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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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Adversarial Unsupervised Domain Adaptation with Conditional and Label Shift: Infer, Align and Iterate
IEEE International Conference on Computer Vision (ICCV), 2021
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Zhenhua Guo
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Fangxu Xing
J. You
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Jonghye Woo
303
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28 Jul 2021
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Jingxiao Liu
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Mario Bergés
Hae Young Noh
126
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23 Jul 2021
Transporting Causal Mechanisms for Unsupervised Domain Adaptation
IEEE International Conference on Computer Vision (ICCV), 2021
Zhongqi Yue
Qianru Sun
Xiansheng Hua
Hanwang Zhang
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315
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23 Jul 2021
MCDAL: Maximum Classifier Discrepancy for Active Learning
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
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Dong-Jin Kim
Yunjae Jung
In So Kweon
247
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268
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Qingming Huang
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348
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Pengyi Zhang
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Liangli Zheng
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130
12
0
13 Jul 2021
Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation
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Jiaxing Huang
Dayan Guan
Fangneng Zhan
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304
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0
12 Jul 2021
Partial Video Domain Adaptation with Partial Adversarial Temporal Attentive Network
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Jianfei Yang
Haozhi Cao
Qi Li
K. Mao
Zhenghua Chen
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183
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11 Jul 2021
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Yuecong Xu
Jianfei Yang
Haozhi Cao
K. Mao
Jianxiong Yin
Simon See
215
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142
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Akshay Mehra
B. Kailkhura
Pin-Yu Chen
Jihun Hamm
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266
26
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08 Jul 2021
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Guillaume Richard
Alejandro de la Concha
Mouad Yachouti
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Mathilde Mougeot
Nicolas Vayatis
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185
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Yoichi Sato
455
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Yongxin Yang
Yu Qiao
Tao Xiang
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215
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Multi-Source domain adaptation via supervised contrastive learning and confident consistency regularization
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Maria Vakalopoulou
Florent Couzinié-Devy
186
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30 Jun 2021
High-dimensional separability for one- and few-shot learning
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I. Tyukin
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258
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28 Jun 2021
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Xavier Gibert
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Vincent Dumoulin
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141
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327
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157
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Secure Domain Adaptation with Multiple Sources
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Mohammad Rostami
186
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Enhanced Separable Disentanglement for Unsupervised Domain Adaptation
International Conference on Information Photonics (ICIP), 2021
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Brian D. Davison
150
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22 Jun 2021
f-Domain-Adversarial Learning: Theory and Algorithms
International Conference on Machine Learning (ICML), 2021
David Acuna
Guojun Zhang
M. Law
Sanja Fidler
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203
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21 Jun 2021
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Guoqiang Wei
Cuiling Lan
Wenjun Zeng
Zhizheng Zhang
Zhibo Chen
347
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21 Jun 2021
Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation
International Joint Conference on Artificial Intelligence (IJCAI), 2021
Zhen Qiu
Yifan Zhang
Hongbin Lin
Shuaicheng Niu
Yanxia Liu
Qing Du
Zhuliang Yu
TTA
182
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Gradual Domain Adaptation via Self-Training of Auxiliary Models
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Kui Jia
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219
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Deep Subdomain Adaptation Network for Image Classification
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
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Fuzhen Zhuang
Yongfeng Zhang
Guolin Ke
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Hui Xiong
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237
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Domain Consistency Regularization for Unsupervised Multi-source Domain Adaptive Classification
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Shuai Yi
245
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Self-training Guided Adversarial Domain Adaptation For Thermal Imagery
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U. Halici
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140
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Domain Generalization on Medical Imaging Classification using Episodic Training with Task Augmentation
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Qi Qi
Xinghao Ding
Yue Huang
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135
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KRADA: Known-region-aware Domain Alignment for Open-set Domain Adaptation in Semantic Segmentation
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Yifan Zhang
Chen Gong
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Bo Han
OOD
292
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Spectral Unsupervised Domain Adaptation for Visual Recognition
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Jingyi Zhang
Jiaxing Huang
Zichen Tian
Shijian Lu
351
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Cross-domain Contrastive Learning for Unsupervised Domain Adaptation
IEEE transactions on multimedia (IEEE Trans. Multimedia), 2021
Rui Wang
Zuxuan Wu
Zejia Weng
Yue Yu
Guo-Jun Qi
Yu-Gang Jiang
243
202
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Learning Domain Invariant Representations by Joint Wasserstein Distance Minimization
Neural Networks (NN), 2021
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Yusei Kawakami
Yuichiro Wada
Takafumi Kanamori
K. Müller
G. Montavon
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302
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AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation
International Conference on Learning Representations (ICLR), 2021
David Berthelot
Rebecca Roelofs
Kihyuk Sohn
Nicholas Carlini
Alexey Kurakin
426
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Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2021
Zhekai Du
Jingjing Li
Hongzu Su
Lei Zhu
Ke Lu
181
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Adversarial Semantic Hallucination for Domain Generalized Semantic Segmentation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Gabriel Tjio
Ping Liu
Qiufeng Wang
Rick Siow Mong Goh
OOD
254
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0
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Feature-based Style Randomization for Domain Generalization
Yue Wang
Lei Qi
Yinghuan Shi
Yang Gao
OOD
201
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Category Contrast for Unsupervised Domain Adaptation in Visual Tasks
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Dayan Guan
Aoran Xiao
Shijian Lu
Ling Shao
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438
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RDA: Robust Domain Adaptation via Fourier Adversarial Attacking
IEEE International Conference on Computer Vision (ICCV), 2021
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Dayan Guan
Aoran Xiao
Shijian Lu
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322
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Dayan Guan
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197
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247
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Go Irie
Daiki Ikami
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185
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Haojian Zhang
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Shuai Li
Kui Jia
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168
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Hao Tang
Zhun Zhong
M. Ding
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174
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Unsupervised Domain Adaptation of Object Detectors: A Survey
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Vishwanath A. Sindagi
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322
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136
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KLIEP-based Density Ratio Estimation for Semantically Consistent Synthetic to Real Images Adaptation in Urban Traffic Scenes
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192
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