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BEGAN: Boundary Equilibrium Generative Adversarial Networks

BEGAN: Boundary Equilibrium Generative Adversarial Networks

31 March 2017
David Berthelot
Tom Schumm
Luke Metz
    GAN
ArXivPDFHTML

Papers citing "BEGAN: Boundary Equilibrium Generative Adversarial Networks"

50 / 202 papers shown
Title
MEGAN: Mixture of Experts of Generative Adversarial Networks for
  Multimodal Image Generation
MEGAN: Mixture of Experts of Generative Adversarial Networks for Multimodal Image Generation
D. Park
Seungjoo Yoo
Hyojin Bahng
Jaegul Choo
Noseong Park
GAN
22
24
0
07 May 2018
Boosting Noise Robustness of Acoustic Model via Deep Adversarial
  Training
Boosting Noise Robustness of Acoustic Model via Deep Adversarial Training
B. Liu
Shuai Nie
Yaping Zhang
Dengfeng Ke
Shan Liang
Wenju Liu
33
25
0
02 May 2018
Versatile Auxiliary Classifier with Generative Adversarial Network
  (VAC+GAN)
Versatile Auxiliary Classifier with Generative Adversarial Network (VAC+GAN)
S. Bazrafkan
Hossein Javidnia
Peter Corcoran
GAN
19
4
0
01 May 2018
Adversarial Training of Variational Auto-encoders for High Fidelity
  Image Generation
Adversarial Training of Variational Auto-encoders for High Fidelity Image Generation
Salman H. Khan
Munawar Hayat
Nick Barnes
GAN
DRL
19
20
0
27 Apr 2018
FaceShop: Deep Sketch-based Face Image Editing
FaceShop: Deep Sketch-based Face Image Editing
Tiziano Portenier
Qiyang Hu
Attila Szabó
Siavash Bigdeli
Paolo Favaro
Matthias Zwicker
3DH
CVBM
18
94
0
24 Apr 2018
Unsupervised Discovery of Object Landmarks as Structural Representations
Unsupervised Discovery of Object Landmarks as Structural Representations
Y. Zhang
Yijie Guo
Yixin Jin
Yijun Luo
Zhiyuan He
Honglak Lee
OCL
41
194
0
12 Apr 2018
MGGAN: Solving Mode Collapse using Manifold Guided Training
MGGAN: Solving Mode Collapse using Manifold Guided Training
Duhyeon Bang
Hyunjung Shim
GAN
30
77
0
12 Apr 2018
Training VAEs Under Structured Residuals
Training VAEs Under Structured Residuals
Garoe Dorta
Sara Vicente
Lourdes Agapito
Neill D. F. Campbell
Ivor J. A. Simpson
BDL
DRL
24
12
0
03 Apr 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
DRL
GAN
23
91
0
23 Mar 2018
Lipschitz Constrained GANs via Boundedness and Continuity
Lipschitz Constrained GANs via Boundedness and Continuity
Kanglin Liu
Guoping Qiu
GAN
29
8
0
16 Mar 2018
ST-GAN: Spatial Transformer Generative Adversarial Networks for Image
  Compositing
ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing
Chen-Hsuan Lin
Ersin Yumer
Oliver Wang
Eli Shechtman
Simon Lucey
GAN
41
222
0
05 Mar 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning
  Approaches
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
874
0
03 Mar 2018
Quantitatively Evaluating GANs With Divergences Proposed for Training
Quantitatively Evaluating GANs With Divergences Proposed for Training
Daniel Jiwoong Im
He Ma
Graham W. Taylor
K. Branson
EGVM
19
69
0
02 Mar 2018
NetGAN: Generating Graphs via Random Walks
NetGAN: Generating Graphs via Random Walks
Aleksandar Bojchevski
Oleksandr Shchur
Daniel Zügner
Stephan Günnemann
GAN
GNN
29
360
0
02 Mar 2018
Robust GANs against Dishonest Adversaries
Robust GANs against Dishonest Adversaries
Zhi Xu
Chengtao Li
Stefanie Jegelka
AAML
34
3
0
27 Feb 2018
Translating and Segmenting Multimodal Medical Volumes with Cycle- and
  Shape-Consistency Generative Adversarial Network
Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network
Zizhao Zhang
L. Yang
Yefeng Zheng
MedIm
50
378
0
27 Feb 2018
Photographic Text-to-Image Synthesis with a Hierarchically-nested
  Adversarial Network
Photographic Text-to-Image Synthesis with a Hierarchically-nested Adversarial Network
Zizhao Zhang
Yuanpu Xie
L. Yang
EGVM
32
304
0
26 Feb 2018
Solving Linear Inverse Problems Using GAN Priors: An Algorithm with
  Provable Guarantees
Solving Linear Inverse Problems Using GAN Priors: An Algorithm with Provable Guarantees
Viraj Shah
C. Hegde
GAN
21
163
0
23 Feb 2018
Differentially Private Generative Adversarial Network
Differentially Private Generative Adversarial Network
Liyang Xie
Kaixiang Lin
Shu Wang
Fei Wang
Jiayu Zhou
SyDa
19
491
0
19 Feb 2018
CapsuleGAN: Generative Adversarial Capsule Network
CapsuleGAN: Generative Adversarial Capsule Network
Ayush Jaiswal
Wael AbdAlmageed
Yue Wu
Premkumar Natarajan
GAN
MedIm
27
159
0
17 Feb 2018
Adversarial Audio Synthesis
Adversarial Audio Synthesis
Chris Donahue
Julian McAuley
M. Puckette
GAN
45
604
0
12 Feb 2018
Improved Training of Generative Adversarial Networks Using
  Representative Features
Improved Training of Generative Adversarial Networks Using Representative Features
Duhyeon Bang
Hyunjung Shim
GAN
38
33
0
28 Jan 2018
Deep Interactive Evolution
Deep Interactive Evolution
Philip Bontrager
Wen-Chieh Lin
Julian Togelius
S. Risi
GAN
24
69
0
24 Jan 2018
Which Training Methods for GANs do actually Converge?
Which Training Methods for GANs do actually Converge?
L. Mescheder
Andreas Geiger
Sebastian Nowozin
30
1,452
0
13 Jan 2018
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis
W. Chen
James Hays
GAN
28
305
0
09 Jan 2018
Demystifying MMD GANs
Demystifying MMD GANs
Mikolaj Binkowski
Danica J. Sutherland
Michael Arbel
Arthur Gretton
EGVM
43
1,454
0
04 Jan 2018
Face Synthesis from Visual Attributes via Sketch using Conditional VAEs
  and GANs
Face Synthesis from Visual Attributes via Sketch using Conditional VAEs and GANs
Xing Di
Vishal M. Patel
CVBM
GAN
39
36
0
30 Dec 2017
The Robust Manifold Defense: Adversarial Training using Generative
  Models
The Robust Manifold Defense: Adversarial Training using Generative Models
A. Jalal
Andrew Ilyas
C. Daskalakis
A. Dimakis
AAML
31
174
0
26 Dec 2017
Logo Synthesis and Manipulation with Clustered Generative Adversarial
  Networks
Logo Synthesis and Manipulation with Clustered Generative Adversarial Networks
Alexander Sage
E. Agustsson
Radu Timofte
Luc Van Gool
GAN
36
62
0
12 Dec 2017
Wasserstein Divergence for GANs
Wasserstein Divergence for GANs
Jiqing Wu
Zhiwu Huang
Janine Thoma
Dinesh Acharya
Luc Van Gool
39
138
0
04 Dec 2017
Differential Generative Adversarial Networks: Synthesizing Non-linear
  Facial Variations with Limited Number of Training Data
Differential Generative Adversarial Networks: Synthesizing Non-linear Facial Variations with Limited Number of Training Data
Geonmo Gu
S. T. Kim
Ki Hyun Kim
Wissam J. Baddar
Yong Man Ro
GAN
CVBM
22
10
0
28 Nov 2017
Invariance of Weight Distributions in Rectified MLPs
Invariance of Weight Distributions in Rectified MLPs
Russell Tsuchida
Farbod Roosta-Khorasani
M. Gallagher
MLT
32
35
0
24 Nov 2017
The Riemannian Geometry of Deep Generative Models
The Riemannian Geometry of Deep Generative Models
Hang Shao
Abhishek Kumar
P. T. Fletcher
DRL
16
179
0
21 Nov 2017
Learning deep features for source color laser printer identification
  based on cascaded learning
Learning deep features for source color laser printer identification based on cascaded learning
Do-Guk Kim
Jong-Uk Hou
Heung-Kyu Lee
GAN
30
19
0
01 Nov 2017
Understanding GANs: the LQG Setting
Understanding GANs: the LQG Setting
S. Feizi
Changho Suh
F. Xia
David Tse
42
63
0
30 Oct 2017
Progressive Growing of GANs for Improved Quality, Stability, and
  Variation
Progressive Growing of GANs for Improved Quality, Stability, and Variation
Tero Karras
Timo Aila
S. Laine
J. Lehtinen
GAN
76
7,284
0
27 Oct 2017
GP-GAN: Gender Preserving GAN for Synthesizing Faces from Landmarks
GP-GAN: Gender Preserving GAN for Synthesizing Faces from Landmarks
Xing Di
Vishwanath A. Sindagi
Vishal M. Patel
CVBM
GAN
38
46
0
03 Oct 2017
PassGAN: A Deep Learning Approach for Password Guessing
PassGAN: A Deep Learning Approach for Password Guessing
Briland Hitaj
Paolo Gasti
G. Ateniese
Fernando Perez-Cruz
GAN
30
246
0
01 Sep 2017
Multi-Generator Generative Adversarial Nets
Multi-Generator Generative Adversarial Nets
Q. Hoang
T. Nguyen
Trung Le
Dinh Q. Phung
GAN
25
65
0
08 Aug 2017
Wasserstein CNN: Learning Invariant Features for NIR-VIS Face
  Recognition
Wasserstein CNN: Learning Invariant Features for NIR-VIS Face Recognition
Ran He
Xiang Wu
Zhenan Sun
Tieniu Tan
CVBM
30
277
0
08 Aug 2017
Inception Score, Label Smoothing, Gradient Vanishing and -log(D(x)) Alternative
Zhiming Zhou
Weinan Zhang
Jun Wang
32
19
0
05 Aug 2017
Robust Imitation of Diverse Behaviors
Robust Imitation of Diverse Behaviors
Ziyun Wang
J. Merel
Scott E. Reed
Greg Wayne
Nando de Freitas
N. Heess
31
195
0
10 Jul 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
DRL
GAN
25
263
0
15 Jun 2017
Representation Learning by Rotating Your Faces
Representation Learning by Rotating Your Faces
Luan Tran
Xi Yin
Xiaoming Liu
CVBM
GAN
23
140
0
31 May 2017
Semantically Decomposing the Latent Spaces of Generative Adversarial
  Networks
Semantically Decomposing the Latent Spaces of Generative Adversarial Networks
Chris Donahue
Zachary Chase Lipton
Akshay Balsubramani
Julian McAuley
GAN
38
120
0
22 May 2017
Gradient Estimators for Implicit Models
Gradient Estimators for Implicit Models
Yingzhen Li
Richard Turner
35
104
0
19 May 2017
Generative Adversarial Trainer: Defense to Adversarial Perturbations
  with GAN
Generative Adversarial Trainer: Defense to Adversarial Perturbations with GAN
Hyeungill Lee
Sungyeob Han
Jungwoo Lee
AAML
GAN
8
149
0
09 May 2017
On the Effects of Batch and Weight Normalization in Generative
  Adversarial Networks
On the Effects of Batch and Weight Normalization in Generative Adversarial Networks
Sitao Xiang
Hao Li
GAN
35
83
0
13 Apr 2017
Multi-Agent Diverse Generative Adversarial Networks
Multi-Agent Diverse Generative Adversarial Networks
Arna Ghosh
Viveka Kulharia
Vinay P. Namboodiri
Philip Torr
P. Dokania
GAN
25
304
0
10 Apr 2017
On the Reconstruction of Face Images from Deep Face Templates
On the Reconstruction of Face Images from Deep Face Templates
Guangcan Mai
Kai Cao
Pong C. Yuen
Anil K. Jain
3DH
CVBM
32
182
0
02 Mar 2017
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