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"

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Title
Image-to-image translation for cross-domain disentanglement Abel Gonzalez-Garcia Joost van de Weijer Yoshua Bengio DRL 25 239 0 24 May 2018
Imitating Latent Policies from Observation Ashley D. Edwards Himanshu Sahni Yannick Schroecker Charles Isbell 34 137 0 21 May 2018
Featurized Bidirectional GAN: Adversarial Defense via Adversarially Learned Semantic Inference Ruying Bao Sihang Liang Qingcan Wang GAN AAML 16 13 0 21 May 2018
BourGAN: Generative Networks with Metric Embeddings Chang Xiao Peilin Zhong Changxi Zheng GAN 18 69 0 19 May 2018
Generative Creativity: Adversarial Learning for Bionic Design Simiao Yu Hao Dong Pan Wang Chao Wu Yike Guo GAN 33 8 0 19 May 2018
GANE: A Generative Adversarial Network Embedding Huiting Hong Xin Li Mingzhong Wang GAN 13 30 0 18 May 2018
GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training S. Akçay Amir Atapour-Abarghouei T. Breckon GAN 37 1,368 0 17 May 2018
Transferring GANs: generating images from limited data Yaxing Wang Chenshen Wu Luis Herranz Joost van de Weijer Abel Gonzalez-Garcia Bogdan Raducanu 33 283 0 04 May 2018
MC-GAN: Multi-conditional Generative Adversarial Network for Image Synthesis Hyojin Park Y. Yoo Nojun Kwak GAN 27 58 0 03 May 2018
Towards Interpretable Face Recognition Bangjie Yin Luan Tran Haoxiang Li Xiaohui Shen Xiaoming Liu CVBM 22 82 0 02 May 2018
SHADE: Information Based Regularization for Deep Learning Michael Blot Thomas Robert Nicolas Thome Matthieu Cord 32 12 0 29 Apr 2018
Network Transplanting Quanshi Zhang Yu Yang Ying Nian Wu Song-Chun Zhu OOD 11 5 0 26 Apr 2018
Visual Data Synthesis via GAN for Zero-Shot Video Classification Chenrui Zhang Yuxin Peng 17 47 0 26 Apr 2018
Unsupervised Disentangled Representation Learning with Analogical Relations Z. Li Yongchuan Tang Yongxing He GAN 25 14 0 25 Apr 2018
Keep it Unreal: Bridging the Realism Gap for 2.5D Recognition with Geometry Priors Only Sergey Zakharov Benjamin Planche Ziyan Wu Andreas Hutter H. Kosch Slobodan Ilic 24 23 0 24 Apr 2018
Deep Facial Expression Recognition: A Survey Shan Li Weihong Deng 151 1,280 0 23 Apr 2018
Mutual Information Maximization for Simple and Accurate Part-Of-Speech Induction K. Stratos 21 26 0 20 Apr 2018
Disentangling Controllable and Uncontrollable Factors of Variation by Interacting with the World Yoshihide Sawada DRL 21 10 0 19 Apr 2018
A Variational U-Net for Conditional Appearance and Shape Generation Patrick Esser E. Sutter Bjorn Ommer 28 417 0 12 Apr 2018
Understanding disentangling in $β$ -VAE Christopher P. Burgess I. Higgins Arka Pal Loic Matthey Nicholas Watters Guillaume Desjardins Alexander Lerchner CoGe DRL 11 822 0 10 Apr 2018
Structured Disentangled Representations Babak Esmaeili Hao Wu Sarthak Jain Alican Bozkurt N. Siddharth Brooks Paige Dana H. Brooks Jennifer Dy Jan-Willem van de Meent OOD CML BDL DRL 28 165 0 06 Apr 2018
Hallucinated-IQA: No-Reference Image Quality Assessment via Adversarial Learning Kwan-Yee Lin Guanxiang Wang OOD 13 224 0 05 Apr 2018
Learning Disentangled Joint Continuous and Discrete Representations Emilien Dupont DRL 28 241 0 31 Mar 2018
Lip Movements Generation at a Glance Lele Chen Zhiheng Li R. Maddox Z. Duan Chenliang Xu 25 259 0 28 Mar 2018
Probabilistic Video Generation using Holistic Attribute Control Jiawei He Andreas M. Lehrmann Joseph Marino Greg Mori Leonid Sigal VGen DiffM DRL 22 77 0 21 Mar 2018
Factorised spatial representation learning: application in semi-supervised myocardial segmentation A. Chartsias T. Joyce G. Papanastasiou S. Semple M. Williams D. Newby R. Dharmakumar Sotirios A. Tsaftaris DRL 51 69 0 19 Mar 2018
Music Style Transfer: A Position Paper Shuqi Dai Zheng-Wei Zhang Gus G. Xia 17 49 0 19 Mar 2018
Style Aggregated Network for Facial Landmark Detection Xuanyi Dong Yan Yan Wanli Ouyang Yi Yang CVBM 3DH 15 303 0 12 Mar 2018
One-Class Adversarial Nets for Fraud Detection Panpan Zheng Shuhan Yuan Xintao Wu Jun Yu Li Aidong Lu 27 160 0 05 Mar 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 29 873 0 03 Mar 2018
Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data Amjad Almahairi Sai Rajeswar Alessandro Sordoni Philip Bachman Aaron Courville GAN 18 420 0 27 Feb 2018
PBGen: Partial Binarization of Deconvolution-Based Generators for Edge Intelligence Jinglan Liu Jiaxin Zhang Yukun Ding Xiaowei Xu Meng Jiang Yiyu Shi 36 4 0 26 Feb 2018
Solving Linear Inverse Problems Using GAN Priors: An Algorithm with Provable Guarantees Viraj Shah C. Hegde GAN 18 162 0 23 Feb 2018
Hierarchical Adversarially Learned Inference Mohamed Ishmael Belghazi Sai Rajeswar Olivier Mastropietro Negar Rostamzadeh Jovana Mitrović Aaron Courville GAN BDL 40 29 0 04 Feb 2018
How do Humans Understand Explanations from Machine Learning Systems? An Evaluation of the Human-Interpretability of Explanation Menaka Narayanan Emily Chen Jeffrey He Been Kim S. Gershman Finale Doshi-Velez FAtt XAI 36 241 0 02 Feb 2018
Visual Interpretability for Deep Learning: a Survey Quanshi Zhang Song-Chun Zhu FaML HAI 17 809 0 02 Feb 2018
Dense 3D Object Reconstruction from a Single Depth View Bo Yang Stefano Rosa Andrew Markham Niki Trigoni Hongkai Wen GAN 3DV 19 115 0 01 Feb 2018
Improved Training of Generative Adversarial Networks Using Representative Features Duhyeon Bang Hyunjung Shim GAN 38 33 0 28 Jan 2018
Generative Adversarial Networks using Adaptive Convolution Nhat M. Nguyen Nilanjan Ray GAN 15 1 0 25 Jan 2018
Understanding Human Behaviors in Crowds by Imitating the Decision-Making Process Haosheng Zou Hang Su Shihong Song Jun Zhu 27 48 0 25 Jan 2018
Grounded Language Understanding for Manipulation Instructions Using GAN-Based Classification K. Sugiura Hisashi Kawai 36 7 0 16 Jan 2018
MINE: Mutual Information Neural Estimation Mohamed Ishmael Belghazi A. Baratin Sai Rajeswar Sherjil Ozair Yoshua Bengio Aaron Courville R. Devon Hjelm DRL 50 1,250 0 12 Jan 2018
Comparative Study on Generative Adversarial Networks Saifuddin Hitawala GAN 43 56 0 12 Jan 2018
Formalized Conceptual Spaces with a Geometric Representation of Correlations Lucas Bechberger Kai-Uwe Kühnberger 13 4 0 11 Jan 2018
On the Diversity of Realistic Image Synthesis Zichen Yang Haifeng Liu Deng Cai 27 6 0 20 Dec 2017
DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images Taihong Xiao Jiapeng Hong Jinwen Ma DRL 23 90 0 15 Nov 2017
Adversarial Information Factorization Antonia Creswell Yumnah Mohamied B. Sengupta Anil A Bharath CVBM GAN 29 23 0 14 Nov 2017
Adversarial Symmetric Variational Autoencoder Yunchen Pu Weiyao Wang Ricardo Henao Liqun Chen Zhe Gan Chunyuan Li Lawrence Carin DRL GAN 42 78 0 14 Nov 2017
Neural Discrete Representation Learning Aaron van den Oord Oriol Vinyals Koray Kavukcuoglu BDL SSL OCL 37 4,822 0 02 Nov 2017
Structured Generative Adversarial Networks Zhijie Deng Huan Zhang Xiaodan Liang Luona Yang Shizhen Xu Jun Zhu Eric P. Xing GAN 31 53 0 02 Nov 2017