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
Lip Movements Generation at a Glance Lele Chen Zhiheng Li R. Maddox Z. Duan Chenliang Xu 20 259 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 19 160 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-Long Jiang Yiyu Shi 33 4 0 26 Feb 2018
Solving Linear Inverse Problems Using GAN Priors: An Algorithm with Provable Guarantees Viraj Shah C. Hegde GAN 13 161 0 23 Feb 2018
Hierarchical Adversarially Learned Inference Mohamed Ishmael Belghazi Sai Rajeswar Olivier Mastropietro Negar Rostamzadeh Jovana Mitrović Aaron Courville GAN BDL 32 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 16 241 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 30 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 11 48 0 25 Jan 2018
Grounded Language Understanding for Manipulation Instructions Using GAN-Based Classification K. Sugiura Hisashi Kawai 28 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 18 1,248 0 12 Jan 2018
Comparative Study on Generative Adversarial Networks Saifuddin Hitawala GAN 35 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 24 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 27 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 34 78 0 14 Nov 2017
Neural Discrete Representation Learning Aaron van den Oord Oriol Vinyals Koray Kavukcuoglu BDL SSL OCL 23 4,811 0 02 Nov 2017
Structured Generative Adversarial Networks Zhijie Deng H. M. Zhang Xiaodan Liang Luona Yang Shizhen Xu Jun Zhu Eric P. Xing GAN 31 53 0 02 Nov 2017
Generative Adversarial Networks: An Overview Antonia Creswell Tom White Vincent Dumoulin Kai Arulkumaran B. Sengupta Anil A Bharath GAN 30 2,972 0 19 Oct 2017
Burn-In Demonstrations for Multi-Modal Imitation Learning Alex Kuefler Mykel J. Kochenderfer 19 24 0 13 Oct 2017
Learning Independent Features with Adversarial Nets for Non-linear ICA Philemon Brakel Yoshua Bengio OOD CML 24 93 0 13 Oct 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 17 25 0 11 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 32 220 0 05 Sep 2017
PassGAN: A Deep Learning Approach for Password Guessing B. Hitaj Paolo Gasti G. Ateniese F. Pérez-Cruz GAN 30 246 0 01 Sep 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 27 198 0 26 Aug 2017
Binary Generative Adversarial Networks for Image Retrieval Jingkuan Song GAN 20 192 0 08 Aug 2017
Unsupervised Visual Attribute Transfer with Reconfigurable Generative Adversarial Networks Taeksoo Kim Byoungjip Kim Moonsu Cha Jiwon Kim GAN 24 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 29 409 0 26 Jul 2017
Semantic Image Synthesis via Adversarial Learning Hao Dong Simiao Yu Chao Wu Yike Guo GAN 12 265 0 21 Jul 2017
MoCoGAN: Decomposing Motion and Content for Video Generation Sergey Tulyakov Ming-Yu Liu Xiaodong Yang Jan Kautz GAN 58 1,131 0 17 Jul 2017
Guiding InfoGAN with Semi-Supervision Adrian Spurr Emre Aksan Otmar Hilliges GAN 34 46 0 14 Jul 2017
Skeleton-aided Articulated Motion Generation Yichao Yan Jingwei Xu Bingbing Ni Xiaokang Yang 3DH 29 87 0 04 Jul 2017
Synthesizing Filamentary Structured Images with GANs He Zhao Huiqi Li Li Cheng GAN MedIm 30 26 0 07 Jun 2017
On Unifying Deep Generative Models Zhiting Hu Zichao Yang Ruslan Salakhutdinov Eric P. Xing DRL GAN 38 127 0 02 Jun 2017
PixelGAN Autoencoders Alireza Makhzani Brendan J. Frey GAN 32 100 0 02 Jun 2017
Fader Networks: Manipulating Images by Sliding Attributes Guillaume Lample Neil Zeghidour Nicolas Usunier Antoine Bordes Ludovic Denoyer MarcÁurelio Ranzato DRL GAN 26 543 0 01 Jun 2017
Depth Structure Preserving Scene Image Generation Wendong Zhang Bingbing Ni Yichao Yan Jingwei Xu Xiaokang Yang GAN 33 4 0 01 Jun 2017
Representation Learning by Rotating Your Faces Luan Tran Xi Yin Xiaoming Liu CVBM GAN 15 140 0 31 May 2017
Multi-Modal Imitation Learning from Unstructured Demonstrations using Generative Adversarial Nets Karol Hausman Yevgen Chebotar S. Schaal Gaurav Sukhatme Joseph J. Lim GAN 22 147 0 30 May 2017
Style Transfer from Non-Parallel Text by Cross-Alignment T. Shen Tao Lei Regina Barzilay Tommi Jaakkola 31 767 0 26 May 2017
Towards Large-Pose Face Frontalization in the Wild Xi Yin Xiang Yu Kihyuk Sohn Xiaoming Liu Manmohan Chandraker CVBM 3DH 21 316 0 20 Apr 2017