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A Style-Based Generator Architecture for Generative Adversarial Networks
v1v2v3 (latest)

A Style-Based Generator Architecture for Generative Adversarial Networks

12 December 2018
Tero Karras
S. Laine
Timo Aila
ArXiv (abs)PDFHTML

Papers citing "A Style-Based Generator Architecture for Generative Adversarial Networks"

50 / 5,540 papers shown
Title
Capsule GAN Using Capsule Network for Generator Architecture
Capsule GAN Using Capsule Network for Generator Architecture
Kanako Marusaki
Hiroshi Watanabe
GAN
36
5
0
18 Mar 2020
Blur, Noise, and Compression Robust Generative Adversarial Networks
Blur, Noise, and Compression Robust Generative Adversarial Networks
Takuhiro Kaneko
Tatsuya Harada
99
17
0
17 Mar 2020
Parameter-Free Style Projection for Arbitrary Style Transfer
Parameter-Free Style Projection for Arbitrary Style Transfer
Siyu Huang
Haoyi Xiong
Tianyang Wang
Bihan Wen
Qingzhong Wang
Zeyu Chen
Jun Huan
Dejing Dou
70
8
0
17 Mar 2020
Synthesizing human-like sketches from natural images using a conditional
  convolutional decoder
Synthesizing human-like sketches from natural images using a conditional convolutional decoder
Moritz Kampelmühler
A. Pinz
100
17
0
16 Mar 2020
VCNet: A Robust Approach to Blind Image Inpainting
VCNet: A Robust Approach to Blind Image Inpainting
Yi Wang
Ying-Cong Chen
Xin Tao
Jiaya Jia
118
70
0
15 Mar 2020
Inducing Optimal Attribute Representations for Conditional GANs
Inducing Optimal Attribute Representations for Conditional GANs
Binod Bhattarai
Tae-Kyun Kim
GAN
139
19
0
13 Mar 2020
Towards Photo-Realistic Virtual Try-On by Adaptively
  Generating$\leftrightarrow$Preserving Image Content
Towards Photo-Realistic Virtual Try-On by Adaptively Generating↔\leftrightarrow↔Preserving Image Content
Han Yang
Ruimao Zhang
Xiaobao Guo
Wei Liu
W. Zuo
Ping Luo
115
267
0
12 Mar 2020
DeepFake Detection: Current Challenges and Next Steps
DeepFake Detection: Current Challenges and Next Steps
Siwei Lyu
97
167
0
11 Mar 2020
Transformation-based Adversarial Video Prediction on Large-Scale Data
Transformation-based Adversarial Video Prediction on Large-Scale Data
Pauline Luc
Aidan Clark
Sander Dieleman
Diego de Las Casas
Yotam Doron
Albin Cassirer
Karen Simonyan
VGen
351
89
0
09 Mar 2020
Fine-Grained Visual Classification via Progressive Multi-Granularity
  Training of Jigsaw Patches
Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches
Ruoyi Du
Dongliang Chang
A. Bhunia
Jiyang Xie
Zhanyu Ma
Yi-Zhe Song
Jun Guo
157
297
0
08 Mar 2020
$Π-$nets: Deep Polynomial Neural Networks
Π−Π-Π−nets: Deep Polynomial Neural Networks
Grigorios G. Chrysos
Stylianos Moschoglou
Giorgos Bouritsas
Yannis Panagakis
Jiankang Deng
Stefanos Zafeiriou
96
61
0
08 Mar 2020
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of
  Generative Models
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models
Sachit Menon
Alexandru Damian
Shijia Hu
Nikhil Ravi
Cynthia Rudin
OODDiffM
283
556
0
08 Mar 2020
Perceptual Image Super-Resolution with Progressive Adversarial Network
Perceptual Image Super-Resolution with Progressive Adversarial Network
Lone Wong
Deli Zhao
Shaohua Wan
Bo Zhang
GANSupR
67
0
0
08 Mar 2020
StyleGAN2 Distillation for Feed-forward Image Manipulation
StyleGAN2 Distillation for Feed-forward Image Manipulation
Yuri Viazovetskyi
V. Ivashkin
Evgenii Kashin
242
137
0
07 Mar 2020
Semi-Supervised StyleGAN for Disentanglement Learning
Semi-Supervised StyleGAN for Disentanglement Learning
Weili Nie
Tero Karras
Animesh Garg
Shoubhik Debhath
Anjul Patney
Ankit B. Patel
Anima Anandkumar
DRL
184
73
0
06 Mar 2020
A Neuro-AI Interface for Evaluating Generative Adversarial Networks
A Neuro-AI Interface for Evaluating Generative Adversarial Networks
Zhengwei Wang
Qi She
Alan F. Smeaton
T. Ward
Graham Healy
EGVM
54
2
0
05 Mar 2020
GANwriting: Content-Conditioned Generation of Styled Handwritten Word
  Images
GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images
Lei Kang
Pau Riba
Yaxing Wang
Marçal Rusiñol
Alicia Fornés
M. Villegas
DiffMGAN
103
79
0
05 Mar 2020
Guided Generative Adversarial Neural Network for Representation Learning
  and High Fidelity Audio Generation using Fewer Labelled Audio Data
Guided Generative Adversarial Neural Network for Representation Learning and High Fidelity Audio Generation using Fewer Labelled Audio Data
Kazi Nazmul Haque
R. Rana
John H. L. Hansen
Björn Schuller
GAN
74
3
0
05 Mar 2020
Type I Attack for Generative Models
Type I Attack for Generative Models
Chengjin Sun
Sizhe Chen
Jia Cai
Xiaolin Huang
AAML
65
11
0
04 Mar 2020
Watch your Up-Convolution: CNN Based Generative Deep Neural Networks are
  Failing to Reproduce Spectral Distributions
Watch your Up-Convolution: CNN Based Generative Deep Neural Networks are Failing to Reproduce Spectral Distributions
Ricard Durall
Margret Keuper
J. Keuper
122
338
0
03 Mar 2020
Style Example-Guided Text Generation using Generative Adversarial
  Transformers
Style Example-Guided Text Generation using Generative Adversarial Transformers
Kuo-Hao Zeng
Mohammad Shoeybi
Ming-Yuan Liu
GAN
95
18
0
02 Mar 2020
Inverse Graphics GAN: Learning to Generate 3D Shapes from Unstructured
  2D Data
Inverse Graphics GAN: Learning to Generate 3D Shapes from Unstructured 2D Data
Sebastian Lunz
Yingzhen Li
Andrew Fitzgibbon
Nate Kushman
3DVGAN
101
54
0
28 Feb 2020
A U-Net Based Discriminator for Generative Adversarial Networks
A U-Net Based Discriminator for Generative Adversarial Networks
Edgar Schönfeld
Bernt Schiele
Anna Khoreva
GAN
138
297
0
28 Feb 2020
On Leveraging Pretrained GANs for Generation with Limited Data
On Leveraging Pretrained GANs for Generation with Limited Data
Miaoyun Zhao
Yulai Cong
Lawrence Carin
127
21
0
26 Feb 2020
Sketch-to-Art: Synthesizing Stylized Art Images From Sketches
Sketch-to-Art: Synthesizing Stylized Art Images From Sketches
Bingchen Liu
Kunpeng Song
Ahmed Elgammal
111
31
0
26 Feb 2020
Unsupervised Discovery, Control, and Disentanglement of Semantic
  Attributes with Applications to Anomaly Detection
Unsupervised Discovery, Control, and Disentanglement of Semantic Attributes with Applications to Anomaly Detection
William Paul
I-J. Wang
F. Alajaji
Philippe Burlina
DiffMDRL
84
6
0
25 Feb 2020
On Feature Normalization and Data Augmentation
On Feature Normalization and Data Augmentation
Boyi Li
Felix Wu
Ser-Nam Lim
Serge J. Belongie
Kilian Q. Weinberger
69
138
0
25 Feb 2020
Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs
Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs
Sangwoo Mo
Minsu Cho
Jinwoo Shin
134
215
0
25 Feb 2020
On the Modularity of Hypernetworks
On the Modularity of Hypernetworks
Tomer Galanti
Lior Wolf
72
5
0
23 Feb 2020
Temporal Sparse Adversarial Attack on Sequence-based Gait Recognition
Temporal Sparse Adversarial Attack on Sequence-based Gait Recognition
Ziwen He
Wei Wang
Jing Dong
Tieniu Tan
AAML
96
25
0
22 Feb 2020
Learning to Inpaint by Progressively Growing the Mask Regions
Learning to Inpaint by Progressively Growing the Mask Regions
Mohamed Abbas Hedjazi
Yakup Genç
CLL
47
5
0
21 Feb 2020
Bidirectional Generative Modeling Using Adversarial Gradient Estimation
Bidirectional Generative Modeling Using Adversarial Gradient Estimation
Xinwei Shen
Tong Zhang
Kani Chen
GAN
55
9
0
21 Feb 2020
KaoKore: A Pre-modern Japanese Art Facial Expression Dataset
KaoKore: A Pre-modern Japanese Art Facial Expression Dataset
Yingtao Tian
Chikahiko Suzuki
Tarin Clanuwat
Mikel Bober-Irizar
Alex Lamb
A. Kitamoto
133
31
0
20 Feb 2020
A unified framework for 21cm tomography sample generation and parameter
  inference with Progressively Growing GANs
A unified framework for 21cm tomography sample generation and parameter inference with Progressively Growing GANs
Florian List
G. Lewis
61
14
0
19 Feb 2020
LocoGAN -- Locally Convolutional GAN
LocoGAN -- Locally Convolutional GAN
Lukasz Struski
Szymon Knop
Jacek Tabor
Wiktor Daniec
Przemysław Spurek
GAN
47
10
0
18 Feb 2020
Learning Group Structure and Disentangled Representations of Dynamical
  Environments
Learning Group Structure and Disentangled Representations of Dynamical Environments
Robin Quessard
Thomas D. Barrett
W. Clements
DRL
71
21
0
17 Feb 2020
Amplifying The Uncanny
Amplifying The Uncanny
Terence Broad
F. Leymarie
M. Grierson
54
14
0
17 Feb 2020
SynFi: Automatic Synthetic Fingerprint Generation
SynFi: Automatic Synthetic Fingerprint Generation
M. Riazi
Seyed M. Chavoshian
F. Koushanfar
56
17
0
16 Feb 2020
Realistic River Image Synthesis using Deep Generative Adversarial
  Networks
Realistic River Image Synthesis using Deep Generative Adversarial Networks
A. Gautam
M. Sit
Ibrahim Demir
AI4CEGAN
107
51
0
14 Feb 2020
Top-k Training of GANs: Improving GAN Performance by Throwing Away Bad
  Samples
Top-k Training of GANs: Improving GAN Performance by Throwing Away Bad Samples
Samarth Sinha
Zhengli Zhao
Anirudh Goyal
Colin Raffel
Augustus Odena
88
7
0
14 Feb 2020
PCSGAN: Perceptual Cyclic-Synthesized Generative Adversarial Networks
  for Thermal and NIR to Visible Image Transformation
PCSGAN: Perceptual Cyclic-Synthesized Generative Adversarial Networks for Thermal and NIR to Visible Image Transformation
Kancharagunta Kishan Babu
S. Dubey
GANViT
53
40
0
13 Feb 2020
Image-to-Image Translation with Text Guidance
Image-to-Image Translation with Text Guidance
Bowen Li
Xiaojuan Qi
Philip Torr
Thomas Lukasiewicz
48
20
0
12 Feb 2020
Real or Not Real, that is the Question
Real or Not Real, that is the Question
Yuanbo Xiangli
Yubin Deng
Bo Dai
Chen Change Loy
Dahua Lin
GAN
135
47
0
12 Feb 2020
Targeted free energy estimation via learned mappings
Targeted free energy estimation via learned mappings
Peter Wirnsberger
A. J. Ballard
George Papamakarios
Stuart Abercrombie
S. Racanière
Alexander Pritzel
Danilo Jimenez Rezende
Charles Blundell
93
93
0
12 Feb 2020
Improved Consistency Regularization for GANs
Improved Consistency Regularization for GANs
Zhengli Zhao
Sameer Singh
Honglak Lee
Zizhao Zhang
Augustus Odena
Han Zhang
99
153
0
11 Feb 2020
Unconstrained Periocular Recognition: Using Generative Deep Learning
  Frameworks for Attribute Normalization
Unconstrained Periocular Recognition: Using Generative Deep Learning Frameworks for Attribute Normalization
L. A. Zanlorensi
Hugo Manuel Proença
David Menotti
CVBM
69
13
0
10 Feb 2020
Unsupervised Discovery of Interpretable Directions in the GAN Latent
  Space
Unsupervised Discovery of Interpretable Directions in the GAN Latent Space
A. Voynov
Artem Babenko
199
420
0
10 Feb 2020
Local Facial Attribute Transfer through Inpainting
Local Facial Attribute Transfer through Inpainting
Ricard Durall
Franz-Josef Pfreundt
J. Keuper
CVBMGAN
52
3
0
07 Feb 2020
Image Fine-grained Inpainting
Image Fine-grained Inpainting
Zheng Hui
Jie Li
Xiumei Wang
Xinbo Gao
84
51
0
07 Feb 2020
Multimodal Controller for Generative Models
Multimodal Controller for Generative Models
Enmao Diao
Jie Ding
Vahid Tarokh
119
3
0
07 Feb 2020
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