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Learning Transferable Features with Deep Adaptation Networks

10 February 2015

Papers citing "Learning Transferable Features with Deep Adaptation Networks"

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Title
Domain Adaptation Meets Disentangled Representation Learning and Style TransferIEEE International Conference on Systems, Man and Cybernetics (SMC), 2017 Hoang Tran Vu Ching-Chun Huang OOD DRL 181 11 0 25 Dec 2017
Sim2Real View Invariant Visual Servoing by Recurrent Control Fereshteh Sadeghi Alexander Toshev Eric Jang Sergey Levine 122 101 0 20 Dec 2017
Feature Mapping for Learning Fast and Accurate 3D Pose Inference from Synthetic Images Mahdi Rad Markus Oberweger Vincent Lepetit 3DH 126 134 0 11 Dec 2017
Domain Adaptation Using Adversarial Learning for Autonomous Navigation Jaeyoon Yoo Yongjun Hong YungKyun Noh Sungroh Yoon 189 7 0 11 Dec 2017
Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Kuniaki Saito Kohei Watanabe Yoshitaka Ushiku Tatsuya Harada 380 1,910 0 07 Dec 2017
Stretching Domain Adaptation: How far is too far? Yunhan Zhao Haider Ali René Vidal OOD 113 7 0 06 Dec 2017
Adversarial Attribute-Image Person Re-identification Zhou Yin Weishi Zheng Ancong Wu Hong-Xing Yu Hai Wang Xiaowei Guo Feiyue Huang Jianhuang Lai GAN 158 3 0 05 Dec 2017
Image to Image Translation for Domain Adaptation Zak Murez Soheil Kolouri D. Kriegman R. Ramamoorthi Kyungnam Kim OOD 193 545 0 01 Dec 2017
Label Efficient Learning of Transferable Representations across Domains and Tasks Zelun Luo Yuliang Zou Judy Hoffman Li Fei-Fei 197 283 0 30 Nov 2017
ROAD: Reality Oriented Adaptation for Semantic Segmentation of Urban Scenes Yuhua Chen Wen Li Luc Van Gool 214 307 0 30 Nov 2017
Learning to cluster in order to transfer across domains and tasks Yen-Chang Hsu Zhaoyang Lv Z. Kira OOD 272 239 0 28 Nov 2017
Unsupervised Domain Adaptation with Similarity Learning Pedro H. O. Pinheiro SSL OOD 243 282 0 24 Nov 2017
Adversarial Transfer Learning for Cross-domain Visual Recognition Shanshan Wang Lei Zhang Jingru Fu OOD GAN 108 21 0 24 Nov 2017
Adversarial Feature Augmentation for Unsupervised Domain Adaptation Riccardo Volpi Pietro Morerio Silvio Savarese Vittorio Murino GAN OOD 185 246 0 23 Nov 2017
Residual Parameter Transfer for Deep Domain Adaptation Artem Rozantsev Mathieu Salzmann Pascal Fua OOD 107 56 0 21 Nov 2017
Parameter Reference Loss for Unsupervised Domain Adaptation Jiren Jin R. Calland Takeru Miyato Brian K. Vogel Hideki Nakayama 167 0 0 20 Nov 2017
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification Weijian Deng Liang Zheng QiXiang Ye Guoliang Kang Yezhou Yang Jianbin Jiao 411 947 0 19 Nov 2017
Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation S. Sankaranarayanan Yogesh Balaji Arpit Jain Ser Nam Lim Rama Chellappa GAN OOD 126 70 0 19 Nov 2017
Robust Unsupervised Domain Adaptation for Neural Networks via Moment Alignment Werner Zellinger Bernhard A. Moser Thomas Grubinger E. Lughofer T. Natschläger Susanne Saminger-Platz OOD 164 103 0 16 Nov 2017
Less-forgetful Learning for Domain Expansion in Deep Neural Networks Heechul Jung Jeongwoo Ju Minju Jung Junmo Kim CLL OOD 98 76 0 16 Nov 2017
Multiple-Source Adaptation for Regression Problems Judy Hoffman M. Mohri Ningshan Zhang 86 5 0 14 Nov 2017
All-Transfer Learning for Deep Neural Networks and its Application to Sepsis Classification Yoshihide Sawada Yoshikuni Sato Toru Nakada Kei Ujimoto N. Hayashi 79 12 0 13 Nov 2017
A Fully Convolutional Tri-branch Network (FCTN) for Domain Adaptation Junting Zhang Liang Chen C.-C. Jay Kuo SSeg OOD 133 24 0 10 Nov 2017
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell 463 3,170 0 08 Nov 2017
Few-Shot Adversarial Domain Adaptation Saeid Motiian Q. Jones Seyed Mehdi Iranmanesh Gianfranco Doretto 222 426 0 05 Nov 2017
Adversarial Dropout Regularization Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada Kate Saenko GAN 141 294 0 05 Nov 2017
Knowledge Projection for Deep Neural Networks Zhi Zhang G. Ning Zhihai He 123 15 0 26 Oct 2017
VisDA: The Visual Domain Adaptation Challenge Xingchao Peng Ben Usman Neela Kaushik Judy Hoffman Yi Xu Kate Saenko OOD 246 878 0 18 Oct 2017
Multi-Task Domain Adaptation for Deep Learning of Instance Grasping from Simulation Kuan Fang Yunfei Bai Stefan Hinterstoißer Silvio Savarese Mrinal Kalakrishnan OOD 190 125 0 17 Oct 2017
Deeper, Broader and Artier Domain Generalization Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales OOD 473 1,636 0 09 Oct 2017
Unified Deep Supervised Domain Adaptation and Generalization Saeid Motiian Marco Piccirilli Donald Adjeroh Gianfranco Doretto OOD 413 845 0 28 Sep 2017
Domain Adaptation from Synthesis to Reality in Single-model Detector for Video Smoke Detection Gao Xu Yongming Zhang Qixing Zhang Gaohua Lin Jinjun Wang TTA 154 12 0 24 Sep 2017
Mitigating the Impact of Speech Recognition Errors on Chatbot using Sequence-to-Sequence Model Pin-Jung Chen I-Hung Hsu Yi Yao Huang Hung-yi Lee 190 18 0 22 Sep 2017
Using Simulation and Domain Adaptation to Improve Efficiency of Deep Robotic Grasping Konstantinos Bousmalis A. Irpan Paul Wohlhart Yunfei Bai Matthew Kelcey ... Julian Ibarz P. Pastor K. Konolige Sergey Levine Vincent Vanhoucke OOD 281 695 0 22 Sep 2017
Optimal Transport for Deep Joint Transfer Learning Ying Lu Liming Chen A. Saidi 76 9 0 09 Sep 2017
Fine-grained Recognition in the Wild: A Multi-Task Domain Adaptation Approach Timnit Gebru Judy Hoffman Li Fei-Fei 175 161 0 07 Sep 2017
Transfer Learning for Performance Modeling of Configurable Systems: An Exploratory Analysis Pooyan Jamshidi Norbert Siegmund Miguel Velez Jane Hsieh Akshay Patel Yuvraj Agarwal 137 128 0 07 Sep 2017
The Devil is in the Tails: Fine-grained Classification in the Wild Grant Van Horn Pietro Perona VLM 187 214 0 05 Sep 2017
Dataset Augmentation with Synthetic Images Improves Semantic Segmentation M. Goyal Param S. Rajpura Hristo Bojinov R. Hegde 241 27 0 04 Sep 2017
$When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, $\ell_2$-consistency and Neuroscience Applications$ When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, $\ell_2$ -consistency and Neuroscience Applications H. Zhou Yilin Zhang V. Ithapu Sterling C. Johnson G. Wahba Vikas Singh OOD 162 11 0 02 Sep 2017
Causally Regularized Learning with Agnostic Data Selection Bias Zheyan Shen Peng Cui Kun Kuang Yangqiu Song Peixuan Chen OOD 126 99 0 22 Aug 2017
Learning to Transfer Ying Wei Yu Zhang Qiang Yang 138 29 0 18 Aug 2017
MHTN: Modal-adversarial Hybrid Transfer Network for Cross-modal RetrievalIEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2017 Xin Huang Yuxin Peng Mingkuan Yuan GAN 120 119 0 08 Aug 2017
GPLAC: Generalizing Vision-Based Robotic Skills using Weakly Labeled ImagesIEEE International Conference on Computer Vision (ICCV), 2017 Avi Singh Larry Yang Sergey Levine 135 23 0 07 Aug 2017
Attention Transfer from Web Images for Video Recognition Junnan Li Yongkang Wong Qi Zhao Mohan Kankanhalli 152 47 0 03 Aug 2017
Associative Domain Adaptation Philip Häusser Thomas Frerix A. Mordvintsev Zorah Lähner BDL 171 251 0 02 Aug 2017
Transfer Learning with Label Noise Xiyu Yu Tongliang Liu Biwei Huang Kun Zhang Kayhan Batmanghelich Dacheng Tao NoLa 144 32 0 31 Jul 2017
Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes Yang Zhang P. David Boqing Gong SSeg 349 344 0 29 Jul 2017
Partial Transfer Learning with Selective Adversarial Networks Zhangjie Cao Mingsheng Long Jianmin Wang Sai Li GAN 160 465 0 25 Jul 2017
Domain Adaptation for Resume Classification Using Convolutional Neural Networks L. Sayfullina Eric Malmi Yiping Liao Alexander Jung 84 20 0 18 Jul 2017