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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
ArXivPDFHTML

Papers citing "Spectral Normalization for Generative Adversarial Networks"

50 / 1,407 papers shown
Title
DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from
  Low-Dimensional Latents
DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents
Kushagra Pandey
Avideep Mukherjee
Piyush Rai
Abhishek Kumar
DiffM
35
114
0
02 Jan 2022
on the effectiveness of generative adversarial network on anomaly
  detection
on the effectiveness of generative adversarial network on anomaly detection
Laya Rafiee
T. Fevens
28
5
0
31 Dec 2021
A Novel Generator with Auxiliary Branch for Improving GAN Performance
A Novel Generator with Auxiliary Branch for Improving GAN Performance
Seung-won Park
Y. Shin
29
7
0
30 Dec 2021
Invertible Image Dataset Protection
Invertible Image Dataset Protection
Kejiang Chen
Xianhan Zeng
Qichao Ying
Sheng Li
Zhenxing Qian
Xinpeng Zhang
35
7
0
29 Dec 2021
Overcoming Mode Collapse with Adaptive Multi Adversarial Training
Overcoming Mode Collapse with Adaptive Multi Adversarial Training
K. Mangalam
Rohin Garg
GAN
34
13
0
29 Dec 2021
LatteGAN: Visually Guided Language Attention for Multi-Turn
  Text-Conditioned Image Manipulation
LatteGAN: Visually Guided Language Attention for Multi-Turn Text-Conditioned Image Manipulation
Shoya Matsumori
Yukikoko Abe
Kosuke Shingyouchi
K. Sugiura
M. Imai
39
9
0
28 Dec 2021
Manifold Learning Benefits GANs
Manifold Learning Benefits GANs
Yao Ni
Piotr Koniusz
Richard I. Hartley
Richard Nock
GAN
31
16
0
23 Dec 2021
StyleSwin: Transformer-based GAN for High-resolution Image Generation
StyleSwin: Transformer-based GAN for High-resolution Image Generation
Bo Zhang
Shuyang Gu
Bo Zhang
Jianmin Bao
Dong Chen
Fang Wen
Yong Wang
B. Guo
ViT
45
223
0
20 Dec 2021
FedNI: Federated Graph Learning with Network Inpainting for
  Population-Based Disease Prediction
FedNI: Federated Graph Learning with Network Inpainting for Population-Based Disease Prediction
Liang Peng
Nan Wang
Nicha Dvornek
Xiaofeng Zhu
Xiaoxiao Li
FedML
AI4CE
31
70
0
19 Dec 2021
A-ESRGAN: Training Real-World Blind Super-Resolution with Attention
  U-Net Discriminators
A-ESRGAN: Training Real-World Blind Super-Resolution with Attention U-Net Discriminators
Zihao Wei
Yidong Huang
Yuang Chen
Chenhao Zheng
Jinnan Gao
GAN
21
19
0
19 Dec 2021
SuperStyleNet: Deep Image Synthesis with Superpixel Based Style Encoder
SuperStyleNet: Deep Image Synthesis with Superpixel Based Style Encoder
Jong-Han Kim
Gen Li
Cheolkon Jung
Joongkyu Kim
41
1
0
17 Dec 2021
Stable Long-Term Recurrent Video Super-Resolution
Stable Long-Term Recurrent Video Super-Resolution
Benjamin Naoto Chiche
Arnaud Woiselle
J. Frontera-Pons
Jean-Luc Starck
SupR
32
6
0
16 Dec 2021
Self-supervised Enhancement of Latent Discovery in GANs
Self-supervised Enhancement of Latent Discovery in GANs
Silpa Vadakkeeveetil Sreelatha
Adarsh Kappiyath
S. Sumitra
44
3
0
16 Dec 2021
Positional Encoding Augmented GAN for the Assessment of Wind Flow for
  Pedestrian Comfort in Urban Areas
Positional Encoding Augmented GAN for the Assessment of Wind Flow for Pedestrian Comfort in Urban Areas
Henrik Hoiness
Kristoffer Gjerde
L. Oggiano
K. E. Giljarhus
M. Ruocco
DiffM
AI4CE
21
5
0
15 Dec 2021
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs
Zhisheng Xiao
Karsten Kreis
Arash Vahdat
DiffM
47
541
0
15 Dec 2021
Stochastic Actor-Executor-Critic for Image-to-Image Translation
Stochastic Actor-Executor-Critic for Image-to-Image Translation
Ziwei Luo
Jing Hu
Xin Wang
Siwei Lyu
Bin Kong
Youbing Yin
Qi Song
Xi Wu
BDL
EGVM
30
5
0
14 Dec 2021
Score-Based Generative Modeling with Critically-Damped Langevin
  Diffusion
Score-Based Generative Modeling with Critically-Damped Langevin Diffusion
Tim Dockhorn
Arash Vahdat
Karsten Kreis
DiffM
35
231
0
14 Dec 2021
Interpolated Joint Space Adversarial Training for Robust and
  Generalizable Defenses
Interpolated Joint Space Adversarial Training for Robust and Generalizable Defenses
Chun Pong Lau
Jiang-Long Liu
Hossein Souri
Wei-An Lin
S. Feizi
Ramalingam Chellappa
AAML
34
12
0
12 Dec 2021
Unsupervised Image to Image Translation for Multiple Retinal Pathology
  Synthesis in Optical Coherence Tomography Scans
Unsupervised Image to Image Translation for Multiple Retinal Pathology Synthesis in Optical Coherence Tomography Scans
H. Pasupuleti
G. Girish
MedIm
21
0
0
11 Dec 2021
A Generic Approach for Enhancing GANs by Regularized Latent Optimization
A Generic Approach for Enhancing GANs by Regularized Latent Optimization
Yufan Zhou
Chunyuan Li
Changyou Chen
Jinhui Xu
27
0
0
07 Dec 2021
Variational Wasserstein gradient flow
Variational Wasserstein gradient flow
JiaoJiao Fan
Qinsheng Zhang
Amirhossein Taghvaei
Yongxin Chen
76
54
0
04 Dec 2021
Residual Pathway Priors for Soft Equivariance Constraints
Residual Pathway Priors for Soft Equivariance Constraints
Marc Finzi
Gregory W. Benton
A. Wilson
BDL
UQCV
24
54
0
02 Dec 2021
Improving GAN Equilibrium by Raising Spatial Awareness
Improving GAN Equilibrium by Raising Spatial Awareness
Jianyuan Wang
Ceyuan Yang
Yinghao Xu
Yujun Shen
Hongdong Li
Bolei Zhou
GAN
31
30
0
01 Dec 2021
Generative Convolution Layer for Image Generation
Generative Convolution Layer for Image Generation
Seung-won Park
Y. Shin
26
11
0
30 Nov 2021
The Geometric Occam's Razor Implicit in Deep Learning
The Geometric Occam's Razor Implicit in Deep Learning
Benoit Dherin
Micheal Munn
David Barrett
22
6
0
30 Nov 2021
Unsupervised Image Denoising with Frequency Domain Knowledge
Unsupervised Image Denoising with Frequency Domain Knowledge
Nahyun Kim
Dong-Won Jang
Sunhyeok Lee
Bomi Kim
Dae-Shik Kim
24
7
0
29 Nov 2021
MixSyn: Learning Composition and Style for Multi-Source Image Synthesis
MixSyn: Learning Composition and Style for Multi-Source Image Synthesis
Ilke Demir
U. Ciftci
DiffM
38
3
0
24 Nov 2021
Unleashing Transformers: Parallel Token Prediction with Discrete
  Absorbing Diffusion for Fast High-Resolution Image Generation from
  Vector-Quantized Codes
Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes
Sam Bond-Taylor
P. Hessey
Hiroshi Sasaki
T. Breckon
Chris G. Willcocks
DiffM
29
71
0
24 Nov 2021
Visual Intelligence through Human Interaction
Visual Intelligence through Human Interaction
Ranjay Krishna
Mitchell L. Gordon
Fei-Fei Li
Michael S. Bernstein
29
8
0
12 Nov 2021
Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited
  Data
Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data
Liming Jiang
Bo Dai
Wayne Wu
Chen Change Loy
89
104
0
12 Nov 2021
DeepXML: A Deep Extreme Multi-Label Learning Framework Applied to Short
  Text Documents
DeepXML: A Deep Extreme Multi-Label Learning Framework Applied to Short Text Documents
Kunal Dahiya
Deepak Saini
Anshul Mittal
Ankush Shaw
Kushal Dave
Akshay Soni
Himanshu Jain
Sumeet Agarwal
Manik Varma
29
86
0
12 Nov 2021
Closed-Loop Data Transcription to an LDR via Minimaxing Rate Reduction
Closed-Loop Data Transcription to an LDR via Minimaxing Rate Reduction
Xili Dai
Shengbang Tong
Mingyang Li
Ziyang Wu
Michael Psenka
...
Pengyuan Zhai
Yaodong Yu
Xiaojun Yuan
Harry Shum
Yi Ma
30
30
0
12 Nov 2021
Bi-Discriminator Class-Conditional Tabular GAN
Bi-Discriminator Class-Conditional Tabular GAN
Mohammad Esmaeilpour
Nourhene Chaalia
Adel Abusitta
François-Xavier Devailly
Wissem Maazoun
P. Cardinal
20
12
0
12 Nov 2021
Selective Synthetic Augmentation with HistoGAN for Improved
  Histopathology Image Classification
Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification
Yuan Xue
Jiarong Ye
Qianying Zhou
L. R. Long
Sameer Kiran Antani
Z. Xue
Carl Cornwell
R. Zaino
K. Cheng
Xiaolei Huang
MedIm
191
103
0
10 Nov 2021
On Training Implicit Models
On Training Implicit Models
Zhengyang Geng
Xinyu Zhang
Shaojie Bai
Yisen Wang
Zhouchen Lin
72
69
0
09 Nov 2021
Improving Visual Quality of Image Synthesis by A Token-based Generator
  with Transformers
Improving Visual Quality of Image Synthesis by A Token-based Generator with Transformers
Yanhong Zeng
Huan Yang
Hongyang Chao
Jianbo Wang
Jianlong Fu
ViT
27
26
0
05 Nov 2021
GraN-GAN: Piecewise Gradient Normalization for Generative Adversarial
  Networks
GraN-GAN: Piecewise Gradient Normalization for Generative Adversarial Networks
Vineeth S. Bhaskara
Tristan Aumentado-Armstrong
Allan D. Jepson
Alex Levinshtein
GAN
43
5
0
04 Nov 2021
Qimera: Data-free Quantization with Synthetic Boundary Supporting
  Samples
Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples
Kanghyun Choi
Deokki Hong
Noseong Park
Youngsok Kim
Jinho Lee
MQ
27
64
0
04 Nov 2021
Hamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling
Hamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling
Greg Ver Steeg
Aram Galstyan
41
14
0
03 Nov 2021
Don't Generate Me: Training Differentially Private Generative Models
  with Sinkhorn Divergence
Don't Generate Me: Training Differentially Private Generative Models with Sinkhorn Divergence
Tianshi Cao
Alex Bie
Arash Vahdat
Sanja Fidler
Karsten Kreis
SyDa
DiffM
19
71
0
01 Nov 2021
Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training
Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training
Minguk Kang
Woohyeon Shim
Minsu Cho
Jaesik Park
GAN
44
108
0
01 Nov 2021
Projected GANs Converge Faster
Projected GANs Converge Faster
Axel Sauer
Kashyap Chitta
Jens Muller
Andreas Geiger
52
234
0
01 Nov 2021
Bounds all around: training energy-based models with bidirectional
  bounds
Bounds all around: training energy-based models with bidirectional bounds
Cong Geng
Jia Wang
Zhiyong Gao
J. Frellsen
Søren Hauberg
29
15
0
01 Nov 2021
Exploring Covariate and Concept Shift for Detection and Calibration of
  Out-of-Distribution Data
Exploring Covariate and Concept Shift for Detection and Calibration of Out-of-Distribution Data
Junjiao Tian
Yen-Change Hsu
Yilin Shen
Hongxia Jin
Z. Kira
OODD
19
6
0
28 Oct 2021
RoMA: Robust Model Adaptation for Offline Model-based Optimization
RoMA: Robust Model Adaptation for Offline Model-based Optimization
Sihyun Yu
SungSoo Ahn
Le Song
Jinwoo Shin
OffRL
40
31
0
27 Oct 2021
BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation
BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation
Mingcong Liu
Qiang Li
Zekui Qin
Guoxin Zhang
Pengfei Wan
Wen Zheng
CVBM
30
60
0
22 Oct 2021
EvoGAN: An Evolutionary Computation Assisted GAN
EvoGAN: An Evolutionary Computation Assisted GAN
Feng Liu
Hanyang Wang
Jiahao Zhang
Ziwang Fu
Aimin Zhou
Jiayin Qi
Zhibin Li
GAN
32
24
0
22 Oct 2021
An Empirical Study on GANs with Margin Cosine Loss and Relativistic
  Discriminator
An Empirical Study on GANs with Margin Cosine Loss and Relativistic Discriminator
Cuong V. Nguyen
Tien-Dung Cao
Tram Truong-Huu
Khanh Pham
Binh T. Nguyen
GAN
18
3
0
21 Oct 2021
3DFaceFill: An Analysis-By-Synthesis Approach to Face Completion
3DFaceFill: An Analysis-By-Synthesis Approach to Face Completion
Rahul Dey
Vishnu Boddeti
CVBM
3DH
13
4
0
20 Oct 2021
Self-Supervised Object Detection via Generative Image Synthesis
Self-Supervised Object Detection via Generative Image Synthesis
Siva Karthik Mustikovela
Shalini De Mello
Aayush Prakash
Umar Iqbal
Sifei Liu
Thu Nguyen-Phuoc
Carsten Rother
Jan Kautz
17
2
0
19 Oct 2021
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