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Autoencoding beyond pixels using a learned similarity metric
v1v2 (latest)

Autoencoding beyond pixels using a learned similarity metric

31 December 2015
Anders Boesen Lindbo Larsen
Søren Kaae Sønderby
Hugo Larochelle
Ole Winther
    GAN
ArXiv (abs)PDFHTML

Papers citing "Autoencoding beyond pixels using a learned similarity metric"

50 / 930 papers shown
Title
On the Diversity of Realistic Image Synthesis
On the Diversity of Realistic Image Synthesis
Zichen Yang
Haifeng Liu
Deng Cai
102
6
0
20 Dec 2017
Adversarial Examples: Attacks and Defenses for Deep Learning
Adversarial Examples: Attacks and Defenses for Deep LearningIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2017
Xiaoyong Yuan
Pan He
Qile Zhu
Xiaolin Li
SILMAAML
505
1,728
0
19 Dec 2017
GibbsNet: Iterative Adversarial Inference for Deep Graphical Models
GibbsNet: Iterative Adversarial Inference for Deep Graphical Models
Alex Lamb
R. Devon Hjelm
Yaroslav Ganin
Joseph Paul Cohen
Aaron Courville
Yoshua Bengio
GAN
119
13
0
12 Dec 2017
Generative Adversarial Perturbations
Generative Adversarial Perturbations
Omid Poursaeed
Isay Katsman
Bicheng Gao
Serge J. Belongie
AAMLGANWIGM
362
383
0
06 Dec 2017
Pose-Normalized Image Generation for Person Re-identification
Pose-Normalized Image Generation for Person Re-identification
Xuelin Qian
Yanwei Fu
Tao Xiang
Wenxuan Wang
Jie Qiu
Yang Wu
Yu-Gang Jiang
Xiangyang Xue
GAN
243
467
0
06 Dec 2017
Learning to Write Stylized Chinese Characters by Reading a Handful of
  Examples
Learning to Write Stylized Chinese Characters by Reading a Handful of Examples
D. Sun
Zhaolin Ren
Chongxun Li
Hang Su
Jun Zhu
214
99
0
06 Dec 2017
Unsupervised Multi-Domain Image Translation with Domain-Specific
  Encoders/Decoders
Unsupervised Multi-Domain Image Translation with Domain-Specific Encoders/Decoders
Le Hui
Xiang Li
Jiaxin Chen
Hongliang He
Chen Gong
Zhiqiang Wang
88
43
0
06 Dec 2017
Compatibility Family Learning for Item Recommendation and Generation
Compatibility Family Learning for Item Recommendation and Generation
Yong-Siang Shih
Kai-Yueh Chang
Hsuan-Tien Lin
Min Sun
134
58
0
02 Dec 2017
Deformable Shape Completion with Graph Convolutional Autoencoders
Deformable Shape Completion with Graph Convolutional Autoencoders
Or Litany
A. Bronstein
M. Bronstein
A. Makadia
338
234
0
01 Dec 2017
InverseNet: Solving Inverse Problems with Splitting Networks
InverseNet: Solving Inverse Problems with Splitting Networks
Kai Fan
Qinglai Wei
Wenlin Wang
Amit Chakraborty
Katherine A. Heller
175
8
0
01 Dec 2017
Toward Multimodal Image-to-Image Translation
Toward Multimodal Image-to-Image Translation
Jun-Yan Zhu
Richard Y. Zhang
Deepak Pathak
Trevor Darrell
Alexei A. Efros
Oliver Wang
Eli Shechtman
362
1,410
0
30 Nov 2017
High-Resolution Image Synthesis and Semantic Manipulation with
  Conditional GANs
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs
Ting-Chun Wang
Ming-Yuan Liu
Jun-Yan Zhu
Andrew Tao
Jan Kautz
Bryan Catanzaro
SSeg
544
4,234
0
30 Nov 2017
AttGAN: Facial Attribute Editing by Only Changing What You Want
AttGAN: Facial Attribute Editing by Only Changing What You Want
Zhenliang He
W. Zuo
Meina Kan
Shiguang Shan
Xilin Chen
GANCVBM
233
770
0
29 Nov 2017
Exploiting the potential of unlabeled endoscopic video data with
  self-supervised learning
Exploiting the potential of unlabeled endoscopic video data with self-supervised learning
T. Ross
David Zimmerer
A. Vemuri
Hyunjin Park
Manuel Wiesenfarth
...
H. Kenngott
Stefanie Speidel
Annette Kopp-Schneider
Klaus Maier-Hein
Lena Maier-Hein
MedImSSL
148
134
0
27 Nov 2017
Weakly Supervised Object Discovery by Generative Adversarial & Ranking
  Networks
Weakly Supervised Object Discovery by Generative Adversarial & Ranking Networks
Ali Diba
Vivek Sharma
Rainer Stiefelhagen
Luc Van Gool
GAN
176
6
0
22 Nov 2017
Two Birds with One Stone: Transforming and Generating Facial Images with
  Iterative GAN
Two Birds with One Stone: Transforming and Generating Facial Images with Iterative GAN
Dan Ma
B. Liu
Zhao Kang
Jiayu Zhou
Jianke Zhu
Zenglin Xu
CVBMGAN
96
6
0
16 Nov 2017
How Generative Adversarial Networks and Their Variants Work: An Overview
How Generative Adversarial Networks and Their Variants Work: An Overview
Yongjun Hong
Uiwon Hwang
Jaeyoon Yoo
Sungroh Yoon
GAN
421
171
0
16 Nov 2017
Adversarial Information Factorization
Adversarial Information Factorization
Antonia Creswell
Yumnah Mohamied
B. Sengupta
Anil A Bharath
CVBMGAN
123
23
0
14 Nov 2017
XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings
XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings
Amelie Royer
Konstantinos Bousmalis
Stephan Gouws
Fred Bertsch
Inbar Mosseri
Forrester Cole
Kevin Patrick Murphy
GAN
368
146
0
14 Nov 2017
Adversarial Symmetric Variational Autoencoder
Adversarial Symmetric Variational Autoencoder
Yunchen Pu
Weiyao Wang
Ricardo Henao
Liqun Chen
Zhe Gan
Chunyuan Li
Lawrence Carin
DRLGAN
239
79
0
14 Nov 2017
MojiTalk: Generating Emotional Responses at Scale
MojiTalk: Generating Emotional Responses at Scale
Xianda Zhou
William Yang Wang
156
206
0
11 Nov 2017
Semantic Interpolation in Implicit Models
Semantic Interpolation in Implicit Models
Yannic Kilcher
Aurelien Lucchi
Thomas Hofmann
154
18
0
31 Oct 2017
Deep Illumination: Approximating Dynamic Global Illumination with
  Generative Adversarial Network
Deep Illumination: Approximating Dynamic Global Illumination with Generative Adversarial Network
M. M. Thomas
A. Forbes
3DV
144
25
0
26 Oct 2017
StackGAN++: Realistic Image Synthesis with Stacked Generative
  Adversarial Networks
StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks
Han Zhang
Tao Xu
Jiaming Song
Shaoting Zhang
Xiaogang Wang
Xiaolei Huang
Dimitris N. Metaxas
GAN
333
1,154
0
19 Oct 2017
A Geometric View of Optimal Transportation and Generative Model
A Geometric View of Optimal Transportation and Generative Model
Na Lei
Kehua Su
Li-min Cui
S. Yau
X. Gu
GANOT
181
139
0
16 Oct 2017
Deep Regression Bayesian Network and Its Applications
Deep Regression Bayesian Network and Its Applications
S. Nie
Meng Zheng
Q. Ji
BDLTPM
68
3
0
13 Oct 2017
Unsupervised Learning of Disentangled and Interpretable Representations
  from Sequential Data
Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data
Wei-Ning Hsu
Yu Zhang
James R. Glass
BDLSSL
210
364
0
22 Sep 2017
ALICE: Towards Understanding Adversarial Learning for Joint Distribution
  Matching
ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching
Chunyuan Li
Hao Liu
Changyou Chen
Yunchen Pu
Liqun Chen
Ricardo Henao
Lawrence Carin
GANFedML
156
224
0
05 Sep 2017
Adversarial Networks for Spatial Context-Aware Spectral Image
  Reconstruction from RGB
Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB
Aitor Alvarez-Gila
Joost van de Weijer
Estíbaliz Garrote
GAN
162
104
0
01 Sep 2017
Photorealistic Facial Expression Synthesis by the Conditional Difference
  Adversarial Autoencoder
Photorealistic Facial Expression Synthesis by the Conditional Difference Adversarial Autoencoder
Yuqian Zhou
Bertram Emil Shi
CVBM
126
81
0
30 Aug 2017
Binary Generative Adversarial Networks for Image Retrieval
Binary Generative Adversarial Networks for Image RetrievalAAAI Conference on Artificial Intelligence (AAAI), 2017
Jingkuan Song
GAN
179
195
0
08 Aug 2017
Interpreting CNN Knowledge via an Explanatory Graph
Interpreting CNN Knowledge via an Explanatory Graph
Quanshi Zhang
Ruiming Cao
Feng Shi
Ying Nian Wu
Song-Chun Zhu
FAttGNNSSL
198
251
0
05 Aug 2017
Inception Score, Label Smoothing, Gradient Vanishing and -log(D(x)) Alternative
Zhiming Zhou
Weinan Zhang
Jun Wang
125
19
0
05 Aug 2017
Unsupervised Visual Attribute Transfer with Reconfigurable Generative
  Adversarial Networks
Unsupervised Visual Attribute Transfer with Reconfigurable Generative Adversarial Networks
Taeksoo Kim
Byoungjip Kim
Moonsu Cha
Jiwon Kim
GAN
170
41
0
31 Jul 2017
Improved Adversarial Systems for 3D Object Generation and Reconstruction
Improved Adversarial Systems for 3D Object Generation and Reconstruction
Edward James Smith
David Meger
GAN
227
178
0
29 Jul 2017
Face Deidentification with Generative Deep Neural Networks
Face Deidentification with Generative Deep Neural Networks
Blaž Meden
Refik Can Malli
Sebastjan Fabijan
H. K. Ekenel
Vitomir Štruc
Peter Peer
PICVCVBM
155
68
0
28 Jul 2017
DARLA: Improving Zero-Shot Transfer in Reinforcement Learning
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
272
435
0
26 Jul 2017
Semantic Image Synthesis via Adversarial Learning
Semantic Image Synthesis via Adversarial Learning
Hao Dong
Simiao Yu
Chao Wu
Wenhan Luo
GAN
168
275
0
21 Jul 2017
Rethinking Reprojection: Closing the Loop for Pose-aware
  ShapeReconstruction from a Single Image
Rethinking Reprojection: Closing the Loop for Pose-aware ShapeReconstruction from a Single Image
Rui Zhu
Hamed Kiani Galoogahi
Chaoyang Wang
Simon Lucey
3DV
198
91
0
15 Jul 2017
GLSR-VAE: Geodesic Latent Space Regularization for Variational
  AutoEncoder Architectures
GLSR-VAE: Geodesic Latent Space Regularization for Variational AutoEncoder Architectures
Gaëtan Hadjeres
Frank Nielsen
F. Pachet
DRL
164
68
0
14 Jul 2017
A Survey on Resilient Machine Learning
A Survey on Resilient Machine Learning
Atul Kumar
S. Mehta
OODAAML
134
16
0
11 Jul 2017
Vision-Based Multi-Task Manipulation for Inexpensive Robots Using
  End-To-End Learning from Demonstration
Vision-Based Multi-Task Manipulation for Inexpensive Robots Using End-To-End Learning from Demonstration
Rouhollah Rahmatizadeh
P. Abolghasemi
Ladislau Bölöni
Sergey Levine
263
272
0
10 Jul 2017
Learning Representations and Generative Models for 3D Point Clouds
Learning Representations and Generative Models for 3D Point Clouds
Panos Achlioptas
Olga Diamanti
Alexia Jolicoeur-Martineau
Leonidas Guibas
3DV3DPC
188
91
0
08 Jul 2017
Auto-Encoder Guided GAN for Chinese Calligraphy Synthesis
Auto-Encoder Guided GAN for Chinese Calligraphy Synthesis
Pengyuan Lyu
X. Bai
Cong Yao
Zhen Zhu
Tengteng Huang
Wenyu Liu
GAN
155
140
0
27 Jun 2017
Bayesian Conditional Generative Adverserial Networks
Bayesian Conditional Generative Adverserial Networks
Ehsan Abbasnejad
Javen Qinfeng Shi
Iman Abbasnejad
Anton Van Den Hengel
A. Dick
GAN
132
13
0
17 Jun 2017
Interactive 3D Modeling with a Generative Adversarial Network
Interactive 3D Modeling with a Generative Adversarial Network
Jerry Liu
Feng Yu
Thomas Funkhouser
GAN
109
93
0
16 Jun 2017
Variational Approaches for Auto-Encoding Generative Adversarial Networks
Variational Approaches for Auto-Encoding Generative Adversarial Networks
Mihaela Rosca
Balaji Lakshminarayanan
David Warde-Farley
S. Mohamed
DRLGAN
271
278
0
15 Jun 2017
von Mises-Fisher Mixture Model-based Deep learning: Application to Face
  Verification
von Mises-Fisher Mixture Model-based Deep learning: Application to Face Verification
Abul Hasnat
Julien Bohné
Jonathan Milgram
S. Gentric
Liming Chen
CVBM
210
98
0
13 Jun 2017
Adversarial Feature Matching for Text Generation
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
Channel-Recurrent Autoencoding for Image Modeling
Wenling Shang
Kihyuk Sohn
Yuandong Tian
DRLGAN
124
3
0
12 Jun 2017
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