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Deep Transfer Learning with Joint Adaptation Networks

21 May 2016

Papers citing "Deep Transfer Learning with Joint Adaptation Networks"

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Title
Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification Ruidan He Wee Sun Lee Hwee Tou Ng Daniel Dahlmeier 88 63 0 03 Sep 2018
Joint Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation Chao Chen Zhihong Chen Boyuan Jiang Xinyu Jin OOD 126 245 0 28 Aug 2018
Partial Adversarial Domain Adaptation Zhangjie Cao Li-jie Ma Mingsheng Long Jianmin Wang 207 467 0 10 Aug 2018
A Survey on Deep Transfer Learning Chuanqi Tan F. Sun Tao Kong Wenchang Zhang Chao Yang Chunfang Liu 300 2,748 0 06 Aug 2018
Deep Transfer Learning for EEG-based Brain Computer Interface Chuanqi Tan F. Sun Wenchang Zhang 74 40 0 06 Aug 2018
Dynamic Adaptation on Non-Stationary Visual Domains Sindi Shkodrani M. Hofmann E. Gavves TTA OOD 54 5 0 02 Aug 2018
Domain Generalization via Conditional Invariant Representation Ya Li Biwei Huang Xinmei Tian Tongliang Liu Dacheng Tao AI4CE OOD 190 280 0 23 Jul 2018
Deep Transfer Learning for Cross-domain Activity RecognitionInternational Conference on Crowd Science and Engineering (ICCSE), 2018 Yongfeng Zhang V. Zheng Yiqiang Chen Meiyu Huang HAI 142 137 0 20 Jul 2018
Zero-shot Domain Adaptation without Domain Semantic Descriptors Atsutoshi Kumagai Tomoharu Iwata VLM 120 13 0 09 Jul 2018
Towards more Reliable Transfer Learning Zirui Wang J. Carbonell 86 12 0 06 Jul 2018
Multi-task Mid-level Feature Alignment Network for Unsupervised Cross-Dataset Person Re-IdentificationBritish Machine Vision Conference (BMVC), 2018 Shan Lin Haoliang Li Chang-Tsun Li Alex C. Kot 132 195 0 04 Jul 2018
Learning Transferable UAV for Forest Visual Perception Lyujie Chen Wufan Wang Jihong Zhu 74 7 0 10 Jun 2018
Learning Factorized Representations for Open-set Domain Adaptation Mahsa Baktash M. Faraki Tom Drummond Mathieu Salzmann OOD 103 55 0 31 May 2018
SOSELETO: A Unified Approach to Transfer Learning and Training with Noisy Labels Or Litany Daniel Freedman NoLa 131 13 0 24 May 2018
DiDA: Disentangled Synthesis for Domain Adaptation Jinming Cao Oren Katzir Peng-Tao Jiang Dani Lischinski Danny Cohen-Or Changhe Tu Yangyan Li 87 35 0 21 May 2018
Exploiting Images for Video Recognition with Hierarchical Generative Adversarial Networks Feiwu Yu Xinxiao Wu Yuchao Sun Lixin Duan GAN 83 13 0 11 May 2018
Detection of Paroxysmal Atrial Fibrillation using Attention-based Bidirectional Recurrent Neural Networks S. Shashikumar Amit J. Shah Gari D. Clifford S. Nemati 110 81 0 07 May 2018
Sample-to-Sample Correspondence for Unsupervised Domain Adaptation Debasmit Das C.S. George Lee OOD 221 62 0 01 May 2018
Open Set Domain Adaptation by Backpropagation Kuniaki Saito Shohei Yamamoto Yoshitaka Ushiku Tatsuya Harada VLM 186 547 0 27 Apr 2018
Unsupervised Domain Adaptation with Adversarial Residual Transform Networks Guanyu Cai Yuqin Wang Mengchu Zhou Lianghua He GAN 63 98 0 25 Apr 2018
Deep Transfer Network with Joint Distribution Adaptation: A New Intelligent Fault Diagnosis Framework for Industry Application Te Han Chao Liu Wenguang Yang D. Jiang OOD AI4CE 91 468 0 18 Apr 2018
Adversarial Alignment of Class Prediction Uncertainties for Domain Adaptation Jeroen Manders Twan van Laarhoven E. Marchiori 116 21 0 12 Apr 2018
Causal Generative Domain Adaptation Networks Biwei Huang Kun Zhang Erdun Gao Clark Glymour Dacheng Tao Kayhan Batmanghelich CML OOD TTA 123 22 0 12 Apr 2018
Importance Weighted Adversarial Nets for Partial Domain Adaptation Jing Zhang Zewei Ding W. Li P. Ogunbona 162 436 0 25 Mar 2018
Domain Adaptation with Randomized Expectation Maximization Twan van Laarhoven E. Marchiori OOD 54 5 0 20 Mar 2018
Domain Adaptation on Graphs by Learning Aligned Graph BasesIEEE Transactions on Knowledge and Data Engineering (TKDE), 2018 Mehmet Pilanci Elif Vural OOD 116 53 0 14 Mar 2018
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation Jogendra Nath Kundu P. Uppala Anuj Pahuja R. Venkatesh Babu MDE 127 189 0 05 Mar 2018
Cost-Effective Training of Deep CNNs with Active Model Adaptation Sheng-Jun Huang Jia-Wei Zhao Zhao-Yang Liu 93 65 0 15 Feb 2018
Deep Visual Domain Adaptation: A Survey Mei Wang Weihong Deng OOD 342 2,123 0 10 Feb 2018
Museum Exhibit Identification Challenge for Domain Adaptation and Beyond Piotr Koniusz Yusuf Tas Hongguang Zhang Mehrtash Harandi Fatih Porikli Rui Zhang 101 8 0 04 Feb 2018
Deep Adversarial Attention Alignment for Unsupervised Domain Adaptation: the Benefit of Target Expectation Maximization Guoliang Kang Liang Zheng Yan Yan Yi Yang OOD 263 124 0 30 Jan 2018
Incremental Adversarial Domain Adaptation for Continually Changing EnvironmentsIEEE International Conference on Robotics and Automation (ICRA), 2017 Markus Wulfmeier Alex Bewley Ingmar Posner CLL 136 135 0 20 Dec 2017
Towards the Augmented Pathologist: Challenges of Explainable-AI in Digital Pathology Andreas Holzinger Bernd Malle Peter Kieseberg P. Roth Heimo Muller Robert Reihs K. Zatloukal 95 95 0 18 Dec 2017
Stretching Domain Adaptation: How far is too far? Yunhan Zhao Haider Ali René Vidal OOD 93 7 0 06 Dec 2017
Label Efficient Learning of Transferable Representations across Domains and Tasks Zelun Luo Yuliang Zou Judy Hoffman Li Fei-Fei 137 282 0 30 Nov 2017
Learning to cluster in order to transfer across domains and tasks Yen-Chang Hsu Zhaoyang Lv Z. Kira OOD 194 235 0 28 Nov 2017
Unsupervised Domain Adaptation with Similarity Learning Pedro H. O. Pinheiro SSL OOD 231 281 0 24 Nov 2017
Adversarial Transfer Learning for Cross-domain Visual Recognition Shanshan Wang Lei Zhang Jingru Fu OOD GAN 100 19 0 24 Nov 2017
Residual Parameter Transfer for Deep Domain Adaptation Artem Rozantsev Mathieu Salzmann Pascal Fua OOD 95 56 0 21 Nov 2017
Parameter Reference Loss for Unsupervised Domain Adaptation Jiren Jin R. Calland Takeru Miyato Brian K. Vogel Hideki Nakayama 81 0 0 20 Nov 2017
Style Transfer in Text: Exploration and Evaluation Zhenxin Fu Xiaoye Tan Nanyun Peng Dongyan Zhao Rui Yan 169 525 0 18 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 116 102 0 16 Nov 2017
Adversarial Dropout Regularization Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada Kate Saenko GAN 117 293 0 05 Nov 2017
Distributed Deep Transfer Learning by Basic Probability Assignment A. Shahriari 44 2 0 20 Oct 2017
VisDA: The Visual Domain Adaptation Challenge Xingchao Peng Ben Usman Neela Kaushik Judy Hoffman Yi Xu Kate Saenko OOD 202 870 0 18 Oct 2017
Curriculum Learning of Visual Attribute Clusters for Multi-Task Classification N. Sarafianos Theodore Giannakopoulos Christophoros Nikou I. Kakadiaris 211 44 0 19 Sep 2017
Adaptive SVM+: Learning with Privileged Information for Domain Adaptation N. Sarafianos Michalis Vrigkas I. Kakadiaris 134 23 0 30 Aug 2017
Causally Regularized Learning with Agnostic Data Selection Bias Zheyan Shen Peng Cui Kun Kuang Yangqiu Song Peixuan Chen OOD 114 99 0 22 Aug 2017
Transfer Learning with Label Noise Xiyu Yu Tongliang Liu Biwei Huang Kun Zhang Kayhan Batmanghelich Dacheng Tao NoLa 128 32 0 31 Jul 2017
Mutual Alignment Transfer Learning Markus Wulfmeier Ingmar Posner Pieter Abbeel 225 62 0 25 Jul 2017