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Domain-Adversarial Training of Neural Networks

28 May 2015

Papers citing "Domain-Adversarial Training of Neural Networks"

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Title
Unsupervised Domain Adaptation: from Simulation Engine to the RealWorld Sicheng Zhao Bichen Wu Joseph E. Gonzalez Sanjit A. Seshia Kurt Keutzer OOD 35 5 0 24 Mar 2018
Domain Adaptation with Randomized Expectation Maximization Twan van Laarhoven E. Marchiori OOD 13 5 0 20 Mar 2018
Acoustic feature learning using cross-domain articulatory measurements Qingming Tang Weiran Wang Karen Livescu 29 2 0 19 Mar 2018
Cross-domain Recommendation via Deep Domain Adaptation Heishiro Kanagawa Hayato Kobayashi N. Shimizu Yukihiro Tagami Taiji Suzuki 68 94 0 08 Mar 2018
Synthesis in pMDPs: A Tale of 1001 Parameters Murat Cubuktepe N. Jansen Sebastian Junges J. Katoen Ufuk Topcu 52 43 0 05 Mar 2018
Kinematic Morphing Networks for Manipulation Skill Transfer Péter Englert Marc Toussaint 3DPC 26 5 0 05 Mar 2018
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation Jogendra Nath Kundu P. Uppala Anuj Pahuja R. Venkatesh Babu MDE 75 187 0 05 Mar 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 133 882 0 03 Mar 2018
Deep Cocktail Network: Multi-source Unsupervised Domain Adaptation with Category Shift Ruijia Xu Ziliang Chen W. Zuo Junjie Yan Liang Lin OOD 96 392 0 02 Mar 2018
Gotta Adapt Ém All: Joint Pixel and Feature-Level Domain Adaptation for Recognition in the Wild Luan Tran Kihyuk Sohn Xiang Yu Xiaoming Liu Manmohan Chandraker 51 4 0 28 Feb 2018
Learning to Adapt Structured Output Space for Semantic Segmentation Yi-Hsuan Tsai Wei-Chih Hung S. Schulter Kihyuk Sohn Ming-Hsuan Yang Manmohan Chandraker OOD SSeg 184 1,551 0 28 Feb 2018
Mixed Supervised Object Detection with Robust Objectness Transfer Yan-Ran Li Junge Zhang Kaiqi Huang Jianguo Zhang WSOD 92 36 0 27 Feb 2018
Millionaire: A Hint-guided Approach for Crowdsourcing Bo Han Quanming Yao Yuangang Pan Ivor W. Tsang Xiaokui Xiao Qiang Yang Masashi Sugiyama LRM 17 4 0 26 Feb 2018
Adaptive Deep Learning through Visual Domain Localization G. Angeletti Barbara Caputo Tatiana Tommasi OOD 75 22 0 24 Feb 2018
Machine learning based hyperspectral image analysis: A survey Utsav B. Gewali S. Monteiro E. Saber 53 116 0 23 Feb 2018
Learning Optimal Policies from Observational Data Onur Atan W. Zame M. Schaar CML OOD OffRL 62 18 0 23 Feb 2018
Weighted Double Deep Multiagent Reinforcement Learning in Stochastic Cooperative Environments Yan Zheng Jianye Hao Zongzhang Zhang OffRL 60 38 0 23 Feb 2018
Robust Estimation via Robust Gradient Estimation Adarsh Prasad A. Suggala Sivaraman Balakrishnan Pradeep Ravikumar 103 222 0 19 Feb 2018
DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks (with Supplementary Materials) Shuang Ma Jianlong Fu Chang Wen Chen Tao Mei GAN 73 154 0 18 Feb 2018
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 386 685 0 17 Feb 2018
Multinomial Adversarial Networks for Multi-Domain Text Classification Xilun Chen Claire Cardie OOD 74 133 0 15 Feb 2018
Learning Privacy Preserving Encodings through Adversarial Training Francesco Pittaluga S. Koppal Ayan Chakrabarti PICV 160 76 0 14 Feb 2018
Variable Selection and Task Grouping for Multi-Task Learning Jun-Yong Jeong C. Jun 19 23 0 13 Feb 2018
Bayesian comparison of latent variable models: Conditional vs marginal likelihoods Edgar C. Merkle Daniel Furr S. Rabe-Hesketh 83 75 0 13 Feb 2018
Combinets: Creativity via Recombination of Neural Networks Matthew J. Guzdial Mark O. Riedl 31 10 0 10 Feb 2018
Deep Visual Domain Adaptation: A Survey Mei Wang Weihong Deng OOD 122 2,023 0 10 Feb 2018
Pros and Cons of GAN Evaluation Measures Ali Borji ELM EGVM 83 879 0 09 Feb 2018
Real-time Prediction of Intermediate-Horizon Automotive Collision Risk Blake Wulfe Sunil Chintakindi Sou-Cheng T. Choi R. Hartong-Redden A. Kodali Mykel J. Kochenderfer 54 17 0 05 Feb 2018
Museum Exhibit Identification Challenge for Domain Adaptation and Beyond Piotr Koniusz Yusuf Tas Hongguang Zhang Mehrtash Harandi Fatih Porikli Rui Zhang 66 7 0 04 Feb 2018
Deep Learning for Genomics: A Concise Overview Tianwei Yue Yuanxin Wang Longxiang Zhang Chunming Gu Haohan Wang Wenping Wang Qi Lyu Yujie Dun AILaw VLM BDL 86 91 0 02 Feb 2018
Tournament Leave-pair-out Cross-validation for Receiver Operating Characteristic (ROC) Analysis Ileana Montoya Perez A. Airola Peter Bostrom I. Jambor T. Pahikkala 23 20 0 29 Jan 2018
Covariance-based Dissimilarity Measures Applied to Clustering Wide-sense Stationary Ergodic Processes Qidi Peng N. Rao Ran Zhao 24 7 0 27 Jan 2018
Task-parallel Analysis of Molecular Dynamics Trajectories Ioannis Paraskevakos André Luckow Mahzad Khoshlessan George Chantzialexiou Thomas E. Cheatham O. Beckstein Geoffrey C. Fox S. Jha 38 15 0 23 Jan 2018
Investigating the Working of Text Classifiers Devendra Singh Sachan Manzil Zaheer Ruslan Salakhutdinov AI4TS 56 9 0 19 Jan 2018
Non-Adversarial Unsupervised Word Translation Yedid Hoshen Lior Wolf 87 119 0 18 Jan 2018
A Randomized Exchange Algorithm for Computing Optimal Approximate Designs of Experiments Radoslav Harman Lenka Filová Peter Richtárik 49 52 0 17 Jan 2018
Adversarial Learning for Chinese NER from Crowd Annotations YaoSheng Yang Meishan Zhang Wenliang Chen Wei Zhang Haofen Wang Min Zhang 58 33 0 16 Jan 2018
Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly M. Opitz Georg Waltner Horst Possegger Horst Bischof FedML OOD 100 166 0 15 Jan 2018
A3T: Adversarially Augmented Adversarial Training Akram Erraqabi A. Baratin Yoshua Bengio Simon Lacoste-Julien AAML 94 9 0 12 Jan 2018
Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning Ulysse Côté-Allard C. Fall Alexandre Drouin Alexandre Campeau-Lecours C. Gosselin K. Glette François Laviolette Benoit Gosselin 99 561 0 10 Jan 2018
A practical tutorial on autoencoders for nonlinear feature fusion: Taxonomy, models, software and guidelines D. Charte F. Charte S. García M. J. D. Jesus Francisco Herrera 77 258 0 04 Jan 2018
Prediction Error Bounds for Linear Regression With the TREX Jacob Bien Irina Gaynanova Johannes Lederer Christian L. Müller 58 18 0 04 Jan 2018
Optimal Bayesian Transfer Learning Alireza Karbalayghareh Xiaoning Qian E. R. Dougherty BDL 89 79 0 02 Jan 2018
Discriminative and Geometry Aware Unsupervised Domain Adaptation Lingkun Luo Liming Chen Shiqiang Hu Ying Lu Xiaofang Wang OOD 77 56 0 28 Dec 2017
Domain Adaptation Meets Disentangled Representation Learning and Style Transfer Hoang Tran Vu Ching-Chun Huang OOD DRL 82 11 0 25 Dec 2017
ConvSCCS: convolutional self-controlled case series model for lagged adverse event detection Maryan Morel Emmanuel Bacry Stéphane Gaïffas Agathe Guilloux F. Leroy 62 14 0 21 Dec 2017
Estimating the Success of Unsupervised Image to Image Translation Sagie Benaim Tomer Galanti Lior Wolf SSL 38 0 0 21 Dec 2017
Sim2Real View Invariant Visual Servoing by Recurrent Control Fereshteh Sadeghi Alexander Toshev Eric Jang Sergey Levine 61 99 0 20 Dec 2017
Incremental Adversarial Domain Adaptation for Continually Changing Environments Markus Wulfmeier Alex Bewley Ingmar Posner CLL 67 129 0 20 Dec 2017
On the Effectiveness of Least Squares Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie Raymond Y. K. Lau Zhen Wang Stephen Paul Smolley GAN 69 160 0 18 Dec 2017