Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,329 papers shown

Title
Truncated Variational EM for Semi-Supervised Neural SimpletronsIEEE International Joint Conference on Neural Network (IJCNN), 2017 D. Forster Jörg Lücke BDL 131 15 0 07 Feb 2017
Calibrating Energy-based Generative Adversarial NetworksInternational Conference on Learning Representations (ICLR), 2017 Zihang Dai Amjad Almahairi Philip Bachman Eduard H. Hovy Aaron Courville GAN 140 111 0 06 Feb 2017
SenseGen: A Deep Learning Architecture for Synthetic Sensor Data Generation M. Alzantot Supriyo Chakraborty Mani B. Srivastava 155 136 0 31 Jan 2017
Adversarial Evaluation of Dialogue Models Anjuli Kannan Oriol Vinyals AAML ALM 249 76 0 27 Jan 2017
Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitroIEEE International Conference on Computer Vision (ICCV), 2017 Zhedong Zheng Liang Zheng Yi Yang GAN 417 1,988 0 26 Jan 2017
Adversarial Learning for Neural Dialogue GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2017 Jiwei Li Will Monroe Tianlin Shi Sébastien Jean Alan Ritter Dan Jurafsky 308 912 0 23 Jan 2017
Loss-Sensitive Generative Adversarial Networks on Lipschitz DensitiesInternational Journal of Computer Vision (IJCV), 2017 Guo-Jun Qi GAN 374 356 0 23 Jan 2017
DeadNet: Identifying Phototoxicity from Label-free Microscopy Images of Cells using Deep ConvNets David Richmond Anna Payne-Tobin Jost Talley J. Lambert J. Waters H. Elliott 58 10 0 22 Jan 2017
Image De-raining Using a Conditional Generative Adversarial Network Chentao Song Vishwanath A. Sindagi Vishal M. Patel GAN 453 1,127 0 21 Jan 2017
Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Physics SynthesisComputing and Software for Big Science (CSBS), 2017 Luke de Oliveira Michela Paganini Benjamin Nachman GAN AI4CE 199 299 0 20 Jan 2017
Towards Principled Methods for Training Generative Adversarial NetworksInternational Conference on Learning Representations (ICLR), 2017 Martín Arjovsky M. Nault GAN 212 2,206 0 17 Jan 2017
AdaGAN: Boosting Generative ModelsNeural Information Processing Systems (NeurIPS), 2017 Ilya O. Tolstikhin Sylvain Gelly Olivier Bousquet Carl-Johann Simon-Gabriel Bernhard Schölkopf GAN 328 228 0 09 Jan 2017
NIPS 2016 Tutorial: Generative Adversarial Networks Ian Goodfellow GAN 502 1,794 0 31 Dec 2016
MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image ClassificationIEEE Geoscience and Remote Sensing Letters (GRSL), 2016 Daoyu Lin Kun Fu Yang Wang Guangluan Xu Xian Sun GAN 144 180 0 28 Dec 2016
PixelCNN Models with Auxiliary Variables for Natural Image Modeling Alexander Kolesnikov Christoph H. Lampert GAN 156 3 0 24 Dec 2016
Learning from Simulated and Unsupervised Images through Adversarial TrainingComputer Vision and Pattern Recognition (CVPR), 2016 A. Shrivastava Tomas Pfister Oncel Tuzel J. Susskind Wenda Wang Russ Webb GAN 173 1,857 0 22 Dec 2016
Adversarial Examples Detection in Deep Networks with Convolutional Filter StatisticsIEEE International Conference on Computer Vision (ICCV), 2016 Xin Li Fuxin Li GAN AAML 260 382 0 22 Dec 2016
Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial NetworksComputer Vision and Pattern Recognition (CVPR), 2016 Konstantinos Bousmalis N. Silberman David Dohan D. Erhan Dilip Krishnan OOD GAN 464 1,598 0 16 Dec 2016
Learning Residual Images for Face Attribute ManipulationComputer Vision and Pattern Recognition (CVPR), 2016 Wei Shen Rujie Liu CVBM GAN 202 261 0 16 Dec 2016
Stacked Generative Adversarial Networks Xun Huang Shouqing Yang Omid Poursaeed John E. Hopcroft Serge J. Belongie GAN 363 463 0 13 Dec 2016
Generative Adversarial Parallelization Daniel Jiwoong Im He Ma C. Kim Graham W. Taylor GAN 113 38 0 13 Dec 2016
Generalizable Features From Unsupervised Learning M. Berk Mirza Aaron Courville Yoshua Bengio SSL OOD 91 17 0 12 Dec 2016
StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks Han Zhang Tao Xu Jiaming Song Shaoting Zhang Xiaogang Wang Xiaolei Huang Dimitris N. Metaxas GAN 307 2,875 0 10 Dec 2016
Improved generator objectives for GANs Ben Poole Alexander A. Alemi Jascha Narain Sohl-Dickstein A. Angelova 115 73 0 08 Dec 2016
Mode Regularized Generative Adversarial Networks Tong Che Yanran Li Athul Paul Jacob Yoshua Bengio Wenjie Li GAN 380 579 0 07 Dec 2016
Semi-Supervised Learning with the Deep Rendering Mixture Model M. T. Nguyen Wanjia Liu Ethan Perez Richard G. Baraniuk Ankit B. Patel BDL 160 9 0 06 Dec 2016
A Probabilistic Framework for Deep Learning Ankit B. Patel M. T. Nguyen Richard G. Baraniuk BDL 183 68 0 06 Dec 2016
Authoring image decompositions with generative models Jason Rock Theerasit Issaranon Aditya Deshpande David A. Forsyth DRL 94 0 0 05 Dec 2016
Message Passing Multi-Agent GANs Arna Ghosh Viveka Kulharia Vinay P. Namboodiri AI4CE GAN 129 19 0 05 Dec 2016
Ensembles of Generative Adversarial Networks Yaxing Wang Lichao Zhang Joost van de Weijer GAN 158 55 0 03 Dec 2016
C-RNN-GAN: Continuous recurrent neural networks with adversarial training Olof Mogren GAN 211 565 0 29 Nov 2016
Invariant Representations for Noisy Speech Recognition Dmitriy Serdyuk Kartik Audhkhasi Philemon Brakel Bhuvana Ramabhadran Samuel Thomas Yoshua Bengio OOD 138 70 0 27 Nov 2016
Max-Margin Deep Generative Models for (Semi-)Supervised Learning Chongxuan Li Jun Zhu Bo Zhang AI4CE 187 43 0 22 Nov 2016
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 890 21,280 0 21 Nov 2016
Temporal Generative Adversarial Nets with Singular Value Clipping Masaki Saito Eiichi Matsumoto Shunta Saito GAN 187 481 0 21 Nov 2016
Semi-Supervised Learning with Context-Conditional Generative Adversarial Networks Emily L. Denton Sam Gross Rob Fergus GAN 149 158 0 19 Nov 2016
Invertible Conditional GANs for image editing Guim Perarnau Joost van de Weijer Bogdan Raducanu J. Álvarez GAN 151 664 0 19 Nov 2016
Associative Adversarial Networks Tarik Arici Asli Celikyilmaz GAN 111 19 0 18 Nov 2016
Inverting The Generator Of A Generative Adversarial Network Antonia Creswell Anil Anthony Bharath GAN 336 360 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 221 325 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 256 793 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 226 353 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 431 273 0 14 Nov 2016
On the Quantitative Analysis of Decoder-Based Generative Models Yuhuai Wu Yuri Burda Ruslan Salakhutdinov Roger C. Grosse GAN 273 224 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 746 4,856 0 13 Nov 2016
Unsupervised Cross-Domain Image Generation Yaniv Taigman Adam Polyak Lior Wolf GAN OOD 290 1,029 0 07 Nov 2016
Unrolled Generative Adversarial Networks Luke Metz Ben Poole David Pfau Jascha Narain Sohl-Dickstein GAN 416 1,052 0 07 Nov 2016
AC-BLSTM: Asymmetric Convolutional Bidirectional LSTM Networks for Text Classification Depeng Liang Yongdong Zhang 190 23 0 07 Nov 2016
Generative Adversarial Networks as Variational Training of Energy Based Models Shuangfei Zhai Yu Cheng Rogerio Feris Zhongfei Zhang GAN 125 32 0 06 Nov 2016
Learning to Draw Samples: With Application to Amortized MLE for Generative Adversarial Learning Dilin Wang Qiang Liu GAN BDL 218 120 0 06 Nov 2016