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InfoGAN: Interpretable Representation Learning by Information Maximizing
  Generative Adversarial Nets

InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets

12 June 2016
Xi Chen
Yan Duan
Rein Houthooft
John Schulman
Ilya Sutskever
Pieter Abbeel
    GAN
ArXiv (abs)PDFHTML

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

50 / 1,937 papers shown
Network Transplanting
Network Transplanting
Quanshi Zhang
Yu Yang
Ying Nian Wu
Song-Chun Zhu
OOD
144
5
0
26 Apr 2018
Modeling Psychotherapy Dialogues with Kernelized Hashcode
  Representations: A Nonparametric Information-Theoretic Approach
Modeling Psychotherapy Dialogues with Kernelized Hashcode Representations: A Nonparametric Information-Theoretic Approach
S. Garg
Irina Rish
Guillermo Cecchi
Palash Goyal
Sarik Ghazarian
Shuyang Gao
Greg Ver Steeg
Aram Galstyan
289
0
0
26 Apr 2018
Visual Data Synthesis via GAN for Zero-Shot Video Classification
Visual Data Synthesis via GAN for Zero-Shot Video Classification
Chenrui Zhang
Yuxin Peng
169
51
0
26 Apr 2018
3D-PhysNet: Learning the Intuitive Physics of Non-Rigid Object
  Deformations
3D-PhysNet: Learning the Intuitive Physics of Non-Rigid Object Deformations
Zhihua Wang
Stefano Rosa
Bo Yang
Sen Wang
A. Trigoni
Andrew Markham
AI4CE
279
27
0
25 Apr 2018
Unsupervised Disentangled Representation Learning with Analogical
  Relations
Unsupervised Disentangled Representation Learning with Analogical Relations
Ziyue Li
Yongchuan Tang
Yongxing He
GAN
148
14
0
25 Apr 2018
Keep it Unreal: Bridging the Realism Gap for 2.5D Recognition with
  Geometry Priors Only
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
174
23
0
24 Apr 2018
Towards Symbolic Reinforcement Learning with Common Sense
Towards Symbolic Reinforcement Learning with Common Sense
Artur Garcez
Aimore Dutra
E. Alonso
OffRL
122
31
0
23 Apr 2018
Deep Facial Expression Recognition: A Survey
Deep Facial Expression Recognition: A SurveyIEEE Transactions on Affective Computing (IEEE Trans. Affective Comput.), 2018
Shan Li
Weihong Deng
575
1,526
0
23 Apr 2018
Mutual Information Maximization for Simple and Accurate Part-Of-Speech
  Induction
Mutual Information Maximization for Simple and Accurate Part-Of-Speech InductionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2018
K. Stratos
332
28
0
20 Apr 2018
Mapping Images to Psychological Similarity Spaces Using Neural Networks
Mapping Images to Psychological Similarity Spaces Using Neural NetworksInternational Workshop on Artificial Intelligence and Cognition (AIC), 2018
Lucas Bechberger
Elektra Kypridemou
GAN
101
3
0
20 Apr 2018
Generating a Fusion Image: One's Identity and Another's Shape
Generating a Fusion Image: One's Identity and Another's Shape
Donggyu Joo
Doyeon Kim
Junmo Kim
GAN
167
35
0
20 Apr 2018
Unsupervised Representation Adversarial Learning Network: from
  Reconstruction to Generation
Unsupervised Representation Adversarial Learning Network: from Reconstruction to GenerationIEEE International Joint Conference on Neural Network (IJCNN), 2018
Yuqian Zhou
Kuangxiao Gu
Thomas Huang
SSLGAN
103
11
0
19 Apr 2018
Learning Disentangled Representations of Texts with Application to
  Biomedical Abstracts
Learning Disentangled Representations of Texts with Application to Biomedical AbstractsConference on Empirical Methods in Natural Language Processing (EMNLP), 2018
Sarthak Jain
Edward Banner
Jan-Willem van de Meent
Iain J. Marshall
Byron C. Wallace
DRL
159
33
0
19 Apr 2018
Disentangling Controllable and Uncontrollable Factors of Variation by
  Interacting with the World
Disentangling Controllable and Uncontrollable Factors of Variation by Interacting with the World
Yoshihide Sawada
DRL
226
10
0
19 Apr 2018
Learning Sparse Latent Representations with the Deep Copula Information
  Bottleneck
Learning Sparse Latent Representations with the Deep Copula Information Bottleneck
Aleksander Wieczorek
Mario Wieser
Damian Murezzan
Volker Roth
SSL
195
31
0
17 Apr 2018
Cross-Domain Adversarial Auto-Encoder
Cross-Domain Adversarial Auto-Encoder
Haodi Hou
Jing Huo
Yang Gao
OOD
114
5
0
17 Apr 2018
Defo-Net: Learning Body Deformation using Generative Adversarial
  Networks
Defo-Net: Learning Body Deformation using Generative Adversarial Networks
Zhihua Wang
Stefano Rosa
Linhai Xie
Bo Yang
Sen Wang
A. Trigoni
Andrew Markham
GAN
97
9
0
16 Apr 2018
Multimodal Unsupervised Image-to-Image Translation
Multimodal Unsupervised Image-to-Image Translation
Xun Huang
Ming-Yuan Liu
Serge J. Belongie
Jan Kautz
810
2,653
0
12 Apr 2018
A Variational U-Net for Conditional Appearance and Shape Generation
A Variational U-Net for Conditional Appearance and Shape Generation
Patrick Esser
E. Sutter
Bjorn Ommer
171
437
0
12 Apr 2018
CubeNet: Equivariance to 3D Rotation and Translation
CubeNet: Equivariance to 3D Rotation and Translation
Daniel E. Worrall
Gabriel J. Brostow
3DPC
259
149
0
12 Apr 2018
Ranking CGANs: Subjective Control over Semantic Image Attributes
Ranking CGANs: Subjective Control over Semantic Image Attributes
Y. Saquil
K. Kim
P. Hall
GANEGVM
271
34
0
11 Apr 2018
Semi-supervised Adversarial Learning to Generate Photorealistic Face
  Images of New Identities from 3D Morphable Model
Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model
Baris Gecer
Binod Bhattarai
J. Kittler
Tae-Kyun Kim
CVBMGAN
214
68
0
10 Apr 2018
Understanding disentangling in $β$-VAE
Understanding disentangling in βββ-VAE
Christopher P. Burgess
I. Higgins
Arka Pal
Loic Matthey
Nicholas Watters
Guillaume Desjardins
Alexander Lerchner
CoGeDRL
357
903
0
10 Apr 2018
Graphical Generative Adversarial Networks
Graphical Generative Adversarial Networks
Chongxuan Li
Max Welling
Jun Zhu
Bo Zhang
GAN
118
37
0
10 Apr 2018
Associative Compression Networks for Representation Learning
Associative Compression Networks for Representation Learning
Alex Graves
Jacob Menick
Aaron van den Oord
CML
216
21
0
06 Apr 2018
Structured Disentangled Representations
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
OODCMLBDLDRL
310
177
0
06 Apr 2018
Hallucinated-IQA: No-Reference Image Quality Assessment via Adversarial
  Learning
Hallucinated-IQA: No-Reference Image Quality Assessment via Adversarial Learning
Kwan-Yee Lin
Guanxiang Wang
OOD
235
245
0
05 Apr 2018
Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation
Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation
Helge Rhodin
Mathieu Salzmann
Pascal Fua
3DHSSL
157
237
0
03 Apr 2018
Learning Disentangled Joint Continuous and Discrete Representations
Learning Disentangled Joint Continuous and Discrete Representations
Emilien Dupont
DRL
489
266
0
31 Mar 2018
Learning Beyond Human Expertise with Generative Models for Dental
  Restorations
Learning Beyond Human Expertise with Generative Models for Dental Restorations
Jyh-Jing Hwang
S. Azernikov
Alexei A. Efros
Stella X. Yu
MedIm
161
39
0
30 Mar 2018
Towards Open-Set Identity Preserving Face Synthesis
Towards Open-Set Identity Preserving Face Synthesis
Jianmin Bao
Dong Chen
Fang Wen
Houqiang Li
G. Hua
CVBMGAN
231
262
0
29 Mar 2018
Image Generation and Translation with Disentangled Representations
Image Generation and Translation with Disentangled Representations
Tobias Hinz
S. Wermter
DRLGAN
77
8
0
28 Mar 2018
Lip Movements Generation at a Glance
Lip Movements Generation at a Glance
Lele Chen
Zhiheng Li
R. Maddox
Z. Duan
Chenliang Xu
349
303
0
28 Mar 2018
Image Semantic Transformation: Faster, Lighter and Stronger
Image Semantic Transformation: Faster, Lighter and Stronger
Dasong Li
Jianbo Wang
77
0
0
27 Mar 2018
Regularizing Deep Hashing Networks Using GAN Generated Fake Images
Libing Geng
Yan Pan
Jikai Chen
Hanjiang Lai
GAN
157
0
0
26 Mar 2018
Comparing Generative Adversarial Network Techniques for Image Creation
  and Modification
Comparing Generative Adversarial Network Techniques for Image Creation and Modification
Mathijs Pieters
M. Wiering
GAN
109
12
0
24 Mar 2018
MTGAN: Speaker Verification through Multitasking Triplet Generative
  Adversarial Networks
MTGAN: Speaker Verification through Multitasking Triplet Generative Adversarial Networks
Wenhao Ding
Liang He
128
20
0
24 Mar 2018
Dist-GAN: An Improved GAN using Distance Constraints
Dist-GAN: An Improved GAN using Distance Constraints
Ngoc-Trung Tran
Tuan-Anh Bui
Ngai-Man Cheung
DRLGAN
284
96
0
23 Mar 2018
Neuronal Circuit Policies
Neuronal Circuit Policies
Mathias Lechner
Ramin M. Hasani
Radu Grosu
73
12
0
22 Mar 2018
BSD-GAN: Branched Generative Adversarial Network for Scale-Disentangled
  Representation Learning and Image Synthesis
BSD-GAN: Branched Generative Adversarial Network for Scale-Disentangled Representation Learning and Image Synthesis
Zili Yi
Zhiqin Chen
Hao Cai
Xin Huang
Minglun Gong
Hao Zhang
GAN
109
0
0
22 Mar 2018
Probabilistic Video Generation using Holistic Attribute Control
Probabilistic Video Generation using Holistic Attribute Control
Jiawei He
Andreas M. Lehrmann
Joseph Marino
Greg Mori
Leonid Sigal
VGenDiffMDRL
152
82
0
21 Mar 2018
Speech-Driven Facial Reenactment Using Conditional Generative
  Adversarial Networks
Speech-Driven Facial Reenactment Using Conditional Generative Adversarial Networks
S. Jalalifar
Hosein Hasani
H. Aghajan
CVBMGAN
120
25
0
20 Mar 2018
Factorised spatial representation learning: application in
  semi-supervised myocardial segmentation
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
189
73
0
19 Mar 2018
Music Style Transfer: A Position Paper
Music Style Transfer: A Position Paper
Shuqi Dai
Zheng Zhang
Gus G. Xia
447
55
0
19 Mar 2018
Adversarial Data Programming: Using GANs to Relax the Bottleneck of
  Curated Labeled Data
Adversarial Data Programming: Using GANs to Relax the Bottleneck of Curated Labeled Data
Arghya Pal
V. Balasubramanian
150
15
0
14 Mar 2018
An Introduction to Image Synthesis with Generative Adversarial Nets
An Introduction to Image Synthesis with Generative Adversarial Nets
He Huang
Philip S. Yu
Changhu Wang
GAN
241
195
0
12 Mar 2018
Style Aggregated Network for Facial Landmark Detection
Style Aggregated Network for Facial Landmark Detection
Xuanyi Dong
Yan Yan
Wanli Ouyang
Yi Yang
CVBM3DH
305
324
0
12 Mar 2018
Disentangled Sequential Autoencoder
Disentangled Sequential Autoencoder
Yingzhen Li
Stephan Mandt
CoGe
289
297
0
08 Mar 2018
Inferencing Based on Unsupervised Learning of Disentangled
  Representations
Inferencing Based on Unsupervised Learning of Disentangled Representations
Tobias Hinz
S. Wermter
GAN
81
7
0
07 Mar 2018
One-Class Adversarial Nets for Fraud Detection
One-Class Adversarial Nets for Fraud Detection
Panpan Zheng
Shuhan Yuan
Xintao Wu
Jun Yu Li
Aidong Lu
205
172
0
05 Mar 2018
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