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A Style-Based Generator Architecture for Generative Adversarial Networks

A Style-Based Generator Architecture for Generative Adversarial Networks

12 December 2018
Tero Karras
S. Laine
Timo Aila
ArXivPDFHTML

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

50 / 5,413 papers shown
Title
Closed-Form Factorization of Latent Semantics in GANs
Closed-Form Factorization of Latent Semantics in GANs
Yujun Shen
Bolei Zhou
GAN
23
589
0
13 Jul 2020
Towards causal benchmarking of bias in face analysis algorithms
Towards causal benchmarking of bias in face analysis algorithms
Guha Balakrishnan
Yuanjun Xiong
Wei Xia
Pietro Perona
CVBM
29
90
0
13 Jul 2020
Lessons Learned from the Training of GANs on Artificial Datasets
Lessons Learned from the Training of GANs on Artificial Datasets
Shichang Tang
22
18
0
13 Jul 2020
PA-GAN: Progressive Attention Generative Adversarial Network for Facial
  Attribute Editing
PA-GAN: Progressive Attention Generative Adversarial Network for Facial Attribute Editing
Zhenliang He
Meina Kan
Jichao Zhang
Shiguang Shan
CVBM
GAN
21
27
0
12 Jul 2020
EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision
EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision
Siddharth Biswal
Peiye Zhuang
A. Pyrros
Nasir Siddiqui
Oluwasanmi Koyejo
Jimeng Sun
MedIm
27
5
0
10 Jul 2020
A Benchmark for Inpainting of Clothing Images with Irregular Holes
A Benchmark for Inpainting of Clothing Images with Irregular Holes
Furkan Kinli
B. Özcan
Mustafa Furkan Kıraç
3DH
AI4CE
33
3
0
09 Jul 2020
Improving Style-Content Disentanglement in Image-to-Image Translation
Improving Style-Content Disentanglement in Image-to-Image Translation
Aviv Gabbay
Yedid Hoshen
32
6
0
09 Jul 2020
Generalized Few-Shot Video Classification with Video Retrieval and
  Feature Generation
Generalized Few-Shot Video Classification with Video Retrieval and Feature Generation
Yongqin Xian
Bruno Korbar
Matthijs Douze
Lorenzo Torresani
Bernt Schiele
Zeynep Akata
VGen
18
18
0
09 Jul 2020
The UU-Net: Reversible Face De-Identification for Visual Surveillance
  Video Footage
The UU-Net: Reversible Face De-Identification for Visual Surveillance Video Footage
Hugo Manuel Proença
PICV
CVBM
35
43
0
08 Jul 2020
NVAE: A Deep Hierarchical Variational Autoencoder
NVAE: A Deep Hierarchical Variational Autoencoder
Arash Vahdat
Jan Kautz
BDL
40
895
0
08 Jul 2020
SofGAN: A Portrait Image Generator with Dynamic Styling
SofGAN: A Portrait Image Generator with Dynamic Styling
Anpei Chen
Ruiyang Liu
Ling Xie
Zhang Chen
Hao Su
Jingyi Yu
GAN
28
76
0
07 Jul 2020
Benefiting Deep Latent Variable Models via Learning the Prior and
  Removing Latent Regularization
Benefiting Deep Latent Variable Models via Learning the Prior and Removing Latent Regularization
Rogan Morrow
Wei-Chen Chiu
DRL
26
0
0
07 Jul 2020
Can GAN Generated Morphs Threaten Face Recognition Systems Equally as
  Landmark Based Morphs? -- Vulnerability and Detection
Can GAN Generated Morphs Threaten Face Recognition Systems Equally as Landmark Based Morphs? -- Vulnerability and Detection
S. Venkatesh
Haoyu Zhang
Raghavendra Ramachandra
Kiran Raja
Naser Damer
Christoph Busch
CVBM
12
84
0
07 Jul 2020
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis
Katja Schwarz
Yiyi Liao
Michael Niemeyer
Andreas Geiger
VGen
90
864
0
05 Jul 2020
Neuro-Symbolic Generative Art: A Preliminary Study
Neuro-Symbolic Generative Art: A Preliminary Study
Gunjan Aggarwal
Devi Parikh
GAN
8
5
0
04 Jul 2020
Collaborative Learning for Faster StyleGAN Embedding
Collaborative Learning for Faster StyleGAN Embedding
Shanyan Guan
Ying Tai
Bingbing Ni
Feida Zhu
Feiyue Huang
Xiaokang Yang
16
104
0
03 Jul 2020
Interactive Knowledge Distillation
Interactive Knowledge Distillation
Shipeng Fu
Zhen Li
Jun Xu
Ming-Ming Cheng
Gwanggil Jeon
Xiaomin Yang
24
6
0
03 Jul 2020
Task-agnostic Temporally Consistent Facial Video Editing
Task-agnostic Temporally Consistent Facial Video Editing
Mengyao Cao
Haozhi Huang
Hao Wang
Xuan Wang
Li Shen
Sheng Wang
Linchao Bao
Zhifeng Li
Jiebo Luo
DiffM
VGen
46
7
0
03 Jul 2020
Decoder-free Robustness Disentanglement without (Additional) Supervision
Decoder-free Robustness Disentanglement without (Additional) Supervision
Yifei Wang
Dan Peng
Furui Liu
Zhenguo Li
Zhitang Chen
Jiansheng Yang
AAML
14
1
0
02 Jul 2020
Sliced Iterative Normalizing Flows
Sliced Iterative Normalizing Flows
B. Dai
U. Seljak
16
36
0
01 Jul 2020
Swapping Autoencoder for Deep Image Manipulation
Swapping Autoencoder for Deep Image Manipulation
Taesung Park
Jun-Yan Zhu
Oliver Wang
Jingwan Lu
Eli Shechtman
Alexei A. Efros
Richard Y. Zhang
48
333
0
01 Jul 2020
Continual Learning: Tackling Catastrophic Forgetting in Deep Neural
  Networks with Replay Processes
Continual Learning: Tackling Catastrophic Forgetting in Deep Neural Networks with Replay Processes
Timothée Lesort
CLL
29
22
0
01 Jul 2020
PriorGAN: Real Data Prior for Generative Adversarial Nets
PriorGAN: Real Data Prior for Generative Adversarial Nets
Shuyang Gu
Jianmin Bao
Dong Chen
Fang Wen
GAN
14
4
0
30 Jun 2020
Constructive Universal High-Dimensional Distribution Generation through
  Deep ReLU Networks
Constructive Universal High-Dimensional Distribution Generation through Deep ReLU Networks
Dmytro Perekrestenko
Stephan Müller
Helmut Bölcskei
10
14
0
30 Jun 2020
A Generative Neural Network Framework for Automated Software Testing
A Generative Neural Network Framework for Automated Software Testing
Leonid Joffe
David J. Clark
33
2
0
29 Jun 2020
GramGAN: Deep 3D Texture Synthesis From 2D Exemplars
GramGAN: Deep 3D Texture Synthesis From 2D Exemplars
Tiziano Portenier
Siavash Bigdeli
O. Goksel
3DV
8
27
0
29 Jun 2020
Compositional Video Synthesis with Action Graphs
Compositional Video Synthesis with Action Graphs
Amir Bar
Roei Herzig
Xiaolong Wang
Anna Rohrbach
Gal Chechik
Trevor Darrell
Amir Globerson
33
43
0
27 Jun 2020
High Resolution Zero-Shot Domain Adaptation of Synthetically Rendered
  Face Images
High Resolution Zero-Shot Domain Adaptation of Synthetically Rendered Face Images
Stephan J. Garbin
Marek Kowalski
Matthew W. Johnson
Jamie Shotton
3DH
33
9
0
26 Jun 2020
LayoutTransformer: Layout Generation and Completion with Self-attention
LayoutTransformer: Layout Generation and Completion with Self-attention
Kamal Gupta
Justin Lazarow
Alessandro Achille
Larry S. Davis
Vijay Mahadevan
Abhinav Shrivastava
ViT
39
136
0
25 Jun 2020
Ensembles of Generative Adversarial Networks for Disconnected Data
Ensembles of Generative Adversarial Networks for Disconnected Data
Lorenzo Luzi
Randall Balestriero
Richard G. Baraniuk
34
4
0
25 Jun 2020
Empirical Analysis of Overfitting and Mode Drop in GAN Training
Empirical Analysis of Overfitting and Mode Drop in GAN Training
Yasin Yazici
Chuan-Sheng Foo
Stefan Winkler
Kim-Hui Yap
V. Chandrasekhar
32
30
0
25 Jun 2020
Searching towards Class-Aware Generators for Conditional Generative
  Adversarial Networks
Searching towards Class-Aware Generators for Conditional Generative Adversarial Networks
P. Zhou
Lingxi Xie
Xiaopeng Zhang
Bingbing Ni
Qi Tian
16
13
0
25 Jun 2020
FastSpec: Scalable Generation and Detection of Spectre Gadgets Using
  Neural Embeddings
FastSpec: Scalable Generation and Detection of Spectre Gadgets Using Neural Embeddings
M. Caner Tol
Berk Gülmezoglu
Koray Yurtseven
B. Sunar
20
15
0
25 Jun 2020
Diffusion-Weighted Magnetic Resonance Brain Images Generation with
  Generative Adversarial Networks and Variational Autoencoders: A Comparison
  Study
Diffusion-Weighted Magnetic Resonance Brain Images Generation with Generative Adversarial Networks and Variational Autoencoders: A Comparison Study
Alejandro Ungría Hirte
Moritz Platscher
T. Joyce
J. Heit
E. Tranvinh
C. Federau
MedIm
DiffM
19
6
0
24 Jun 2020
Deep Convolutional GANs for Car Image Generation
Deep Convolutional GANs for Car Image Generation
Dong-Hui Kim
GAN
35
2
0
24 Jun 2020
PoseGAN: A Pose-to-Image Translation Framework for Camera Localization
PoseGAN: A Pose-to-Image Translation Framework for Camera Localization
Kanglin Liu
Qing Li
Guoping Qiu
GAN
28
19
0
23 Jun 2020
Perceptual Adversarial Robustness: Defense Against Unseen Threat Models
Perceptual Adversarial Robustness: Defense Against Unseen Threat Models
Cassidy Laidlaw
Sahil Singla
S. Feizi
AAML
OOD
38
182
0
22 Jun 2020
Microstructure Generation via Generative Adversarial Network for
  Heterogeneous, Topologically Complex 3D Materials
Microstructure Generation via Generative Adversarial Network for Heterogeneous, Topologically Complex 3D Materials
Tim Hsu
W. Epting
Hokon Kim
H. Abernathy
Gregory A. Hackett
A. Rollett
P. Salvador
Elizabeth A. Holm
6
82
0
22 Jun 2020
RP2K: A Large-Scale Retail Product Dataset for Fine-Grained Image
  Classification
RP2K: A Large-Scale Retail Product Dataset for Fine-Grained Image Classification
Jingtian Peng
Chang Xiao
Yifan Li
14
44
0
22 Jun 2020
Hierarchical Patch VAE-GAN: Generating Diverse Videos from a Single
  Sample
Hierarchical Patch VAE-GAN: Generating Diverse Videos from a Single Sample
Shir Gur
Sagie Benaim
Lior Wolf
VGen
GAN
DRL
25
69
0
22 Jun 2020
Neural Cellular Automata Manifold
Neural Cellular Automata Manifold
Alejandro Hernandez Ruiz
Armand Vilalta
Francesc Moreno-Noguer
13
9
0
22 Jun 2020
Global Image Sentiment Transfer
Global Image Sentiment Transfer
Jie An
Tianlang Chen
Songyang Zhang
Jiebo Luo
DiffM
27
3
0
22 Jun 2020
Generalized Zero and Few-Shot Transfer for Facial Forgery Detection
Generalized Zero and Few-Shot Transfer for Facial Forgery Detection
Shivangi Aneja
Matthias Nießner
21
42
0
21 Jun 2020
On the Theoretical Equivalence of Several Trade-Off Curves Assessing
  Statistical Proximity
On the Theoretical Equivalence of Several Trade-Off Curves Assessing Statistical Proximity
Rodrigue Siry
Ryan Webster
Loïc Simon
Julien Rabin
40
4
0
21 Jun 2020
Deep Polynomial Neural Networks
Deep Polynomial Neural Networks
Grigorios G. Chrysos
Stylianos Moschoglou
Giorgos Bouritsas
Jiankang Deng
Yannis Panagakis
Stefanos Zafeiriou
29
92
0
20 Jun 2020
Denoising Diffusion Probabilistic Models
Denoising Diffusion Probabilistic Models
Jonathan Ho
Ajay Jain
Pieter Abbeel
DiffM
118
17,154
0
19 Jun 2020
A Generative Model for Texture Synthesis based on Optimal Transport
  between Feature Distributions
A Generative Model for Texture Synthesis based on Optimal Transport between Feature Distributions
Antoine Houdard
Arthur Leclaire
Nicolas Papadakis
Julien Rabin
OT
DiffM
22
23
0
19 Jun 2020
Differentiable Augmentation for Data-Efficient GAN Training
Differentiable Augmentation for Data-Efficient GAN Training
Shengyu Zhao
Zhijian Liu
Ji Lin
Jun-Yan Zhu
Song Han
59
600
0
18 Jun 2020
Diverse Image Generation via Self-Conditioned GANs
Diverse Image Generation via Self-Conditioned GANs
Steven Liu
Tongzhou Wang
David Bau
Jun-Yan Zhu
Antonio Torralba
SyDa
27
107
0
18 Jun 2020
Multi-Density Sketch-to-Image Translation Network
Multi-Density Sketch-to-Image Translation Network
Jialu Huang
Liao Jing
Zhifeng Tan
Sam Kwong
DiffM
17
14
0
18 Jun 2020
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