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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
GANs for Biological Image Synthesis A. Osokin A. Chessel R. Carazo-Salas F. Vaggi GAN 66 105 0 15 Aug 2017
TensorFlow Estimators: Managing Simplicity vs. Flexibility in High-Level Machine Learning Frameworks Heng-Tze Cheng Zakaria Haque Lichan Hong M. Ispir Clemens Mewald ... Yuan Tang Philipp Tucker Martin Wicke Cassandra Xia Jianwei Xie 62 32 0 08 Aug 2017
MHTN: Modal-adversarial Hybrid Transfer Network for Cross-modal Retrieval Xin Huang Yuxin Peng Mingkuan Yuan GAN 72 111 0 08 Aug 2017
Associative Domain Adaptation Philip Häusser Thomas Frerix A. Mordvintsev Daniel Cremers BDL 80 243 0 02 Aug 2017
Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes Yang Zhang P. David Boqing Gong SSeg 108 322 0 29 Jul 2017
Mutual Alignment Transfer Learning Markus Wulfmeier Ingmar Posner Pieter Abbeel 142 61 0 25 Jul 2017
Partial Transfer Learning with Selective Adversarial Networks Zhangjie Cao Mingsheng Long Jianmin Wang Michael I. Jordan GAN 86 442 0 25 Jul 2017
Deep Learning in Robotics: A Review of Recent Research H. A. Pierson Michael S. Gashler 3DV 78 270 0 22 Jul 2017
Unsupervised Domain Adaptation for Robust Speech Recognition via Variational Autoencoder-Based Data Augmentation Wei-Ning Hsu Yu Zhang James R. Glass 81 129 0 19 Jul 2017
Domain Adaptation for Resume Classification Using Convolutional Neural Networks L. Sayfullina Eric Malmi Yiping Liao Alexander Jung 50 20 0 18 Jul 2017
PAC-Bayes and Domain Adaptation Pascal Germain Amaury Habrard Franccois Laviolette Emilie Morvant 86 24 0 17 Jul 2017
ADAPT: Zero-Shot Adaptive Policy Transfer for Stochastic Dynamical Systems James Harrison Animesh Garg Boris Ivanovic Yuke Zhu Silvio Savarese Li Fei-Fei Marco Pavone 76 25 0 15 Jul 2017
Adversarial training and dilated convolutions for brain MRI segmentation P. Moeskops M. Veta Maxime W. Lafarge K. Eppenhof J. Pluim MedIm GAN 121 132 0 11 Jul 2017
Application of Transfer Learning Approaches in Multimodal Wearable Human Activity Recognition Hailin Chen Shengping Cui Sebastian Li 29 7 0 08 Jul 2017
Zero-Shot Deep Domain Adaptation Kuan-Chuan Peng Ziyan Wu Jan Ernst VLM 128 87 0 06 Jul 2017
Wasserstein Distance Guided Representation Learning for Domain Adaptation Jian Shen Yanru Qu Weinan Zhang Yong Yu OOD 106 31 0 05 Jul 2017
Appearance invariance in convolutional networks with neighborhood similarity Tolga Tasdizen Mehdi S. M. Sajjadi Mehran Javanmardi Nisha Ramesh 35 0 0 03 Jul 2017
Data Decisions and Theoretical Implications when Adversarially Learning Fair Representations Alex Beutel Jilin Chen Zhe Zhao Ed H. Chi FaML 121 442 0 01 Jul 2017
Distributional Adversarial Networks Chengtao Li David Alvarez-Melis Keyulu Xu Stefanie Jegelka S. Sra GAN 87 24 0 29 Jun 2017
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 296 2,275 0 24 Jun 2017
Deep Hashing Network for Unsupervised Domain Adaptation Hemanth Venkateswara José Eusébio Shayok Chakraborty S. Panchanathan OOD 158 2,059 0 22 Jun 2017
Cross-language Learning with Adversarial Neural Networks: Application to Community Question Answering Shafiq Joty Preslav Nakov Lluís Màrquez i Villodre Israa Jaradat 211 52 0 21 Jun 2017
Control Variates for Stochastic Gradient MCMC Jack Baker Paul Fearnhead E. Fox Christopher Nemeth BDL 91 101 0 16 Jun 2017
Unsupervised Domain Adaptation with Random Walks on Target Labelings Twan van Laarhoven E. Marchiori OOD 36 1 0 16 Jun 2017
Neural Domain Adaptation for Biomedical Question Answering Georg Wiese Dirk Weissenborn Mariana Neves MedIm OOD 89 113 0 12 Jun 2017
Learning by Association - A versatile semi-supervised training method for neural networks Philip Häusser A. Mordvintsev Daniel Cremers BDL 80 121 0 03 Jun 2017
On Unifying Deep Generative Models Zhiting Hu Zichao Yang Ruslan Salakhutdinov Eric Xing DRL GAN 116 127 0 02 Jun 2017
Fader Networks: Manipulating Images by Sliding Attributes Guillaume Lample Neil Zeghidour Nicolas Usunier Antoine Bordes Ludovic Denoyer MarcÁurelio Ranzato DRL GAN 119 546 0 01 Jun 2017
Controllable Invariance through Adversarial Feature Learning Qizhe Xie Zihang Dai Yulun Du Eduard H. Hovy Graham Neubig OOD 109 293 0 31 May 2017
Joint auto-encoders: a flexible multi-task learning framework Baruch Epstein T. Michaeli 39 8 0 30 May 2017
Multiple Source Domain Adaptation with Adversarial Training of Neural Networks Haiying Zhao Shanghang Zhang Guanhang Wu João Paulo Costeira José M. F. Moura Geoffrey J. Gordon OOD 77 40 0 26 May 2017
Principled Hybrids of Generative and Discriminative Domain Adaptation Haiying Zhao Zhenyao Zhu Junjie Hu Adam Coates Geoffrey J. Gordon AI4CE 68 5 0 25 May 2017
Joint Distribution Optimal Transportation for Domain Adaptation Nicolas Courty Rémi Flamary Amaury Habrard A. Rakotomamonjy OT OOD 117 569 0 24 May 2017
From source to target and back: symmetric bi-directional adaptive GAN P. Russo Fabio Maria Carlucci Tatiana Tommasi Barbara Caputo GAN 101 242 0 24 May 2017
Classification Using Proximity Catch Digraphs (Technical Report) Artür Manukyan E. Ceyhan 46 1 0 22 May 2017
Diffusion-based neuromodulation can eliminate catastrophic forgetting in simple neural networks Roby Velez Jeff Clune DiffM 79 50 0 20 May 2017
Annotating and Modeling Empathy in Spoken Conversations Firoj Alam Morena Danieli Giuseppe Riccardi 85 64 0 13 May 2017
Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective Jing Zhang Wanqing Li P. Ogunbona Dong Xu OOD 83 46 0 11 May 2017
Show, Adapt and Tell: Adversarial Training of Cross-domain Image Captioner Tseng-Hung Chen Yuan-Hong Liao Ching-Yao Chuang W. Hsu Jianlong Fu Min Sun 105 142 0 02 May 2017
A Distributed Method for Optimal Capacity Reservation N. Moehle Xinyue Shen Zhi-Quan Luo Stephen P. Boyd 38 4 0 01 May 2017
Vertex Nomination Via Seeded Graph Matching Heather G. Patsolic Youngser Park V. Lyzinski Carey E. Priebe 81 20 0 01 May 2017
No More Discrimination: Cross City Adaptation of Road Scene Segmenters Yi-Hsin Chen Wei-Yu Chen Yu-Ting Chen Bo-Cheng Tsai Y. Wang Min Sun SSeg 188 341 0 27 Apr 2017
Adversarial Multi-Criteria Learning for Chinese Word Segmentation Xinchi Chen Zhan Shi Xipeng Qiu Xuanjing Huang 80 174 0 25 Apr 2017
Content-Based Video-Music Retrieval Using Soft Intra-Modal Structure Constraint Sungeun Hong Woobin Im Hyun S. Yang 39 17 0 22 Apr 2017
Unsupervised Creation of Parameterized Avatars Lior Wolf Yaniv Taigman Adam Polyak GAN 93 53 0 19 Apr 2017
Adversarial Connective-exploiting Networks for Implicit Discourse Relation Classification Lianhui Qin Zhisong Zhang Zhao Hai Zhiting Hu Eric Xing 69 92 0 01 Apr 2017
Gradient-based Regularization Parameter Selection for Problems with Non-smooth Penalty Functions Jean Feng N. Simon 64 20 0 28 Mar 2017
Efficient Processing of Deep Neural Networks: A Tutorial and Survey Vivienne Sze Yu-hsin Chen Tien-Ju Yang J. Emer AAML 3DV 120 3,035 0 27 Mar 2017
Statistical and Computational Tradeoff in Genetic Algorithm-Based Estimation Manuel Rizzo F. Battaglia 31 2 0 25 Mar 2017
Batch-normalized joint training for DNN-based distant speech recognition Mirco Ravanelli Philemon Brakel M. Omologo Yoshua Bengio 63 35 0 24 Mar 2017