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Domain-Adversarial Training of Neural Networks

28 May 2015

Papers citing "Domain-Adversarial Training of Neural Networks"

50 / 3,643 papers shown

Title
Efficient B-mode Ultrasound Image Reconstruction from Sub-sampled RF Data using Deep Learning Y. Yoon Shujaat Khan Jaeyoung Huh J. C. Ye 135 116 0 17 Dec 2017
Learning Modality-Invariant Representations for Speech and Images K. Leidal David Harwath James R. Glass SSL 56 29 0 11 Dec 2017
Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Kuniaki Saito Kohei Watanabe Yoshitaka Ushiku Tatsuya Harada 112 1,796 0 07 Dec 2017
Image to Image Translation for Domain Adaptation Zak Murez Soheil Kolouri D. Kriegman R. Ramamoorthi Kyungnam Kim OOD 64 530 0 01 Dec 2017
Label Efficient Learning of Transferable Representations across Domains and Tasks Zelun Luo Yuliang Zou Judy Hoffman Li Fei-Fei 70 277 0 30 Nov 2017
Multi-Domain Adversarial Learning for Slot Filling in Spoken Language Understanding Bing-Quan Liu Ian Lane 73 31 0 30 Nov 2017
Snorkel: Rapid Training Data Creation with Weak Supervision Alexander Ratner Stephen H. Bach Henry R. Ehrenberg Jason Alan Fries Sen Wu Christopher Ré 97 1,032 0 28 Nov 2017
Learning to cluster in order to transfer across domains and tasks Yen-Chang Hsu Zhaoyang Lv Z. Kira OOD 101 221 0 28 Nov 2017
In2I : Unsupervised Multi-Image-to-Image Translation Using Generative Adversarial Networks Pramuditha Perera Mahdi Abavisani Vishal M. Patel GAN 76 26 0 26 Nov 2017
Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery Zhongzheng Ren Yong Jae Lee SSL OOD 118 212 0 24 Nov 2017
Unsupervised Domain Adaptation with Similarity Learning Pedro H. O. Pinheiro SSL OOD 115 270 0 24 Nov 2017
Automated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine Learning P. Kerschke Heike Trautmann 87 152 0 24 Nov 2017
Adversarial Transfer Learning for Cross-domain Visual Recognition Shanshan Wang Lei Zhang Jingru Fu OOD GAN 61 19 0 24 Nov 2017
Modelling Domain Relationships for Transfer Learning on Retrieval-based Question Answering Systems in E-commerce Jianfei Yu Minghui Qiu Jing Jiang Jun Huang Shuangyong Song Wei Chu Haiqing Chen 67 102 0 23 Nov 2017
Adversarial Feature Augmentation for Unsupervised Domain Adaptation Riccardo Volpi Pietro Morerio Silvio Savarese Vittorio Murino GAN OOD 112 234 0 23 Nov 2017
Model-based Clustering with Sparse Covariance Matrices Michael Fop T. B. Murphy Luca Scrucca 78 39 0 21 Nov 2017
Residual Parameter Transfer for Deep Domain Adaptation Artem Rozantsev Mathieu Salzmann Pascal Fua OOD 60 56 0 21 Nov 2017
Parameter Reference Loss for Unsupervised Domain Adaptation Jiren Jin R. Calland Takeru Miyato Brian K. Vogel Hideki Nakayama 42 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 119 903 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 57 95 0 16 Nov 2017
Less-forgetful Learning for Domain Expansion in Deep Neural Networks Heechul Jung Jeongwoo Ju Minju Jung Junmo Kim CLL OOD 81 71 0 16 Nov 2017
XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings Amelie Royer Konstantinos Bousmalis Stephan Gouws Fred Bertsch Inbar Mosseri Forrester Cole Kevin Patrick Murphy GAN 146 145 0 14 Nov 2017
Kernelized Hashcode Representations for Relation Extraction S. Garg Aram Galstyan Greg Ver Steeg Irina Rish Guillermo Cecchi Shuyang Gao 45 1 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 151 3,012 0 08 Nov 2017
Few-Shot Adversarial Domain Adaptation Saeid Motiian Q. Jones Seyed Mehdi Iranmanesh Gianfranco Doretto 94 414 0 05 Nov 2017
Adversarial Dropout Regularization Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada Kate Saenko GAN 85 286 0 05 Nov 2017
Generalized Probabilistic Bisection for Stochastic Root-Finding Sergio Rodríguez M. Ludkovski 35 3 0 02 Nov 2017
Unsupervised Machine Translation Using Monolingual Corpora Only Guillaume Lample Alexis Conneau Ludovic Denoyer MarcÁurelio Ranzato SSL 168 1,098 0 31 Oct 2017
Conditional Variance Penalties and Domain Shift Robustness C. Heinze-Deml N. Meinshausen OOD VLM 82 4 0 31 Oct 2017
On Pre-Trained Image Features and Synthetic Images for Deep Learning Stefan Hinterstoißer Vincent Lepetit Paul Wohlhart K. Konolige VLM ObjD 54 231 0 29 Oct 2017
From Distance Correlation to Multiscale Graph Correlation Cencheng Shen Carey E. Priebe Joshua T. Vogelstein 62 64 0 26 Oct 2017
Aggregating Algorithm for Prediction of Packs Dmitry Adamskiy A. Bellotti Raisa Dzhamtyrova Yuri Kalnishkan 44 10 0 23 Oct 2017
Sim-to-Real Transfer of Robotic Control with Dynamics Randomization Xue Bin Peng Marcin Andrychowicz Wojciech Zaremba Pieter Abbeel 129 1,369 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 72 117 0 17 Oct 2017
Learning Independent Features with Adversarial Nets for Non-linear ICA Philemon Brakel Yoshua Bengio OOD CML 84 94 0 13 Oct 2017
Identifying Quantum Phase Transitions with Adversarial Neural Networks Patrick Huembeli A. Dauphin P. Wittek AAML 106 55 0 11 Oct 2017
Combining Learned and Analytical Models for Predicting Action Effects from Sensory Data Alina Kloss S. Schaal Jeannette Bohg 80 86 0 11 Oct 2017
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 302 1,663 0 11 Oct 2017
Tracking Persons-of-Interest via Unsupervised Representation Adaptation Shun Zhang Jia-Bin Huang Jongwoo Lim Yihong Gong Jinjun Wang Narendra Ahuja Ming-Hsuan Yang CVBM 74 31 0 05 Oct 2017
Unified Deep Supervised Domain Adaptation and Generalization Saeid Motiian Marco Piccirilli Donald Adjeroh Gianfranco Doretto OOD 111 793 0 28 Sep 2017
Addressing Challenging Place Recognition Tasks using Generative Adversarial Networks Yasir Latif Ravi Garg Michael Milford Ian Reid GAN 54 36 0 26 Sep 2017
MR Acquisition-Invariant Representation Learning Wouter M. Kouw Marco Loog L. Bartels A. Mendrik OOD 71 11 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 107 656 0 22 Sep 2017
Forecasting of commercial sales with large scale Gaussian Processes Rodrigo Rivera Evgeny Burnaev 52 22 0 16 Sep 2017
Fine-grained Recognition in the Wild: A Multi-Task Domain Adaptation Approach Timnit Gebru Judy Hoffman Li Fei-Fei 98 157 0 07 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 53 11 0 02 Sep 2017
Convergence Analysis of Deterministic Kernel-Based Quadrature Rules in Misspecified Settings Motonobu Kanagawa Bharath K. Sriperumbudur Kenji Fukumizu 87 45 0 01 Sep 2017
The Role of Minimal Complexity Functions in Unsupervised Learning of Semantic Mappings Tomer Galanti Lior Wolf Sagie Benaim 89 25 0 31 Aug 2017
Exploiting Convolution Filter Patterns for Transfer Learning Mehmet Aygun Y. Aytar H. K. Ekenel 55 12 0 23 Aug 2017
Accelerating Kernel Classifiers Through Borders Mapping Peter Mills 90 6 0 20 Aug 2017