alignment for Unsupervised Domain Adaptation
British Machine Vision Conference (BMVC), 2021
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Brian D. Davison
150
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PCA-based Multi Task Learning: a Random Matrix Approach
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181
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185
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212
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162
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328
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RefRec: Pseudo-labels Refinement via Shape Reconstruction for Unsupervised 3D Domain Adaptation
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141
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165
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258
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