InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets

12 June 2016

Pieter Abbeel

Papers citing "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"

50 / 1,937 papers shown

Title
Generative Adversarial Networks with Inverse Transformation Unit Zhifeng Kong Shuo Ding GAN 55 0 0 27 Sep 2017
On the regularization of Wasserstein GANs Henning Petzka Asja Fischer Denis Lukovnikov GAN 205 218 0 26 Sep 2017
Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data Wei-Ning Hsu Yu Zhang James R. Glass BDL SSL 202 363 0 22 Sep 2017
OptionGAN: Learning Joint Reward-Policy Options using Generative Adversarial Inverse Reinforcement Learning Peter Henderson Wei-Di Chang Pierre-Luc Bacon David Meger Joelle Pineau Doina Precup GAN 128 76 0 20 Sep 2017
Embedding Deep Networks into Visual Explanations Chen Ma Saeed Khorram Fuxin Li 195 28 0 15 Sep 2017
ExprGAN: Facial Expression Editing with Controllable Expression Intensity Hui Ding K. Sricharan Rama Chellappa GAN CVBM 201 210 0 12 Sep 2017
Learning Graph Topological Features via GAN Weiyi Liu Hal Cooper Min Hwan Oh Fucai Yu Pin-Yu Chen Toyotaro Suzumura Guangmin Hu GAN AI4CE 272 26 0 11 Sep 2017
CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training Murat Kocaoglu Christopher Snyder A. Dimakis S. Vishwanath GAN OOD 321 281 0 06 Sep 2017
ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching Chunyuan Li Hao Liu Changyou Chen Yunchen Pu Liqun Chen Ricardo Henao Lawrence Carin GAN FedML 152 224 0 05 Sep 2017
Training Shallow and Thin Networks for Acceleration via Knowledge Distillation with Conditional Adversarial Networks Zheng Xu Yen-Chang Hsu Jiawei Huang GAN 222 12 0 02 Sep 2017
PassGAN: A Deep Learning Approach for Password Guessing Briland Hitaj Paolo Gasti G. Ateniese Fernando Perez-Cruz GAN 213 278 0 01 Sep 2017
A Two-Step Disentanglement Method Naama Hadad Lior Wolf Shimon Shahar 147 83 0 01 Sep 2017
The Role of Minimal Complexity Functions in Unsupervised Learning of Semantic Mappings Tomer Galanti Lior Wolf Sagie Benaim 196 25 0 31 Aug 2017
Improved ArtGAN for Conditional Synthesis of Natural Image and Artwork W. Tan Chee Seng Chan H. Aguirre Kiyoshi Tanaka GAN 121 2 0 31 Aug 2017
3D Object Reconstruction from a Single Depth View with Adversarial Learning Bo Yang Hongkai Wen Sen Wang R. Clark Andrew Markham A. Trigoni GAN 168 204 0 26 Aug 2017
PixelNN: Example-based Image Synthesis Aayush Bansal Yaser Sheikh Deva Ramanan 3DV GAN 147 47 0 17 Aug 2017
Geometric Enclosing NetworksInternational Joint Conference on Artificial Intelligence (IJCAI), 2017 Trung Le H. Vu T. Nguyen Dinh Q. Phung 100 9 0 16 Aug 2017
GANs for Biological Image SynthesisIEEE International Conference on Computer Vision (ICCV), 2017 A. Osokin A. Chessel R. Carazo-Salas F. Vaggi GAN 133 108 0 15 Aug 2017
Neural Expectation MaximizationNeural Information Processing Systems (NeurIPS), 2017 Klaus Greff Sjoerd van Steenkiste Jürgen Schmidhuber OCL 349 296 0 11 Aug 2017
Binary Generative Adversarial Networks for Image RetrievalAAAI Conference on Artificial Intelligence (AAAI), 2017 Jingkuan Song GAN 179 195 0 08 Aug 2017
Image Quality Assessment Techniques Show Improved Training and Evaluation of Autoencoder Generative Adversarial Networks Michael O. Vertolli J. Davies GAN 66 7 0 06 Aug 2017
Controllable Generative Adversarial Network Minhyeok Lee Junhee Seok GAN 203 87 0 02 Aug 2017
Unsupervised Visual Attribute Transfer with Reconfigurable Generative Adversarial Networks Taeksoo Kim Byoungjip Kim Moonsu Cha Jiwon Kim GAN 170 41 0 31 Jul 2017
DARLA: Improving Zero-Shot Transfer in Reinforcement Learning I. Higgins Arka Pal Andrei A. Rusu Loic Matthey Christopher P. Burgess Alexander Pritzel M. Botvinick Charles Blundell Alexander Lerchner DRL 260 435 0 26 Jul 2017
Linear Discriminant Generative Adversarial Networks Zhun Sun Mete Ozay Takayuki Okatani GAN 75 1 0 25 Jul 2017
Semantic Image Synthesis via Adversarial Learning Hao Dong Simiao Yu Chao Wu Wenhan Luo GAN 168 275 0 21 Jul 2017
Can GAN Learn Topological Features of a Graph? Weiyi Liu Pin-Yu Chen H. Cooper Min Hwan Oh S. Yeung Toyotaro Suzumura 120 7 0 19 Jul 2017
The Devil is in the Decoder: Classification, Regression and GANs Z. Wojna V. Ferrari S. Guadarrama N. Silberman Liang-Chieh Chen Alireza Fathi J. Uijlings 216 95 0 18 Jul 2017
MoCoGAN: Decomposing Motion and Content for Video Generation Sergey Tulyakov Ming-Yuan Liu Xiaodong Yang Jan Kautz GAN 349 1,236 0 17 Jul 2017
Guiding InfoGAN with Semi-Supervision Adrian Spurr Emre Aksan Otmar Hilliges GAN 156 47 0 14 Jul 2017
f-GANs in an Information Geometric Nutshell Richard Nock Zac Cranko A. Menon Zhuang Li Robert C. Williamson 140 27 0 14 Jul 2017
Skeleton-aided Articulated Motion Generation Manwen Liao Jingwei Xu Bingbing Ni Xiaokang Yang 3DH 135 90 0 04 Jul 2017
Perceptual Adversarial Networks for Image-to-Image Transformation Chaoyue Wang Chang Xu Chaohui Wang Dacheng Tao GAN 134 381 0 28 Jun 2017
Unsupervised Learning via Total Correlation Explanation Greg Ver Steeg SSL DRL LRM 122 17 0 27 Jun 2017
Auto-Encoder Guided GAN for Chinese Calligraphy Synthesis Pengyuan Lyu X. Bai Cong Yao Zhen Zhu Tengteng Huang Wenyu Liu GAN 143 139 0 27 Jun 2017
Dualing GANs Yujia Li Alex Schwing Kuan-Chieh Wang R. Zemel GAN 103 21 0 19 Jun 2017
Bayesian Conditional Generative Adverserial Networks Ehsan Abbasnejad Javen Qinfeng Shi Iman Abbasnejad Anton Van Den Hengel A. Dick GAN 96 13 0 17 Jun 2017
Towards Grounding Conceptual Spaces in Neural Representations Lucas Bechberger Kai-Uwe Kühnberger GAN 138 6 0 15 Jun 2017
Adversarial Feature Matching for Text GenerationInternational Conference on Machine Learning (ICML), 2017 Yizhe Zhang Zhe Gan Kai Fan Zhi Chen Ricardo Henao Dinghan Shen Lawrence Carin GAN 192 348 0 12 Jun 2017
Channel-Recurrent Autoencoding for Image Modeling Wenling Shang Kihyuk Sohn Yuandong Tian DRL GAN 124 3 0 12 Jun 2017
Generate Identity-Preserving Faces by Generative Adversarial Networks Zhigang Li Yuping Luo GAN CVBM 74 12 0 10 Jun 2017
Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs Cristóbal Esteban Stephanie L. Hyland Gunnar Rätsch GAN SyDa MedIm 281 881 0 08 Jun 2017
InfoVAE: Information Maximizing Variational Autoencoders Shengjia Zhao Jiaming Song Stefano Ermon DRL 385 470 0 07 Jun 2017
Synthesizing Filamentary Structured Images with GANs He Zhao Huiqi Li Li Cheng GAN MedIm 93 28 0 07 Jun 2017
Generative-Discriminative Variational Model for Visual Recognition Chih-Kuan Yeh Yifan Hao Y. Wang VLM 67 2 0 07 Jun 2017
DeLiGAN : Generative Adversarial Networks for Diverse and Limited DataComputer Vision and Pattern Recognition (CVPR), 2017 Swaminathan Gurumurthy Ravi Kiran Sarvadevabhatla R. Venkatesh Babu GAN 166 289 0 07 Jun 2017
On Unifying Deep Generative ModelsInternational Conference on Learning Representations (ICLR), 2017 Zhiting Hu Zichao Yang Ruslan Salakhutdinov Eric Xing DRL GAN 337 128 0 02 Jun 2017
PixelGAN AutoencodersNeural Information Processing Systems (NeurIPS), 2017 Alireza Makhzani Brendan J. Frey GAN 149 102 0 02 Jun 2017
Fader Networks: Manipulating Images by Sliding AttributesNeural Information Processing Systems (NeurIPS), 2017 Guillaume Lample Neil Zeghidour Nicolas Usunier Antoine Bordes Ludovic Denoyer MarcÁurelio Ranzato DRL GAN 299 556 0 01 Jun 2017
Depth Structure Preserving Scene Image GenerationACM Multimedia (ACM MM), 2017 Wendong Zhang Bingbing Ni Manwen Liao Jingwei Xu Xiaokang Yang GAN 116 4 0 01 Jun 2017