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1606.03657
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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
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Papers citing
"InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"
37 / 1,937 papers shown
Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Physics Synthesis
Computing and Software for Big Science (CSBS), 2017
Luke de Oliveira
Michela Paganini
Benjamin Nachman
GAN
AI4CE
237
300
0
20 Jan 2017
Image Generation and Editing with Variational Info Generative AdversarialNetworks
Mahesh Gorijala
Ambedkar Dukkipati
GAN
129
15
0
17 Jan 2017
AdaGAN: Boosting Generative Models
Neural Information Processing Systems (NeurIPS), 2017
Ilya O. Tolstikhin
Sylvain Gelly
Olivier Bousquet
Carl-Johann Simon-Gabriel
Bernhard Schölkopf
GAN
372
229
0
09 Jan 2017
NIPS 2016 Tutorial: Generative Adversarial Networks
Ian Goodfellow
GAN
625
1,795
0
31 Dec 2016
MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification
IEEE Geoscience and Remote Sensing Letters (GRSL), 2016
Daoyu Lin
Kun Fu
Yang Wang
Guangluan Xu
Xian Sun
GAN
168
185
0
28 Dec 2016
Learning from Simulated and Unsupervised Images through Adversarial Training
Computer Vision and Pattern Recognition (CVPR), 2016
A. Shrivastava
Tomas Pfister
Oncel Tuzel
J. Susskind
Wenda Wang
Russ Webb
GAN
276
1,865
0
22 Dec 2016
Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks
Computer Vision and Pattern Recognition (CVPR), 2016
Konstantinos Bousmalis
N. Silberman
David Dohan
D. Erhan
Dilip Krishnan
OOD
GAN
542
1,599
0
16 Dec 2016
Learning Residual Images for Face Attribute Manipulation
Computer Vision and Pattern Recognition (CVPR), 2016
Wei Shen
Rujie Liu
CVBM
GAN
280
261
0
16 Dec 2016
Stacked Generative Adversarial Networks
Xun Huang
Shouqing Yang
Omid Poursaeed
John E. Hopcroft
Serge J. Belongie
GAN
417
465
0
13 Dec 2016
StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks
Han Zhang
Tao Xu
Jiaming Song
Shaoting Zhang
Xiaogang Wang
Xiaolei Huang
Dimitris N. Metaxas
GAN
353
2,889
0
10 Dec 2016
Message Passing Multi-Agent GANs
Arna Ghosh
Viveka Kulharia
Vinay P. Namboodiri
AI4CE
GAN
145
19
0
05 Dec 2016
Ensembles of Generative Adversarial Networks
Yaxing Wang
Lichao Zhang
Joost van de Weijer
GAN
182
55
0
03 Dec 2016
A Compositional Object-Based Approach to Learning Physical Dynamics
Michael Chang
T. Ullman
Antonio Torralba
J. Tenenbaum
AI4CE
OCL
665
455
0
01 Dec 2016
Invertible Conditional GANs for image editing
Guim Perarnau
Joost van de Weijer
Bogdan Raducanu
J. Álvarez
GAN
200
667
0
19 Nov 2016
Inverting The Generator Of A Generative Adversarial Network
Antonia Creswell
Anil Anthony Bharath
GAN
399
364
0
17 Nov 2016
Variational Deep Embedding: An Unsupervised and Generative Approach to Clustering
Zhuxi Jiang
Yin Zheng
Huachun Tan
Bangsheng Tang
Hanning Zhou
BDL
DRL
369
808
0
16 Nov 2016
Least Squares Generative Adversarial Networks
Xudong Mao
Qing Li
Haoran Xie
Raymond Y. K. Lau
Zhen Wang
Stephen Paul Smolley
GAN
896
4,916
0
13 Nov 2016
Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders
Nat Dilokthanakul
P. Mediano
M. Garnelo
M. J. Lee
Hugh Salimbeni
Kai Arulkumaran
Murray Shanahan
DRL
333
699
0
08 Nov 2016
Unrolled Generative Adversarial Networks
Luke Metz
Ben Poole
David Pfau
Jascha Narain Sohl-Dickstein
GAN
465
1,055
0
07 Nov 2016
Generative Multi-Adversarial Networks
Ishan Durugkar
I. Gemp
Sridhar Mahadevan
GAN
239
360
0
05 Nov 2016
Ways of Conditioning Generative Adversarial Networks
Hanock Kwak
Byoung-Tak Zhang
GAN
102
17
0
04 Nov 2016
RenderGAN: Generating Realistic Labeled Data
Leon Sixt
Benjamin Wild
Tim Landgraf
GAN
580
179
0
04 Nov 2016
Categorical Reparameterization with Gumbel-Softmax
Eric Jang
S. Gu
Ben Poole
BDL
1.1K
5,952
0
03 Nov 2016
Conditional Image Synthesis With Auxiliary Classifier GANs
Augustus Odena
C. Olah
Jonathon Shlens
GAN
1.1K
3,444
0
30 Oct 2016
Towards a continuous modeling of natural language domains
Sebastian Ruder
Parsa Ghaffari
J. Breslin
80
9
0
28 Oct 2016
Learning to Protect Communications with Adversarial Neural Cryptography
Martín Abadi
David G. Andersen
FedML
GAN
150
228
0
21 Oct 2016
Deep Identity-aware Transfer of Facial Attributes
Mu Li
W. Zuo
David C. Zhang
CVBM
265
151
0
18 Oct 2016
Deep Variational Canonical Correlation Analysis
Weiran Wang
Xinchen Yan
Honglak Lee
Karen Livescu
DRL
BDL
276
151
0
11 Oct 2016
Connecting Generative Adversarial Networks and Actor-Critic Methods
David Pfau
Oriol Vinyals
OffRL
AI4CE
318
189
0
06 Oct 2016
Cooperative Training of Descriptor and Generator Networks
Jianwen Xie
Yang Lu
Ruiqi Gao
Song-Chun Zhu
Ying Nian Wu
GAN
284
145
0
29 Sep 2016
Task Specific Adversarial Cost Function
Antonia Creswell
Anil A. Bharath
AAML
GAN
177
13
0
27 Sep 2016
Towards Deep Symbolic Reinforcement Learning
M. Garnelo
Kai Arulkumaran
Murray Shanahan
254
232
0
18 Sep 2016
Inverting Variational Autoencoders for Improved Generative Accuracy
I. Gemp
Ishan Durugkar
M. Parente
M. Dyar
Sridhar Mahadevan
DRL
GAN
213
3
0
21 Aug 2016
Enlightening Deep Neural Networks with Knowledge of Confounding Factors
Yu Zhong
G. Ettinger
138
25
0
08 Jul 2016
Adversarially Learned Inference
International Conference on Learning Representations (ICLR), 2016
Vincent Dumoulin
Ishmael Belghazi
Ben Poole
Olivier Mastropietro
Alex Lamb
Martín Arjovsky
Aaron Courville
GAN
787
1,337
0
02 Jun 2016
Conditional Similarity Networks
Andreas Veit
Serge J. Belongie
Theofanis Karaletsos
177
8
0
25 Mar 2016
Generative Adversarial Networks
Neural Information Processing Systems (NeurIPS), 2014
Ian Goodfellow
Jean Pouget-Abadie
M. Berk Mirza
Bing Xu
David Warde-Farley
Sherjil Ozair
Aaron Courville
Yoshua Bengio
GAN
374
2,290
0
10 Jun 2014
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