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GANSpace: Discovering Interpretable GAN Controls

GANSpace: Discovering Interpretable GAN Controls

6 April 2020
Erik Härkönen
Aaron Hertzmann
J. Lehtinen
Sylvain Paris
ArXivPDFHTML

Papers citing "GANSpace: Discovering Interpretable GAN Controls"

50 / 578 papers shown
Title
Low-Rank Subspaces in GANs
Low-Rank Subspaces in GANs
Jiapeng Zhu
Ruili Feng
Yujun Shen
Deli Zhao
Zhengjun Zha
Jingren Zhou
Qifeng Chen
GAN
11
71
0
08 Jun 2021
GAN Cocktail: mixing GANs without dataset access
GAN Cocktail: mixing GANs without dataset access
Omri Avrahami
Dani Lischinski
Ohad Fried
DiffM
MoMe
16
10
0
07 Jun 2021
Barbershop: GAN-based Image Compositing using Segmentation Masks
Barbershop: GAN-based Image Compositing using Segmentation Masks
Peihao Zhu
Rameen Abdal
John C. Femiani
Peter Wonka
21
31
0
02 Jun 2021
Transforming the Latent Space of StyleGAN for Real Face Editing
Transforming the Latent Space of StyleGAN for Real Face Editing
Heyi Li
Jinlong Liu
Xinyu Zhang
Yunzhi Bai
Huayan Wang
Klaus Mueller
CVBM
40
10
0
29 May 2021
Disentangled Face Attribute Editing via Instance-Aware Latent Space
  Search
Disentangled Face Attribute Editing via Instance-Aware Latent Space Search
Yuxuan Han
Jiaolong Yang
Ying Fu
CVBM
14
26
0
26 May 2021
DeepFaceEditing: Deep Face Generation and Editing with Disentangled
  Geometry and Appearance Control
DeepFaceEditing: Deep Face Generation and Editing with Disentangled Geometry and Appearance Control
Shu-Yu Chen
Feng-Lin Liu
Yu-Kun Lai
Paul L. Rosin
Chunpeng Li
Hongbo Fu
Lin Gao
CVBM
3DV
14
32
0
19 May 2021
One Shot Face Swapping on Megapixels
One Shot Face Swapping on Megapixels
Yuhao Zhu
Qi Li
Jian Wang
Chengzhong Xu
Zhenan Sun
PICV
CVBM
14
150
0
11 May 2021
Robust Training Using Natural Transformation
Robust Training Using Natural Transformation
Shuo Wang
Lingjuan Lyu
Surya Nepal
Carsten Rudolph
M. Grobler
Kristen Moore
AAML
OOD
4
2
0
10 May 2021
A Good Image Generator Is What You Need for High-Resolution Video
  Synthesis
A Good Image Generator Is What You Need for High-Resolution Video Synthesis
Yu Tian
Jian Ren
Menglei Chai
Kyle Olszewski
Xi Peng
Dimitris N. Metaxas
Sergey Tulyakov
VGen
32
183
0
30 Apr 2021
Exploiting Spatial Dimensions of Latent in GAN for Real-time Image
  Editing
Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing
Hyunsu Kim
Yunjey Choi
Junho Kim
S. Yoo
Youngjung Uh
13
145
0
30 Apr 2021
MarioNette: Self-Supervised Sprite Learning
MarioNette: Self-Supervised Sprite Learning
Dmitriy Smirnov
Michael Gharbi
Matthew Fisher
Vitor Campagnolo Guizilini
Alexei A. Efros
Justin Solomon
SSL
OCL
66
37
0
29 Apr 2021
Ensembling with Deep Generative Views
Ensembling with Deep Generative Views
Lucy Chai
Jun-Yan Zhu
Eli Shechtman
Phillip Isola
Richard Y. Zhang
GAN
17
69
0
29 Apr 2021
Interpretable Embedding Procedure Knowledge Transfer via Stacked
  Principal Component Analysis and Graph Neural Network
Interpretable Embedding Procedure Knowledge Transfer via Stacked Principal Component Analysis and Graph Neural Network
Seunghyun Lee
B. Song
11
6
0
28 Apr 2021
EigenGAN: Layer-Wise Eigen-Learning for GANs
EigenGAN: Layer-Wise Eigen-Learning for GANs
Zhenliang He
Meina Kan
Shiguang Shan
GAN
44
50
0
26 Apr 2021
Cross-Domain and Disentangled Face Manipulation with 3D Guidance
Cross-Domain and Disentangled Face Manipulation with 3D Guidance
Can Wang
Menglei Chai
Mingming He
Dongdong Chen
Jing Liao
CVBM
136
26
0
22 Apr 2021
Surrogate Gradient Field for Latent Space Manipulation
Surrogate Gradient Field for Latent Space Manipulation
Minjun Li
Yanghua Jin
Huachun Zhu
GAN
8
18
0
19 Apr 2021
E2Style: Improve the Efficiency and Effectiveness of StyleGAN Inversion
E2Style: Improve the Efficiency and Effectiveness of StyleGAN Inversion
Tianyi Wei
Dongdong Chen
Wenbo Zhou
Jing Liao
Weiming Zhang
Lu Yuan
Gang Hua
Nenghai Yu
29
60
0
15 Apr 2021
VariTex: Variational Neural Face Textures
VariTex: Variational Neural Face Textures
Marcel C. Bühler
Abhimitra Meka
Gengyan Li
Thabo Beeler
Otmar Hilliges
3DH
15
34
0
13 Apr 2021
Diamond in the rough: Improving image realism by traversing the GAN
  latent space
Diamond in the rough: Improving image realism by traversing the GAN latent space
Jeffrey Wen
Fabian Benitez-Quiroz
Qianli Feng
Aleix M. Martinez
11
3
0
12 Apr 2021
ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement
ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement
Yuval Alaluf
Or Patashnik
Daniel Cohen-Or
17
343
0
06 Apr 2021
Content-Aware GAN Compression
Content-Aware GAN Compression
Yuchen Liu
Zhixin Shu
Yijun Li
Zhe-nan Lin
Federico Perazzi
S. Kung
GAN
22
57
0
06 Apr 2021
LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of
  Interpretable Directions
LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions
Oğuz Kaan Yüksel
Enis Simsar
Ezgi Gulperi Er
Pinar Yanardag
SSL
30
61
0
02 Apr 2021
Learning Foreground-Background Segmentation from Improved Layered GANs
Learning Foreground-Background Segmentation from Improved Layered GANs
Yu Yang
Hakan Bilen
Qiran Zou
Wing Yin Cheung
Xian-Wei Ji
GAN
SSeg
14
14
0
01 Apr 2021
Nine Potential Pitfalls when Designing Human-AI Co-Creative Systems
Nine Potential Pitfalls when Designing Human-AI Co-Creative Systems
Daniel Buschek
Lukas Mecke
Florian Lehmann
Hai Dang
13
41
0
01 Apr 2021
CAMPARI: Camera-Aware Decomposed Generative Neural Radiance Fields
CAMPARI: Camera-Aware Decomposed Generative Neural Radiance Fields
Michael Niemeyer
Andreas Geiger
VGen
3DH
22
66
0
31 Mar 2021
StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery
StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery
Or Patashnik
Zongze Wu
Eli Shechtman
Daniel Cohen-Or
Dani Lischinski
CLIP
VLM
17
1,186
0
31 Mar 2021
Diagonal Attention and Style-based GAN for Content-Style Disentanglement
  in Image Generation and Translation
Diagonal Attention and Style-based GAN for Content-Style Disentanglement in Image Generation and Translation
Gihyun Kwon
Jong Chul Ye
17
51
0
30 Mar 2021
Learning Generative Models of Textured 3D Meshes from Real-World Images
Learning Generative Models of Textured 3D Meshes from Real-World Images
Dario Pavllo
Jonas Köhler
Thomas Hofmann
Aurélien Lucchi
3DV
3DH
18
50
0
29 Mar 2021
Labels4Free: Unsupervised Segmentation using StyleGAN
Labels4Free: Unsupervised Segmentation using StyleGAN
Rameen Abdal
Peihao Zhu
Niloy Mitra
Peter Wonka
20
80
0
27 Mar 2021
Few-shot Semantic Image Synthesis Using StyleGAN Prior
Few-shot Semantic Image Synthesis Using StyleGAN Prior
Yuki Endo
Yoshihiro Kanamori
GAN
19
9
0
27 Mar 2021
Paint by Word
Paint by Word
A. Andonian
David Bau
Audrey Cui
YeonHwan Park
Ali Jahanian
Antonio Torralba
A. Oliva
DiffM
20
125
0
19 Mar 2021
PhotoApp: Photorealistic Appearance Editing of Head Portraits
PhotoApp: Photorealistic Appearance Editing of Head Portraits
R. MallikarjunB.
A. Tewari
Abdallah Dib
Tim Weyrich
Bernd Bickel
...
Hanspeter Pfister
Wojciech Matusik
Louis Chevallier
Mohamed A. Elgharib
Christian Theobalt
DiffM
3DH
13
6
0
13 Mar 2021
CoDeGAN: Contrastive Disentanglement for Generative Adversarial Network
CoDeGAN: Contrastive Disentanglement for Generative Adversarial Network
Lili Pan
Peijun Tang
Zhiyong Chen
Zenglin Xu
GAN
DRL
4
6
0
05 Mar 2021
Anycost GANs for Interactive Image Synthesis and Editing
Anycost GANs for Interactive Image Synthesis and Editing
Ji Lin
Richard Y. Zhang
F. Ganz
Song Han
Jun-Yan Zhu
33
82
0
04 Mar 2021
Fixing Data Augmentation to Improve Adversarial Robustness
Fixing Data Augmentation to Improve Adversarial Robustness
Sylvestre-Alvise Rebuffi
Sven Gowal
D. A. Calian
Florian Stimberg
Olivia Wiles
Timothy A. Mann
AAML
25
266
0
02 Mar 2021
Learning Disentangled Representation by Exploiting Pretrained Generative
  Models: A Contrastive Learning View
Learning Disentangled Representation by Exploiting Pretrained Generative Models: A Contrastive Learning View
Xuanchi Ren
Tao Yang
Yuwang Wang
W. Zeng
CoGe
OCL
DRL
22
36
0
21 Feb 2021
ShaRF: Shape-conditioned Radiance Fields from a Single View
ShaRF: Shape-conditioned Radiance Fields from a Single View
Konstantinos Rematas
Ricardo Martín Brualla
V. Ferrari
45
110
0
17 Feb 2021
Disentangled Representations from Non-Disentangled Models
Disentangled Representations from Non-Disentangled Models
Valentin Khrulkov
L. Mirvakhabova
Ivan V. Oseledets
Artem Babenko
OCL
DRL
CoGe
23
15
0
11 Feb 2021
Designing an Encoder for StyleGAN Image Manipulation
Designing an Encoder for StyleGAN Image Manipulation
Omer Tov
Yuval Alaluf
Yotam Nitzan
Or Patashnik
Daniel Cohen-Or
200
776
0
04 Feb 2021
Only a Matter of Style: Age Transformation Using a Style-Based
  Regression Model
Only a Matter of Style: Age Transformation Using a Style-Based Regression Model
Yuval Alaluf
Or Patashnik
Daniel Cohen-Or
17
136
0
04 Feb 2021
Enjoy Your Editing: Controllable GANs for Image Editing via Latent Space
  Navigation
Enjoy Your Editing: Controllable GANs for Image Editing via Latent Space Navigation
Peiye Zhuang
Oluwasanmi Koyejo
A. Schwing
20
78
0
01 Feb 2021
GAN Inversion: A Survey
GAN Inversion: A Survey
Weihao Xia
Yulun Zhang
Yujiu Yang
Jing-Hao Xue
Bolei Zhou
Ming-Hsuan Yang
DiffM
52
505
0
14 Jan 2021
GAN-Control: Explicitly Controllable GANs
GAN-Control: Explicitly Controllable GANs
Alon Shoshan
Nadav Bhonker
Igor Kviatkovsky
Gérard Medioni
CVBM
140
134
0
07 Jan 2021
A Survey on Neural Network Interpretability
A Survey on Neural Network Interpretability
Yu Zhang
Peter Tiño
A. Leonardis
K. Tang
FaML
XAI
137
656
0
28 Dec 2020
Generative Interventions for Causal Learning
Generative Interventions for Causal Learning
Chengzhi Mao
Augustine Cha
Amogh Gupta
Hongya Wang
Junfeng Yang
Carl Vondrick
CML
OOD
11
63
0
22 Dec 2020
GuidedStyle: Attribute Knowledge Guided Style Manipulation for Semantic
  Face Editing
GuidedStyle: Attribute Knowledge Guided Style Manipulation for Semantic Face Editing
Xianxu Hou
Xiaokang Zhang
Linlin Shen
Zhihui Lai
Jun Wan
CVBM
GAN
22
73
0
22 Dec 2020
An Assessment of GANs for Identity-related Applications
An Assessment of GANs for Identity-related Applications
Richard T. Marriott
Safa Madiouni
S. Romdhani
S. Gentric
Liming Luke Chen
CVBM
6
12
0
18 Dec 2020
Improved StyleGAN Embedding: Where are the Good Latents?
Improved StyleGAN Embedding: Where are the Good Latents?
Peihao Zhu
Rameen Abdal
Yipeng Qin
John C. Femiani
Peter Wonka
12
115
0
13 Dec 2020
GAN "Steerability" without optimization
GAN "Steerability" without optimization
Nurit Spingarn-Eliezer
Ron Banner
T. Michaeli
LLMSV
22
54
0
09 Dec 2020
Formatting the Landscape: Spatial conditional GAN for varying population
  in satellite imagery
Formatting the Landscape: Spatial conditional GAN for varying population in satellite imagery
T. Langer
N. Fedorova
R. Hagensieker
14
3
0
08 Dec 2020
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