v1v2v3 (latest)

Adversarially Learned Inference

2 June 2016

Aaron Courville

Papers citing "Adversarially Learned Inference"

49 / 749 papers shown

Title
BEGAN: Boundary Equilibrium Generative Adversarial Networks David Berthelot Tom Schumm Luke Metz GAN 122 1,157 0 31 Mar 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 224 5,556 0 30 Mar 2017
Learning Inverse Mapping by Autoencoder based Generative Adversarial Nets Junyu Luo Yong Xu Chenwei Tang Jiancheng Lv GAN 72 58 0 29 Mar 2017
Predicting Deeper into the Future of Semantic Segmentation Pauline Luc Natalia Neverova Camille Couprie Jakob Verbeek Yann LeCun 113 243 0 22 Mar 2017
Active Decision Boundary Annotation with Deep Generative Models Miriam W. Huijser Jan van Gemert 61 46 0 20 Mar 2017
Colorization as a Proxy Task for Visual Understanding Gustav Larsson Michael Maire Gregory Shakhnarovich SSL 225 501 0 11 Mar 2017
Compressed Sensing using Generative Models Ashish Bora A. Jalal Eric Price A. Dimakis 206 813 0 09 Mar 2017
Robust Adversarial Reinforcement Learning Lerrel Pinto James Davidson Rahul Sukthankar Abhinav Gupta OOD 157 864 0 08 Mar 2017
Triple Generative Adversarial Nets Chongxuan Li T. Xu Jun Zhu Bo Zhang GAN 127 456 0 07 Mar 2017
Activation Maximization Generative Adversarial Nets Zhiming Zhou Han Cai Shunlin Rong Yuxuan Song Kan Ren Weinan Zhang Yong Yu Jun Wang GAN 87 0 0 06 Mar 2017
Generative Compression Shibani Santurkar David Budden Nir Shavit VGen DiffM GAN 121 189 0 04 Mar 2017
Denoising Adversarial Autoencoders Antonia Creswell Anil Anthony Bharath DiffM 97 131 0 03 Mar 2017
Hierarchical Implicit Models and Likelihood-Free Variational Inference Dustin Tran Rajesh Ranganath David M. Blei VLM GAN 115 99 0 28 Feb 2017
Boundary-Seeking Generative Adversarial Networks R. Devon Hjelm Athul Paul Jacob Tong Che Adam Trischler Kyunghyun Cho Yoshua Bengio GAN 112 170 0 27 Feb 2017
Learning Hierarchical Features from Generative Models Shengjia Zhao Jiaming Song Stefano Ermon BDL GAN OOD DRL 89 74 0 27 Feb 2017
Variational Inference using Implicit Distributions Ferenc Huszár DRL GAN 175 135 0 27 Feb 2017
Precise Recovery of Latent Vectors from Generative Adversarial Networks Zachary Chase Lipton Subarna Tripathi GAN 100 207 0 15 Feb 2017
Crossing Nets: Combining GANs and VAEs with a Shared Latent Space for Hand Pose Estimation Chengde Wan Thomas Probst Luc Van Gool Angela Yao GAN 66 150 0 11 Feb 2017
An Adversarial Regularisation for Semi-Supervised Training of Structured Output Neural Networks Mateusz Koziñski Loïc Simon F. Jurie GAN 72 18 0 08 Feb 2017
Loss-Sensitive Generative Adversarial Networks on Lipschitz Densities Guo-Jun Qi GAN 143 352 0 23 Jan 2017
Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks L. Mescheder Sebastian Nowozin Andreas Geiger GAN BDL 177 530 0 17 Jan 2017
NIPS 2016 Tutorial: Generative Adversarial Networks Ian Goodfellow GAN 194 1,729 0 31 Dec 2016
Modeling documents with Generative Adversarial Networks John Glover GAN 56 30 0 29 Dec 2016
Learning Features by Watching Objects Move Deepak Pathak Ross B. Girshick Piotr Dollár Trevor Darrell Bharath Hariharan SSL VOS OCL 110 526 0 19 Dec 2016
Adversarial Message Passing For Graphical Models Theofanis Karaletsos GAN 85 29 0 15 Dec 2016
Stacked Generative Adversarial Networks Xun Huang Yixuan Li Omid Poursaeed John E. Hopcroft Serge J. Belongie GAN 111 459 0 13 Dec 2016
Generative Adversarial Parallelization Daniel Jiwoong Im He Ma C. Kim Graham W. Taylor GAN 89 38 0 13 Dec 2016
Generalizable Features From Unsupervised Learning M. Berk Mirza Aaron Courville Yoshua Bengio SSL OOD 65 17 0 12 Dec 2016
Improved generator objectives for GANs Ben Poole Alexander A. Alemi Jascha Narain Sohl-Dickstein A. Angelova 73 69 0 08 Dec 2016
Mode Regularized Generative Adversarial Networks Tong Che Yanran Li Athul Paul Jacob Yoshua Bengio Wenjie Li GAN 180 557 0 07 Dec 2016
Message Passing Multi-Agent GANs Arna Ghosh Viveka Kulharia Vinay P. Namboodiri AI4CE GAN 77 18 0 05 Dec 2016
Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction Richard Y. Zhang Phillip Isola Alexei A. Efros SSL DRL 103 670 0 29 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
Inverting The Generator Of A Generative Adversarial Network Antonia Creswell Anil Anthony Bharath GAN 226 340 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 120 309 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
Disentangling factors of variation in deep representations using adversarial training Michaël Mathieu Jiaqi Zhao Pablo Sprechmann Aditya A. Ramesh Yann LeCun DRL CML 151 490 0 10 Nov 2016
Unrolled Generative Adversarial Networks Luke Metz Ben Poole David Pfau Jascha Narain Sohl-Dickstein GAN 173 1,007 0 07 Nov 2016
Multi-view Generative Adversarial Networks Mickaël Chen Ludovic Denoyer GAN 68 30 0 07 Nov 2016
Generative Multi-Adversarial Networks Ishan Durugkar I. Gemp Sridhar Mahadevan GAN 108 345 0 05 Nov 2016
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 508 3,227 0 30 Oct 2016
Connecting Generative Adversarial Networks and Actor-Critic Methods David Pfau Oriol Vinyals OffRL AI4CE 124 186 0 06 Oct 2016
Supervision via Competition: Robot Adversaries for Learning Tasks Lerrel Pinto James Davidson Abhinav Gupta SSL 94 82 0 05 Oct 2016
Task Specific Adversarial Cost Function Antonia Creswell Anil A. Bharath AAML GAN 90 13 0 27 Sep 2016
Neural Photo Editing with Introspective Adversarial Networks Andrew Brock Theodore Lim J. Ritchie Nick Weston GAN 82 459 0 22 Sep 2016
Sampling Generative Networks Tom White GAN 89 68 0 14 Sep 2016
Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders Antonio Valerio Miceli Barone 79 120 0 09 Aug 2016
Asynchrony begets Momentum, with an Application to Deep Learning Jeff Donahue Philipp Krahenbuhl Stefan Hadjis Christopher Ré 167 143 0 31 May 2016
Learning Representations for Automatic Colorization Gustav Larsson Michael Maire Gregory Shakhnarovich VLM SSL 111 1,015 0 22 Mar 2016