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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
Resolution Dependent GAN Interpolation for Controllable Image Synthesis
  Between Domains
Resolution Dependent GAN Interpolation for Controllable Image Synthesis Between Domains
Justin N. M. Pinkney
D. Adler
GAN
33
137
0
11 Oct 2020
SMYRF: Efficient Attention using Asymmetric Clustering
SMYRF: Efficient Attention using Asymmetric Clustering
Giannis Daras
Nikita Kitaev
Augustus Odena
A. Dimakis
31
44
0
11 Oct 2020
H2O-Net: Self-Supervised Flood Segmentation via Adversarial Domain
  Adaptation and Label Refinement
H2O-Net: Self-Supervised Flood Segmentation via Adversarial Domain Adaptation and Label Refinement
Peri Akiva
Matthew Purri
Kristin J. Dana
B. Tellman
Tyler Anderson
25
25
0
11 Oct 2020
MammoGANesis: Controlled Generation of High-Resolution Mammograms for
  Radiology Education
MammoGANesis: Controlled Generation of High-Resolution Mammograms for Radiology Education
C. Zakka
Ghida Saheb
Elie Najem
G. Berjawi
GAN
MedIm
31
8
0
11 Oct 2020
Controllable Continuous Gaze Redirection
Controllable Continuous Gaze Redirection
Weihao Xia
Yujiu Yang
Jing-Hao Xue
Wensen Feng
31
16
0
09 Oct 2020
Deep SVBRDF Estimation on Real Materials
Deep SVBRDF Estimation on Real Materials
L. Asselin
D. Laurendeau
Jean-François Lalonde
39
27
0
08 Oct 2020
Knowledge-Enriched Distributional Model Inversion Attacks
Knowledge-Enriched Distributional Model Inversion Attacks
Si-An Chen
Mostafa Kahla
R. Jia
Guo-Jun Qi
24
93
0
08 Oct 2020
MuSeM: Detecting Incongruent News Headlines using Mutual Attentive
  Semantic Matching
MuSeM: Detecting Incongruent News Headlines using Mutual Attentive Semantic Matching
Rahul Mishra
Piyush Yadav
Rémi Calizzano
Markus Leippold
32
16
0
07 Oct 2020
On the Evaluation of Generative Adversarial Networks By Discriminative
  Models
On the Evaluation of Generative Adversarial Networks By Discriminative Models
A. Torfi
Mohammadreza Beyki
Edward A. Fox
EGVM
24
7
0
07 Oct 2020
Evaluating the Clinical Realism of Synthetic Chest X-Rays Generated
  Using Progressively Growing GANs
Evaluating the Clinical Realism of Synthetic Chest X-Rays Generated Using Progressively Growing GANs
Bradley Max Segal
D. Rubin
G. Rubin
Adam Pantanowitz
MedIm
25
36
0
07 Oct 2020
A Contrastive Learning Approach for Training Variational Autoencoder
  Priors
A Contrastive Learning Approach for Training Variational Autoencoder Priors
J. Aneja
Alex Schwing
Jan Kautz
Arash Vahdat
DRL
21
81
0
06 Oct 2020
Memory-efficient GAN-based Domain Translation of High Resolution 3D
  Medical Images
Memory-efficient GAN-based Domain Translation of High Resolution 3D Medical Images
H. Uzunova
J. Ehrhardt
Heinz Handels
MedIm
24
45
0
06 Oct 2020
Denoising Diffusion Implicit Models
Denoising Diffusion Implicit Models
Jiaming Song
Chenlin Meng
Stefano Ermon
VLM
DiffM
56
7,024
0
06 Oct 2020
SMILE: Semantically-guided Multi-attribute Image and Layout Editing
SMILE: Semantically-guided Multi-attribute Image and Layout Editing
Andrés Romero
Luc Van Gool
Radu Timofte
CVBM
30
7
0
05 Oct 2020
Sample weighting as an explanation for mode collapse in generative
  adversarial networks
Sample weighting as an explanation for mode collapse in generative adversarial networks
Aksel Wilhelm Wold Eide
Eilif Solberg
I. Kåsen
GAN
17
3
0
05 Oct 2020
Generating Gameplay-Relevant Art Assets with Transfer Learning
Generating Gameplay-Relevant Art Assets with Transfer Learning
Adrián González-Casillas
Matthew J. Guzdial
Félix Ramos
21
9
0
04 Oct 2020
Spatial Frequency Bias in Convolutional Generative Adversarial Networks
Spatial Frequency Bias in Convolutional Generative Adversarial Networks
Mahyar Khayatkhoei
Ahmed Elgammal
GAN
21
46
0
04 Oct 2020
LEGAN: Disentangled Manipulation of Directional Lighting and Facial
  Expressions by Leveraging Human Perceptual Judgements
LEGAN: Disentangled Manipulation of Directional Lighting and Facial Expressions by Leveraging Human Perceptual Judgements
Sandipan Banerjee
Ajjen Joshi
Prashant Mahajan
Sneha Bhattacharya
Survi Kyal
Taniya Mishra
CVBM
DRL
25
3
0
04 Oct 2020
MagGAN: High-Resolution Face Attribute Editing with Mask-Guided
  Generative Adversarial Network
MagGAN: High-Resolution Face Attribute Editing with Mask-Guided Generative Adversarial Network
Yi Wei
Zhe Gan
Wenbo Li
Siwei Lyu
Ming-Ching Chang
Lefei Zhang
Jianfeng Gao
Pengchuan Zhang
GAN
CVBM
27
19
0
03 Oct 2020
Integrating Categorical Semantics into Unsupervised Domain Translation
Integrating Categorical Semantics into Unsupervised Domain Translation
Samuel Lavoie-Marchildon
Faruk Ahmed
Aaron Courville
28
5
0
03 Oct 2020
VAEBM: A Symbiosis between Variational Autoencoders and Energy-based
  Models
VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models
Zhisheng Xiao
Karsten Kreis
Jan Kautz
Arash Vahdat
16
123
0
01 Oct 2020
Understanding the Role of Adversarial Regularization in Supervised
  Learning
Understanding the Role of Adversarial Regularization in Supervised Learning
Litu Rout
32
3
0
01 Oct 2020
X-Fields: Implicit Neural View-, Light- and Time-Image Interpolation
X-Fields: Implicit Neural View-, Light- and Time-Image Interpolation
Mojtaba Bemana
K. Myszkowski
Hans-Peter Seidel
Tobias Ritschel
29
50
0
01 Oct 2020
RG-Flow: A hierarchical and explainable flow model based on
  renormalization group and sparse prior
RG-Flow: A hierarchical and explainable flow model based on renormalization group and sparse prior
Hong-Ye Hu
Dian Wu
Yi-Zhuang You
Bruno A. Olshausen
Yubei Chen
BDL
DRL
25
15
0
30 Sep 2020
Efficient texture-aware multi-GAN for image inpainting
Efficient texture-aware multi-GAN for image inpainting
Mohamed Abbas Hedjazi
Yakup Genç
33
1
0
30 Sep 2020
EEG to fMRI Synthesis: Is Deep Learning a candidate?
EEG to fMRI Synthesis: Is Deep Learning a candidate?
David Calhas
Rui Henriques
MedIm
12
9
0
29 Sep 2020
Normalization Techniques in Training DNNs: Methodology, Analysis and
  Application
Normalization Techniques in Training DNNs: Methodology, Analysis and Application
Lei Huang
Jie Qin
Yi Zhou
Fan Zhu
Li Liu
Ling Shao
AI4CE
12
257
0
27 Sep 2020
Tarsier: Evolving Noise Injection in Super-Resolution GANs
Tarsier: Evolving Noise Injection in Super-Resolution GANs
Baptiste Roziere
Nathanal Carraz Rakotonirina
Vlad Hosu
Andry Rasoanaivo
Hanhe Lin
Camille Couprie
O. Teytaud
43
6
0
25 Sep 2020
Exposing GAN-generated Faces Using Inconsistent Corneal Specular
  Highlights
Exposing GAN-generated Faces Using Inconsistent Corneal Specular Highlights
Shu Hu
Yuezun Li
Siwei Lyu
CVBM
GAN
27
96
0
24 Sep 2020
GANs with Variational Entropy Regularizers: Applications in Mitigating
  the Mode-Collapse Issue
GANs with Variational Entropy Regularizers: Applications in Mitigating the Mode-Collapse Issue
Pirazh Khorramshahi
Hossein Souri
Ramalingam Chellappa
S. Feizi
GAN
DRL
30
4
0
24 Sep 2020
A Unifying Review of Deep and Shallow Anomaly Detection
A Unifying Review of Deep and Shallow Anomaly Detection
Lukas Ruff
Jacob R. Kauffmann
Robert A. Vandermeulen
G. Montavon
Wojciech Samek
Marius Kloft
Thomas G. Dietterich
Klaus-Robert Muller
UQCV
41
785
0
24 Sep 2020
X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal
  Transformers
X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers
Jaemin Cho
Jiasen Lu
Dustin Schwenk
Hannaneh Hajishirzi
Aniruddha Kembhavi
VLM
MLLM
30
102
0
23 Sep 2020
FakeTagger: Robust Safeguards against DeepFake Dissemination via
  Provenance Tracking
FakeTagger: Robust Safeguards against DeepFake Dissemination via Provenance Tracking
Run Wang
Felix Juefei Xu
Mengqing Luo
Yang Liu
Lina Wang
38
72
0
21 Sep 2020
PIE: Portrait Image Embedding for Semantic Control
PIE: Portrait Image Embedding for Semantic Control
A. Tewari
Mohamed A. Elgharib
Mallikarjun B R
Florian Bernard
Hans-Peter Seidel
P. Pérez
Michael Zollhöfer
Christian Theobalt
22
53
0
20 Sep 2020
DVG-Face: Dual Variational Generation for Heterogeneous Face Recognition
DVG-Face: Dual Variational Generation for Heterogeneous Face Recognition
Chaoyou Fu
Xiang Wu
Yibo Hu
Huaibo Huang
Ran He
CVBM
15
83
0
20 Sep 2020
Dodging DeepFake Detection via Implicit Spatial-Domain Notch Filtering
Dodging DeepFake Detection via Implicit Spatial-Domain Notch Filtering
Yihao Huang
Felix Juefei Xu
Qing Guo
Yang Liu
G. Pu
43
20
0
19 Sep 2020
Progressive Semantic-Aware Style Transformation for Blind Face
  Restoration
Progressive Semantic-Aware Style Transformation for Blind Face Restoration
Chaofeng Chen
Xiaoming Li
Lingbo Yang
Xianhui Lin
Lei Zhang
Kwan-Yee K. Wong
CVBM
22
146
0
18 Sep 2020
ExGAN: Adversarial Generation of Extreme Samples
ExGAN: Adversarial Generation of Extreme Samples
Siddharth Bhatia
Arjit Jain
Bryan Hooi
31
43
0
17 Sep 2020
Evaluating and Mitigating Bias in Image Classifiers: A Causal
  Perspective Using Counterfactuals
Evaluating and Mitigating Bias in Image Classifiers: A Causal Perspective Using Counterfactuals
Saloni Dash
V. Balasubramanian
Amit Sharma
CML
27
65
0
17 Sep 2020
Multiple Exemplars-based Hallucinationfor Face Super-resolution and
  Editing
Multiple Exemplars-based Hallucinationfor Face Super-resolution and Editing
Kaili Wang
José Oramas
Tinne Tuytelaars
SupR
DiffM
CVBM
22
7
0
16 Sep 2020
Multi-Stage CNN Architecture for Face Mask Detection
Multi-Stage CNN Architecture for Face Mask Detection
Amit B. Chavda
Jason Dsouza
Sumeet Badgujar
Ankit Damani
CVBM
31
127
0
16 Sep 2020
SLGAN: Style- and Latent-guided Generative Adversarial Network for
  Desirable Makeup Transfer and Removal
SLGAN: Style- and Latent-guided Generative Adversarial Network for Desirable Makeup Transfer and Removal
Daichi Horita
Kiyoharu Aizawa
GAN
25
8
0
16 Sep 2020
Improving Inversion and Generation Diversity in StyleGAN using a
  Gaussianized Latent Space
Improving Inversion and Generation Diversity in StyleGAN using a Gaussianized Latent Space
Jonas Wulff
Antonio Torralba
22
45
0
14 Sep 2020
Old Photo Restoration via Deep Latent Space Translation
Old Photo Restoration via Deep Latent Space Translation
Bo Liu
Bo Zhang
Dongdong Chen
Peiying Zhang
Dong Chen
Jing Liao
Fang Wen
25
67
0
14 Sep 2020
Pairwise-GAN: Pose-based View Synthesis through Pair-Wise Training
Pairwise-GAN: Pose-based View Synthesis through Pair-Wise Training
Xuyang Shen
J. Plested
Yue Yao
Tom Gedeon
CVBM
GAN
49
4
0
13 Sep 2020
Inverse mapping of face GANs
Inverse mapping of face GANs
N. Bayat
Vahid Reza Khazaie
Y. Mohsenzadeh
GAN
CVBM
18
5
0
11 Sep 2020
Adversarial score matching and improved sampling for image generation
Adversarial score matching and improved sampling for image generation
Alexia Jolicoeur-Martineau
Remi Piche-Taillefer
Rémi Tachet des Combes
Ioannis Mitliagkas
DiffM
35
125
0
11 Sep 2020
Attribute-conditioned Layout GAN for Automatic Graphic Design
Attribute-conditioned Layout GAN for Automatic Graphic Design
Jianan Li
Jimei Yang
Jianming Zhang
Chang Liu
Christina Wang
Tingfa Xu
AI4CE
36
104
0
11 Sep 2020
CounteRGAN: Generating Realistic Counterfactuals with Residual
  Generative Adversarial Nets
CounteRGAN: Generating Realistic Counterfactuals with Residual Generative Adversarial Nets
Daniel Nemirovsky
Nicolas Thiebaut
Ye Xu
Abhishek Gupta
CML
GAN
24
33
0
11 Sep 2020
Multilinear Latent Conditioning for Generating Unseen Attribute
  Combinations
Multilinear Latent Conditioning for Generating Unseen Attribute Combinations
Markos Georgopoulos
Grigorios G. Chrysos
Maja Pantic
Yannis Panagakis
GAN
DRL
26
17
0
09 Sep 2020
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