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Spectral Normalization for Generative Adversarial Networks

Spectral Normalization for Generative Adversarial Networks

16 February 2018
Takeru Miyato
Toshiki Kataoka
Masanori Koyama
Yuichi Yoshida
    ODL
ArXiv (abs)PDFHTML

Papers citing "Spectral Normalization for Generative Adversarial Networks"

50 / 1,468 papers shown
Title
Few-shot Neural Architecture Search
Few-shot Neural Architecture Search
Yiyang Zhao
Linnan Wang
Yuandong Tian
Rodrigo Fonseca
Tian Guo
104
93
0
11 Jun 2020
Training Generative Adversarial Networks with Limited Data
Training Generative Adversarial Networks with Limited Data
Tero Karras
M. Aittala
Janne Hellsten
S. Laine
J. Lehtinen
Timo Aila
GAN
243
1,897
0
11 Jun 2020
Achieving robustness in classification using optimal transport with
  hinge regularization
Achieving robustness in classification using optimal transport with hinge regularization
M. Serrurier
Franck Mamalet
Alberto González Sanz
Thibaut Boissin
Jean-Michel Loubes
E. del Barrio
AAML
58
40
0
11 Jun 2020
On Data Augmentation for GAN Training
On Data Augmentation for GAN Training
Ngoc-Trung Tran
Viet-Hung Tran
Ngoc-Bao Nguyen
Trung-Kien Nguyen
Ngai-Man Cheung
MedIm
61
38
0
09 Jun 2020
An Overview of Deep Semi-Supervised Learning
An Overview of Deep Semi-Supervised Learning
Yassine Ouali
C´eline Hudelot
Myriam Tami
SSLHAI
134
303
0
09 Jun 2020
Approximating Lipschitz continuous functions with GroupSort neural
  networks
Approximating Lipschitz continuous functions with GroupSort neural networks
Ugo Tanielian
Maxime Sangnier
Gérard Biau
82
39
0
09 Jun 2020
A Survey on Generative Adversarial Networks: Variants, Applications, and
  Training
A Survey on Generative Adversarial Networks: Variants, Applications, and Training
Abdul Jabbar
Xi Li
Bourahla Omar
103
276
0
09 Jun 2020
The Lipschitz Constant of Self-Attention
The Lipschitz Constant of Self-Attention
Hyunjik Kim
George Papamakarios
A. Mnih
102
146
0
08 Jun 2020
Adversarial Feature Desensitization
Adversarial Feature Desensitization
P. Bashivan
Reza Bayat
Adam Ibrahim
Kartik Ahuja
Mojtaba Faramarzi
Touraj Laleh
Blake A. Richards
Irina Rish
AAML
61
21
0
08 Jun 2020
Learning disconnected manifolds: a no GANs land
Learning disconnected manifolds: a no GANs land
Ugo Tanielian
Thibaut Issenhuth
Elvis Dohmatob
Jérémie Mary
63
36
0
08 Jun 2020
End-to-End Adversarial Text-to-Speech
End-to-End Adversarial Text-to-Speech
Jeff Donahue
Sander Dieleman
Mikolaj Binkowski
Erich Elsen
Karen Simonyan
98
187
0
05 Jun 2020
Scalable Plug-and-Play ADMM with Convergence Guarantees
Scalable Plug-and-Play ADMM with Convergence Guarantees
Yu Sun
Zihui Wu
Xiaojian Xu
B. Wohlberg
Ulugbek S. Kamilov
BDL
100
76
0
05 Jun 2020
Image Augmentations for GAN Training
Image Augmentations for GAN Training
Zhengli Zhao
Zizhao Zhang
Ting-Li Chen
Sameer Singh
Han Zhang
91
137
0
04 Jun 2020
The Convolution Exponential and Generalized Sylvester Flows
The Convolution Exponential and Generalized Sylvester Flows
Emiel Hoogeboom
Victor Garcia Satorras
Jakub M. Tomczak
Max Welling
83
29
0
02 Jun 2020
Recapture as You Want
Recapture as You Want
Chen Gao
Si Liu
Ran He
Shuicheng Yan
Bo Li
44
9
0
02 Jun 2020
Acme: A Research Framework for Distributed Reinforcement Learning
Acme: A Research Framework for Distributed Reinforcement Learning
Matthew W. Hoffman
Bobak Shahriari
John Aslanides
Gabriel Barth-Maron
Nikola Momchev
...
Srivatsan Srinivasan
A. Cowie
Ziyun Wang
Bilal Piot
Nando de Freitas
143
226
0
01 Jun 2020
Second-Order Provable Defenses against Adversarial Attacks
Second-Order Provable Defenses against Adversarial Attacks
Sahil Singla
Soheil Feizi
AAML
74
60
0
01 Jun 2020
Synthesizing lesions using contextual GANs improves breast cancer
  classification on mammograms
Synthesizing lesions using contextual GANs improves breast cancer classification on mammograms
Eric Wu
K. Wu
William Lotter
GANMedIm
56
16
0
29 May 2020
MOPO: Model-based Offline Policy Optimization
MOPO: Model-based Offline Policy Optimization
Tianhe Yu
G. Thomas
Lantao Yu
Stefano Ermon
James Zou
Sergey Levine
Chelsea Finn
Tengyu Ma
OffRL
117
776
0
27 May 2020
TIME: Text and Image Mutual-Translation Adversarial Networks
TIME: Text and Image Mutual-Translation Adversarial Networks
Bingchen Liu
Kunpeng Song
Yizhe Zhu
Gerard de Melo
Ahmed Elgammal
63
32
0
27 May 2020
Generative Adversarial Networks (GANs): An Overview of Theoretical
  Model, Evaluation Metrics, and Recent Developments
Generative Adversarial Networks (GANs): An Overview of Theoretical Model, Evaluation Metrics, and Recent Developments
Pegah Salehi
A. Chalechale
M. Taghizadeh
EGVM
45
40
0
27 May 2020
CalliGAN: Style and Structure-aware Chinese Calligraphy Character
  Generator
CalliGAN: Style and Structure-aware Chinese Calligraphy Character Generator
S. Wu
Chih-Yuan Yang
Jane Yung-jen Hsu
75
57
0
26 May 2020
High-Resolution Image Inpainting with Iterative Confidence Feedback and
  Guided Upsampling
High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided Upsampling
Yu Zeng
Zhe Lin
Jimei Yang
Jianming Zhang
Eli Shechtman
Huchuan Lu
113
163
0
24 May 2020
Stable and expressive recurrent vision models
Stable and expressive recurrent vision models
Drew Linsley
A. Ashok
L. Govindarajan
Rex G Liu
Thomas Serre
99
45
0
22 May 2020
Few-shot Compositional Font Generation with Dual Memory
Few-shot Compositional Font Generation with Dual Memory
Junbum Cha
Sanghyuk Chun
Gayoung Lee
Bado Lee
Seonghyeon Kim
Hwalsuk Lee
70
80
0
21 May 2020
Stochastic Super-Resolution for Downscaling Time-Evolving Atmospheric
  Fields with a Generative Adversarial Network
Stochastic Super-Resolution for Downscaling Time-Evolving Atmospheric Fields with a Generative Adversarial Network
J. Leinonen
D. Nerini
A. Berne
108
141
0
20 May 2020
Regularization Methods for Generative Adversarial Networks: An Overview
  of Recent Studies
Regularization Methods for Generative Adversarial Networks: An Overview of Recent Studies
Minhyeok Lee
Junhee Seok
GAN
88
26
0
19 May 2020
InterFaceGAN: Interpreting the Disentangled Face Representation Learned
  by GANs
InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs
Yujun Shen
Ceyuan Yang
Xiaoou Tang
Bolei Zhou
GANCVBM
142
600
0
18 May 2020
Semantic Photo Manipulation with a Generative Image Prior
Semantic Photo Manipulation with a Generative Image Prior
David Bau
Hendrik Strobelt
William S. Peebles
Jonas Wulff
Bolei Zhou
Jun-Yan Zhu
Antonio Torralba
GAN
96
353
0
15 May 2020
Noise Homogenization via Multi-Channel Wavelet Filtering for
  High-Fidelity Sample Generation in GANs
Noise Homogenization via Multi-Channel Wavelet Filtering for High-Fidelity Sample Generation in GANs
Shaoning Zeng
Bob Zhang
DiffM
18
2
0
14 May 2020
FaR-GAN for One-Shot Face Reenactment
FaR-GAN for One-Shot Face Reenactment
Hanxiang Hao
Sriram Baireddy
A. Reibman
Edward J. Delp
3DHCVBM
62
10
0
13 May 2020
An FPGA-Based On-Device Reinforcement Learning Approach using Online
  Sequential Learning
An FPGA-Based On-Device Reinforcement Learning Approach using Online Sequential Learning
Hirohisa Watanabe
Mineto Tsukada
Hiroki Matsutani
71
20
0
10 May 2020
High Resolution Face Age Editing
High Resolution Face Age Editing
Xu Yao
Gilles Puy
A. Newson
Y. Gousseau
Pierre Hellier
CVBM
157
39
0
09 May 2020
Recent Developments Combining Ensemble Smoother and Deep Generative
  Networks for Facies History Matching
Recent Developments Combining Ensemble Smoother and Deep Generative Networks for Facies History Matching
S. A. Canchumuni
J. D. B. Castro
Júlia Potratz
A. Emerick
M. Pacheco
60
48
0
08 May 2020
SurfelGAN: Synthesizing Realistic Sensor Data for Autonomous Driving
SurfelGAN: Synthesizing Realistic Sensor Data for Autonomous Driving
Zhenpei Yang
Yuning Chai
Dragomir Anguelov
Yin Zhou
Pei Sun
D. Erhan
Sean M. Rafferty
Henrik Kretzschmar
65
101
0
08 May 2020
Learning Robust Models for e-Commerce Product Search
Learning Robust Models for e-Commerce Product Search
Thanh V. Nguyen
Nikhil S. Rao
Karthik Subbian
CMLNoLaOOD
50
20
0
07 May 2020
Mimicry: Towards the Reproducibility of GAN Research
Mimicry: Towards the Reproducibility of GAN Research
Kwot Sin Lee
C. Town
OffRL
54
28
0
05 May 2020
Effect of The Latent Structure on Clustering with GANs
Effect of The Latent Structure on Clustering with GANs
Deepak Mishra
Aravind Jayendran
Prathosh A. P.
GAN
19
9
0
05 May 2020
3D Tomographic Pattern Synthesis for Enhancing the Quantification of
  COVID-19
3D Tomographic Pattern Synthesis for Enhancing the Quantification of COVID-19
Siqi Liu
Bogdan Georgescu
Zhoubing Xu
Y. Yoo
G. Chabin
...
Brian Teixeira
A. Balachandran
R. Vishwanath
Thomas J. Re
Dorin Comaniciu
85
18
0
05 May 2020
Group Equivariant Generative Adversarial Networks
Group Equivariant Generative Adversarial Networks
Neel Dey
Antong Chen
S. Ghafurian
GAN
94
33
0
04 May 2020
Generative Adversarial Networks (GANs Survey): Challenges, Solutions,
  and Future Directions
Generative Adversarial Networks (GANs Survey): Challenges, Solutions, and Future Directions
Divya Saxena
Jiannong Cao
AAMLAI4CE
158
307
0
30 Apr 2020
A Perspective on Deep Learning for Molecular Modeling and Simulations
A Perspective on Deep Learning for Molecular Modeling and Simulations
Jun Zhang
Yao-Kun Lei
Zhen Zhang
Junhan Chang
Maodong Li
Xu Han
Lijiang Yang
Yue Yang
Y. Gao
AI4CE
116
8
0
25 Apr 2020
Neural Head Reenactment with Latent Pose Descriptors
Neural Head Reenactment with Latent Pose Descriptors
Egor Burkov
I. Pasechnik
Artur Grigorev
Victor Lempitsky
3DH
128
131
0
24 Apr 2020
Efficient Neural Architecture for Text-to-Image Synthesis
Efficient Neural Architecture for Text-to-Image Synthesis
Douglas M. Souza
Jonatas Wehrmann
D. Ruiz
47
24
0
23 Apr 2020
Stabilizing Training of Generative Adversarial Nets via Langevin Stein
  Variational Gradient Descent
Stabilizing Training of Generative Adversarial Nets via Langevin Stein Variational Gradient Descent
Dong Wang
Xiaoqian Qin
F. Song
Li Cheng
GAN
109
22
0
22 Apr 2020
Panoptic-based Image Synthesis
Panoptic-based Image Synthesis
Aysegül Dündar
Karan Sapra
Guilin Liu
Andrew Tao
Bryan Catanzaro
129
41
0
21 Apr 2020
Decomposed Adversarial Learned Inference
Decomposed Adversarial Learned Inference
Alexander Hanbo Li
Yaqing Wang
Changyou Chen
Jing Gao
DRL
45
4
0
21 Apr 2020
Towards Understanding Normalization in Neural ODEs
Towards Understanding Normalization in Neural ODEs
Julia Gusak
L. Markeeva
Talgat Daulbaev
A. Katrutsa
A. Cichocki
Ivan Oseledets
134
19
0
20 Apr 2020
Multi-Scale Thermal to Visible Face Verification via Attribute Guided
  Synthesis
Multi-Scale Thermal to Visible Face Verification via Attribute Guided Synthesis
Xing Di
B. Riggan
Shuowen Hu
Nathan J. Short
Vishal M. Patel
CVBM
73
33
0
20 Apr 2020
Example-Guided Image Synthesis across Arbitrary Scenes using Masked
  Spatial-Channel Attention and Self-Supervision
Example-Guided Image Synthesis across Arbitrary Scenes using Masked Spatial-Channel Attention and Self-Supervision
Haitian Zheng
Haofu Liao
Lele Chen
Wei Xiong
Tianlang Chen
Jiebo Luo
65
3
0
18 Apr 2020
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