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SinGAN: Learning a Generative Model from a Single Natural Image
v1v2 (latest)

SinGAN: Learning a Generative Model from a Single Natural Image

2 May 2019
Tamar Rott Shaham
Tali Dekel
T. Michaeli
    GANVLM
ArXiv (abs)PDFHTML

Papers citing "SinGAN: Learning a Generative Model from a Single Natural Image"

50 / 418 papers shown
Title
Cross-View Exocentric to Egocentric Video Synthesis
Cross-View Exocentric to Egocentric Video Synthesis
Gaowen Liu
Hao Tang
Hugo Latapie
Jason J. Corso
Yan Yan
VGen
69
30
0
07 Jul 2021
A Theory of the Distortion-Perception Tradeoff in Wasserstein Space
A Theory of the Distortion-Perception Tradeoff in Wasserstein Space
Dror Freirich
T. Michaeli
Ron Meir
83
43
0
06 Jul 2021
SinGAN-Seg: Synthetic training data generation for medical image
  segmentation
SinGAN-Seg: Synthetic training data generation for medical image segmentation
Vajira Thambawita
Pegah Salehi
Sajad Amouei Sheshkal
Steven A. Hicks
Hugo L.Hammer
Sravanthi Parasa
Thomas de Lange
Pål Halvorsen
Michael A. Riegler
MedIm
71
87
0
29 Jun 2021
Inconspicuous Adversarial Patches for Fooling Image Recognition Systems
  on Mobile Devices
Inconspicuous Adversarial Patches for Fooling Image Recognition Systems on Mobile Devices
Tao Bai
Jinqi Luo
Jun Zhao
AAML
67
30
0
29 Jun 2021
SITTA: Single Image Texture Translation for Data Augmentation
SITTA: Single Image Texture Translation for Data Augmentation
Boyi Li
Huayu Chen
Nayeon Lee
Serge Belongie
28
3
0
25 Jun 2021
World-GAN: a Generative Model for Minecraft Worlds
World-GAN: a Generative Model for Minecraft Worlds
Maren Awiszus
Frederik Schubert
Bodo Rosenhahn
SyDaGAN
57
19
0
18 Jun 2021
Structure First Detail Next: Image Inpainting with Pyramid Generator
Structure First Detail Next: Image Inpainting with Pyramid Generator
Shuyi Qu
Zhenxing Niu
Kaizhu Huang
Jianke Zhu
M. Protter
Gadi Zimerman
Yinghui Xu
57
4
0
16 Jun 2021
Multi-Resolution Continuous Normalizing Flows
Multi-Resolution Continuous Normalizing Flows
Vikram S. Voleti
Chris Finlay
Adam M. Oberman
Christopher Pal
83
4
0
15 Jun 2021
SinIR: Efficient General Image Manipulation with Single Image
  Reconstruction
SinIR: Efficient General Image Manipulation with Single Image Reconstruction
Jihyeong Yoo
Qifeng Chen
84
24
0
14 Jun 2021
A One-Shot Texture-Perceiving Generative Adversarial Network for
  Unsupervised Surface Inspection
A One-Shot Texture-Perceiving Generative Adversarial Network for Unsupervised Surface Inspection
Li Gu
Lin Zhang
Zhaokui Wang
GAN
28
2
0
12 Jun 2021
Catch-A-Waveform: Learning to Generate Audio from a Single Short Example
Catch-A-Waveform: Learning to Generate Audio from a Single Short Example
Gal Greshler
Tamar Rott Shaham
T. Michaeli
102
25
0
11 Jun 2021
Learning to See by Looking at Noise
Learning to See by Looking at Noise
Manel Baradad
Jonas Wulff
Tongzhou Wang
Phillip Isola
Antonio Torralba
108
92
0
10 Jun 2021
Ebola Optimization Search Algorithm (EOSA): A new metaheuristic
  algorithm based on the propagation model of Ebola virus disease
Ebola Optimization Search Algorithm (EOSA): A new metaheuristic algorithm based on the propagation model of Ebola virus disease
O. N. Oyelade
Ezugwu E. Absalom
38
22
0
02 Jun 2021
Smile Like You Mean It: Driving Animatronic Robotic Face with Learned
  Models
Smile Like You Mean It: Driving Animatronic Robotic Face with Learned Models
Boyuan Chen
Yuhang Hu
Lianfeng Li
S. Cummings
Hod Lipson
CVBM
55
23
0
26 May 2021
Post-Training Sparsity-Aware Quantization
Post-Training Sparsity-Aware Quantization
Gil Shomron
F. Gabbay
Samer Kurzum
U. Weiser
MQ
94
34
0
23 May 2021
Endless Loops: Detecting and Animating Periodic Patterns in Still Images
Endless Loops: Detecting and Animating Periodic Patterns in Still Images
Tavi Halperin
Hanit Hakim
O. Vantzos
Gershon Hochman
Netai Benaim
Lior Sassy
Michael Kupchik
Ofir Bibi
Ohad Fried
73
9
0
19 May 2021
ExSinGAN: Learning an Explainable Generative Model from a Single Image
ExSinGAN: Learning an Explainable Generative Model from a Single Image
ZiCheng Zhang
CongYing Han
Tiande Guo
GAN
72
21
0
16 May 2021
Learning to Generate Novel Scene Compositions from Single Images and
  Videos
Learning to Generate Novel Scene Compositions from Single Images and Videos
V. Sushko
Juergen Gall
Anna Khoreva
VLMGAN
23
5
0
12 May 2021
One-shot Compositional Data Generation for Low Resource Handwritten Text
  Recognition
One-shot Compositional Data Generation for Low Resource Handwritten Text Recognition
Mohamed Ali Souibgui
Ali Furkan Biten
S. Dey
Alicia Fornés
Yousri Kessentini
Lluís Gómez
Dimosthenis Karatzas
Josep Lladós
79
9
0
11 May 2021
Semantic Relation Preserving Knowledge Distillation for Image-to-Image
  Translation
Semantic Relation Preserving Knowledge Distillation for Image-to-Image Translation
Zeqi Li
R. Jiang
P. Aarabi
GANVLM
89
28
0
30 Apr 2021
DriveGAN: Towards a Controllable High-Quality Neural Simulation
DriveGAN: Towards a Controllable High-Quality Neural Simulation
S. Kim
Jonah Philion
Antonio Torralba
Sanja Fidler
100
119
0
30 Apr 2021
A Hierarchical Transformation-Discriminating Generative Model for Few
  Shot Anomaly Detection
A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detection
Shelly Sheynin
Sagie Benaim
Lior Wolf
73
81
0
29 Apr 2021
Unsupervised Learning of Multi-level Structures for Anomaly Detection
Unsupervised Learning of Multi-level Structures for Anomaly Detection
Songmin Dai
Jide Li
Lu Wang
Congcong Zhu
Yifan Wu
Xiaoqiang Li
31
0
0
25 Apr 2021
Image Inpainting with External-internal Learning and Monochromic
  Bottleneck
Image Inpainting with External-internal Learning and Monochromic Bottleneck
Tengfei Wang
Hao Ouyang
Qifeng Chen
100
57
0
19 Apr 2021
Automated Mathematical Equation Structure Discovery for Visual Analysis
Automated Mathematical Equation Structure Discovery for Visual Analysis
Caroline Silva
José Souza
A. Vacavant
T. Bouwmans
A. Sobral
62
0
0
17 Apr 2021
Aligning Latent and Image Spaces to Connect the Unconnectable
Aligning Latent and Image Spaces to Connect the Unconnectable
Ivan Skorokhodov
Grigorii Sotnikov
Mohamed Elhoseiny
DiffM
58
80
0
14 Apr 2021
VTGAN: Semi-supervised Retinal Image Synthesis and Disease Prediction
  using Vision Transformers
VTGAN: Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers
Sharif Amit Kamran
Khondker Fariha Hossain
Alireza Tavakkoli
S. Zuckerbrod
S. Baker
ViTMedIm
84
56
0
14 Apr 2021
IMAGINE: Image Synthesis by Image-Guided Model Inversion
IMAGINE: Image Synthesis by Image-Guided Model Inversion
Pei Wang
Yijun Li
Krishna Kumar Singh
Jingwan Lu
Nuno Vasconcelos
DiffM
52
29
0
13 Apr 2021
Drafting and Revision: Laplacian Pyramid Network for Fast High-Quality
  Artistic Style Transfer
Drafting and Revision: Laplacian Pyramid Network for Fast High-Quality Artistic Style Transfer
Tianwei Lin
Zhuoqi Ma
Fu Li
Dongliang He
Xin Li
Errui Ding
N. Wang
Jie Li
Xinbo Gao
116
99
0
12 Apr 2021
Boltzmann Tuning of Generative Models
Boltzmann Tuning of Generative Models
Victor Berger
Michele Sebag
50
0
0
12 Apr 2021
InfinityGAN: Towards Infinite-Pixel Image Synthesis
InfinityGAN: Towards Infinite-Pixel Image Synthesis
C. Lin
Hsin-Ying Lee
Yen-Chi Cheng
Sergey Tulyakov
Ming-Hsuan Yang
101
71
0
08 Apr 2021
Strumming to the Beat: Audio-Conditioned Contrastive Video Textures
Strumming to the Beat: Audio-Conditioned Contrastive Video Textures
Medhini Narasimhan
Shiry Ginosar
Andrew Owens
Alexei A. Efros
Trevor Darrell
DiffM
42
16
0
06 Apr 2021
The Spatially-Correlative Loss for Various Image Translation Tasks
The Spatially-Correlative Loss for Various Image Translation Tasks
Chuanxia Zheng
Tat-Jen Cham
Jianfei Cai
82
121
0
02 Apr 2021
Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis
Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis
Ajay Jain
Matthew Tancik
Pieter Abbeel
160
504
0
01 Apr 2021
Video-Specific Autoencoders for Exploring, Editing and Transmitting
  Videos
Video-Specific Autoencoders for Exploring, Editing and Transmitting Videos
Kevin Wang
Deva Ramanan
Aayush Bansal
VGen
39
1
0
31 Mar 2021
GNeRF: GAN-based Neural Radiance Field without Posed Camera
GNeRF: GAN-based Neural Radiance Field without Posed Camera
Quan Meng
Anpei Chen
Haimin Luo
Minye Wu
Hao Su
Lan Xu
Xuming He
Jingyi Yu
106
203
0
29 Mar 2021
Drop the GAN: In Defense of Patches Nearest Neighbors as Single Image
  Generative Models
Drop the GAN: In Defense of Patches Nearest Neighbors as Single Image Generative Models
Niv Granot
Ben Feinstein
Assaf Shocher
Shai Bagon
Michal Irani
DiffMVLM
102
61
0
29 Mar 2021
Training a Task-Specific Image Reconstruction Loss
Training a Task-Specific Image Reconstruction Loss
Aamir Mustafa
A. Mikhailiuk
Dan-Andrei Iliescu
Varun Babbar
Rafał K. Mantiuk
DRLSupR
57
23
0
26 Mar 2021
Generating Novel Scene Compositions from Single Images and Videos
Generating Novel Scene Compositions from Single Images and Videos
V. Sushko
Dan Zhang
Juergen Gall
Anna Khoreva
GAN
103
15
0
24 Mar 2021
SETGAN: Scale and Energy Trade-off GANs for Image Applications on Mobile
  Platforms
SETGAN: Scale and Energy Trade-off GANs for Image Applications on Mobile Platforms
Nitthilan Kanappan Jayakodi
J. Doppa
P. Pande
GAN
64
4
0
23 Mar 2021
Training GANs with Stronger Augmentations via Contrastive Discriminator
Training GANs with Stronger Augmentations via Contrastive Discriminator
Jongheon Jeong
Jinwoo Shin
93
65
0
17 Mar 2021
Unsupervised Image Transformation Learning via Generative Adversarial
  Networks
Unsupervised Image Transformation Learning via Generative Adversarial Networks
Kaiwen Zha
Yujun Shen
Bolei Zhou
GAN
41
0
0
13 Mar 2021
Internal Wasserstein Distance for Adversarial Attack and Defense
Internal Wasserstein Distance for Adversarial Attack and Defense
Jincheng Li
Shuhai Zhang
Jingyun Liang
Jian Chen
Mingkui Tan
Yang Xiang
AAML
80
4
0
13 Mar 2021
VDSM: Unsupervised Video Disentanglement with State-Space Modeling and
  Deep Mixtures of Experts
VDSM: Unsupervised Video Disentanglement with State-Space Modeling and Deep Mixtures of Experts
M. Vowels
Necati Cihan Camgöz
Richard Bowden
CoGe
87
8
0
12 Mar 2021
MOGAN: Morphologic-structure-aware Generative Learning from a Single
  Image
MOGAN: Morphologic-structure-aware Generative Learning from a Single Image
Jinshu Chen
Qihui Xu
Q. Kang
Mengchu Zhou
GAN
87
17
0
04 Mar 2021
Sparsity Aware Normalization for GANs
Sparsity Aware Normalization for GANs
I. Kligvasser
T. Michaeli
GAN
81
6
0
03 Mar 2021
Generative Modelling of BRDF Textures from Flash Images
Generative Modelling of BRDF Textures from Flash Images
Philipp Henzler
Valentin Deschaintre
Niloy J. Mitra
Tobias Ritschel
3DV
93
67
0
23 Feb 2021
Adversarial Shape Learning for Building Extraction in VHR Remote Sensing
  Images
Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images
L. Ding
Hao Tang
Yahui Liu
Yilei Shi
Xiaoxiang Zhu
Lorenzo Bruzzone
3DPCGAN
100
45
0
22 Feb 2021
Computationally Efficient Multiscale Neural Networks Applied To Fluid
  Flow In Complex 3D Porous Media
Computationally Efficient Multiscale Neural Networks Applied To Fluid Flow In Complex 3D Porous Media
Javier E. Santos
Ying Yin
H. Jo
Wen Pan
Q. Kang
Hari S. Viswanathan
M. Prodanović
Michael J. Pyrcz
Nicholas Lubbers
AI4CE
33
0
0
10 Feb 2021
Diverse Single Image Generation with Controllable Global Structure
Diverse Single Image Generation with Controllable Global Structure
Sutharsan Mahendren
Chamira U. S. Edussooriya
Ranga Rodrigo
101
9
0
09 Feb 2021
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