A Cyclically-Trained Adversarial Network for Invariant Representation Learning

21 June 2019

Jiawei Chen

Janusz Konrad

Prakash Ishwar

Papers citing "A Cyclically-Trained Adversarial Network for Invariant Representation Learning"

26 / 26 papers shown

Title
PuVAE: A Variational Autoencoder to Purify Adversarial Examples Uiwon Hwang Jaewoo Park Hyemi Jang Sungroh Yoon N. Cho AAML 44 77 0 02 Mar 2019
Domain Generalization via Conditional Invariant Representation Ya Li Biwei Huang Xinmei Tian Tongliang Liu Dacheng Tao AI4CE OOD 113 256 0 23 Jul 2018
Disentangling Factors of Variation with Cycle-Consistent Variational Auto-Encoders A. Jha Saket Anand Maneesh Kumar Singh V. Veeravasarapu CoGe DRL 55 126 0 27 Apr 2018
Understanding disentangling in $β$ -VAE Christopher P. Burgess I. Higgins Arka Pal Loic Matthey Nicholas Watters Guillaume Desjardins Alexander Lerchner CoGe DRL 52 828 0 10 Apr 2018
VGAN-Based Image Representation Learning for Privacy-Preserving Facial Expression Recognition Jiawei Chen Janusz Konrad Prakash Ishwar PICV 25 94 0 19 Mar 2018
StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation Yunjey Choi Min-Je Choi M. Kim Jung-Woo Ha Sunghun Kim Jaegul Choo GAN 108 3,547 0 24 Nov 2017
Disentangling Factors of Variation by Mixing Them Qiyang Hu Attila Szabó Tiziano Portenier Matthias Zwicker Paolo Favaro OCL CoGe DRL 43 76 0 20 Nov 2017
A Two-Step Disentanglement Method Naama Hadad Lior Wolf Shimon Shahar 53 79 0 01 Sep 2017
Towards the Automatic Anime Characters Creation with Generative Adversarial Networks Yanghua Jin Jiakai Zhang Minjun Li Yingtao Tian Huachun Zhu Zhihao Fang GAN CVBM 58 187 0 18 Aug 2017
Fader Networks: Manipulating Images by Sliding Attributes Guillaume Lample Neil Zeghidour Nicolas Usunier Antoine Bordes Ludovic Denoyer MarcÁurelio Ranzato DRL GAN 96 545 0 01 Jun 2017
Controllable Invariance through Adversarial Feature Learning Qizhe Xie Zihang Dai Yulun Du Eduard H. Hovy Graham Neubig OOD 76 291 0 31 May 2017
Disentangling factors of variation in deep representations using adversarial training Michaël Mathieu Jiaqi Zhao Pablo Sprechmann Aditya A. Ramesh Yann LeCun DRL CML 87 490 0 10 Nov 2016
Delving into Transferable Adversarial Examples and Black-box Attacks Yanpei Liu Xinyun Chen Chang-rui Liu D. Song AAML 133 1,727 0 08 Nov 2016
Semi-Coupled Two-Stream Fusion ConvNets for Action Recognition at Extremely Low Resolutions Jiawei Chen Jonathan Wu Janusz Konrad Prakash Ishwar 40 45 0 12 Oct 2016
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets Xi Chen Yan Duan Rein Houthooft John Schulman Ilya Sutskever Pieter Abbeel GAN 150 4,224 0 12 Jun 2016
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 441 8,999 0 10 Jun 2016
Colorful Image Colorization Richard Y. Zhang Phillip Isola Alexei A. Efros 122 3,527 0 28 Mar 2016
Group Equivariant Convolutional Networks Taco S. Cohen Max Welling BDL 137 1,917 0 24 Feb 2016
Autoencoding beyond pixels using a learned similarity metric Anders Boesen Lindbo Larsen Søren Kaae Sønderby Hugo Larochelle Ole Winther GAN 157 2,061 0 31 Dec 2015
Censoring Representations with an Adversary Harrison Edwards Amos Storkey AAML FaML 57 504 0 18 Nov 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 357 9,418 0 28 May 2015
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 208 18,922 0 20 Dec 2014
Learning unbiased features Yujia Li Kevin Swersky R. Zemel OOD SSL FaML 60 70 0 17 Dec 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 397 16,962 0 20 Dec 2013
Efficient Learning of Domain-invariant Image Representations Judy Hoffman E. Rodner Jeff Donahue Trevor Darrell Kate Saenko OOD 73 295 0 15 Jan 2013
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 202 12,384 0 24 Jun 2012