Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,102 papers shown

Title
Authoring image decompositions with generative models Jason Rock Theerasit Issaranon Aditya Deshpande David A. Forsyth DRL 26 0 0 05 Dec 2016
Message Passing Multi-Agent GANs Arna Ghosh Viveka Kulharia Vinay P. Namboodiri AI4CE GAN 70 18 0 05 Dec 2016
Ensembles of Generative Adversarial Networks Yaxing Wang Lichao Zhang Joost van de Weijer GAN 98 52 0 03 Dec 2016
C-RNN-GAN: Continuous recurrent neural networks with adversarial training Olof Mogren GAN 142 520 0 29 Nov 2016
Invariant Representations for Noisy Speech Recognition Dmitriy Serdyuk Kartik Audhkhasi Philemon Brakel Bhuvana Ramabhadran Samuel Thomas Yoshua Bengio OOD 67 68 0 27 Nov 2016
Max-Margin Deep Generative Models for (Semi-)Supervised Learning Chongxuan Li Jun Zhu Bo Zhang AI4CE 94 42 0 22 Nov 2016
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 391 19,735 0 21 Nov 2016
Temporal Generative Adversarial Nets with Singular Value Clipping Masaki Saito Eiichi Matsumoto Shunta Saito GAN 105 450 0 21 Nov 2016
Semi-Supervised Learning with Context-Conditional Generative Adversarial Networks Emily L. Denton Sam Gross Rob Fergus GAN 90 152 0 19 Nov 2016
Invertible Conditional GANs for image editing Guim Perarnau Joost van de Weijer Bogdan Raducanu J. Álvarez GAN 94 650 0 19 Nov 2016
Associative Adversarial Networks Tarik Arici Asli Celikyilmaz GAN 70 17 0 18 Nov 2016
Inverting The Generator Of A Generative Adversarial Network Antonia Creswell Anil Anthony Bharath GAN 223 340 0 17 Nov 2016
Deep Feature Interpolation for Image Content Changes P. Upchurch Jacob V. Gardner Geoff Pleiss Robert Pless Noah Snavely Kavita Bala Kilian Q. Weinberger 118 309 0 16 Nov 2016
Variational Deep Embedding: An Unsupervised and Generative Approach to Clustering Zhuxi Jiang Yin Zheng Huachun Tan Bangsheng Tang Hanning Zhou BDL DRL 121 736 0 16 Nov 2016
PixelVAE: A Latent Variable Model for Natural Images Ishaan Gulrajani Kundan Kumar Faruk Ahmed Adrien Ali Taïga Francesco Visin David Vazquez Aaron Courville DRL SSL BDL 95 340 0 15 Nov 2016
Generative Models and Model Criticism via Optimized Maximum Mean Discrepancy Danica J. Sutherland H. Tung Heiko Strathmann Soumyajit De Aaditya Ramdas Alex Smola Arthur Gretton 148 263 0 14 Nov 2016
On the Quantitative Analysis of Decoder-Based Generative Models Yuhuai Wu Yuri Burda Ruslan Salakhutdinov Roger C. Grosse GAN 129 223 0 14 Nov 2016
Least Squares Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie Raymond Y. K. Lau Zhen Wang Stephen Paul Smolley GAN 349 4,587 0 13 Nov 2016
Unsupervised Cross-Domain Image Generation Yaniv Taigman Adam Polyak Lior Wolf GAN OOD 93 1,003 0 07 Nov 2016
Unrolled Generative Adversarial Networks Luke Metz Ben Poole David Pfau Jascha Narain Sohl-Dickstein GAN 171 1,007 0 07 Nov 2016
AC-BLSTM: Asymmetric Convolutional Bidirectional LSTM Networks for Text Classification Depeng Liang Yongdong Zhang 76 23 0 07 Nov 2016
Generative Adversarial Networks as Variational Training of Energy Based Models Shuangfei Zhai Yu Cheng Rogerio Feris Zhongfei Zhang GAN 68 31 0 06 Nov 2016
Learning to Draw Samples: With Application to Amortized MLE for Generative Adversarial Learning Dilin Wang Qiang Liu GAN BDL 151 119 0 06 Nov 2016
Generative Multi-Adversarial Networks Ishan Durugkar I. Gemp Sridhar Mahadevan GAN 106 345 0 05 Nov 2016
Ways of Conditioning Generative Adversarial Networks Hanock Kwak Byoung-Tak Zhang GAN 62 17 0 04 Nov 2016
Semi-supervised deep learning by metric embedding Elad Hoffer Nir Ailon SSL 75 27 0 04 Nov 2016
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 500 3,227 0 30 Oct 2016
Learning to Protect Communications with Adversarial Neural Cryptography Martín Abadi David G. Andersen FedML GAN 90 213 0 21 Oct 2016
Revisiting Classifier Two-Sample Tests David Lopez-Paz Maxime Oquab 230 407 0 20 Oct 2016
Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data Nicolas Papernot Martín Abadi Ulfar Erlingsson Ian Goodfellow Kunal Talwar 129 1,022 0 18 Oct 2016
Amortised MAP Inference for Image Super-resolution C. Sønderby Jose Caballero Lucas Theis Wenzhe Shi Ferenc Huszár 119 435 0 14 Oct 2016
Learning in Implicit Generative Models S. Mohamed Balaji Lakshminarayanan GAN 220 417 0 11 Oct 2016
Generative Adversarial Nets from a Density Ratio Estimation Perspective Masatoshi Uehara Issei Sato Masahiro Suzuki Kotaro Nakayama Y. Matsuo GAN 99 104 0 10 Oct 2016
Temporal Ensembling for Semi-Supervised Learning S. Laine Timo Aila UQCV 209 2,571 0 07 Oct 2016
DeepDGA: Adversarially-Tuned Domain Generation and Detection Hyrum S. Anderson Jonathan Woodbridge Bobby Filar AAML 99 203 0 06 Oct 2016
Connecting Generative Adversarial Networks and Actor-Critic Methods David Pfau Oriol Vinyals OffRL AI4CE 121 186 0 06 Oct 2016
Deep unsupervised learning through spatial contrasting Elad Hoffer Itay Hubara Nir Ailon SSL 96 22 0 02 Oct 2016
Cooperative Training of Descriptor and Generator Networks Jianwen Xie Yang Lu Ruiqi Gao Song-Chun Zhu Ying Nian Wu GAN 85 143 0 29 Sep 2016
Task Specific Adversarial Cost Function Antonia Creswell Anil A. Bharath AAML GAN 90 13 0 27 Sep 2016
Example-Based Image Synthesis via Randomized Patch-Matching Yi Ren Yaniv Romano Michael Elad 3DV 59 9 0 23 Sep 2016
Neural Photo Editing with Introspective Adversarial Networks Andrew Brock Theodore Lim J. Ritchie Nick Weston GAN 80 459 0 22 Sep 2016
The Many-Body Expansion Combined with Neural Networks Kun Yao John E. Herr John A. Parkhill 78 97 0 22 Sep 2016
Enabling Dark Energy Science with Deep Generative Models of Galaxy Images Siamak Ravanbakhsh F. Lanusse Rachel Mandelbaum J. Schneider Barnabás Póczós 99 65 0 19 Sep 2016
Energy-based Generative Adversarial Network Jiaqi Zhao Michaël Mathieu Yann LeCun GAN 166 1,115 0 11 Sep 2016
Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders Antonio Valerio Miceli Barone 79 120 0 09 Aug 2016
Adversarial Training For Sketch Retrieval Antonia Creswell Anil Anthony Bharath GAN 91 47 0 10 Jul 2016
Semi-Supervised Learning with Generative Adversarial Networks Augustus Odena GAN 94 684 0 05 Jun 2016
f-GAN: Training Generative Neural Samplers using Variational Divergence Minimization Sebastian Nowozin Botond Cseke Ryota Tomioka GAN 170 1,658 0 02 Jun 2016
Adversarially Learned Inference Vincent Dumoulin Ishmael Belghazi Ben Poole Olivier Mastropietro Alex Lamb Martín Arjovsky Aaron Courville GAN 101 1,316 0 02 Jun 2016
Recent Advances in Convolutional Neural Networks Jiuxiang Gu Zhenhua Wang Jason Kuen Lianyang Ma Amir Shahroudy ... Xingxing Wang Li Wang Gang Wang Jianfei Cai Tsuhan Chen 269 5,266 0 22 Dec 2015