SinGAN: Learning a Generative Model from a Single Natural Image

2 May 2019

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

50 / 166 papers shown

Title
Structure First Detail Next: Image Inpainting with Pyramid Generator Shuyi Qu Zhenxing Niu Kaizhu Huang Jianke Zhu M. Protter Gadi Zimerman Yinghui Xu 18 4 0 16 Jun 2021
SinIR: Efficient General Image Manipulation with Single Image Reconstruction Jihyeong Yoo Qifeng Chen 24 23 0 14 Jun 2021
Catch-A-Waveform: Learning to Generate Audio from a Single Short Example Gal Greshler Tamar Rott Shaham T. Michaeli 18 25 0 11 Jun 2021
Learning to See by Looking at Noise Manel Baradad Jonas Wulff Tongzhou Wang Phillip Isola Antonio Torralba 28 89 0 10 Jun 2021
Post-Training Sparsity-Aware Quantization Gil Shomron F. Gabbay Samer Kurzum U. Weiser MQ 39 33 0 23 May 2021
Semantic Relation Preserving Knowledge Distillation for Image-to-Image Translation Zeqi Li R. Jiang P. Aarabi GAN VLM 30 28 0 30 Apr 2021
DriveGAN: Towards a Controllable High-Quality Neural Simulation S. Kim Jonah Philion Antonio Torralba Sanja Fidler 24 109 0 30 Apr 2021
Image Inpainting with External-internal Learning and Monochromic Bottleneck Tengfei Wang Hao Ouyang Qifeng Chen 49 55 0 19 Apr 2021
InfinityGAN: Towards Infinite-Pixel Image Synthesis C. Lin Hsin-Ying Lee Yen-Chi Cheng Sergey Tulyakov Ming-Hsuan Yang 36 70 0 08 Apr 2021
The Spatially-Correlative Loss for Various Image Translation Tasks Chuanxia Zheng Tat-Jen Cham Jianfei Cai 30 116 0 02 Apr 2021
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 41 199 0 29 Mar 2021
Drop the GAN: In Defense of Patches Nearest Neighbors as Single Image Generative Models Niv Granot Ben Feinstein Assaf Shocher Shai Bagon Michal Irani DiffM VLM 32 58 0 29 Mar 2021
SETGAN: Scale and Energy Trade-off GANs for Image Applications on Mobile Platforms Nitthilan Kanappan Jayakodi J. Doppa P. Pande GAN 30 4 0 23 Mar 2021
Training GANs with Stronger Augmentations via Contrastive Discriminator Jongheon Jeong Jinwoo Shin 30 65 0 17 Mar 2021
MOGAN: Morphologic-structure-aware Generative Learning from a Single Image Jinshu Chen Qihui Xu Q. Kang Mengchu Zhou GAN 30 16 0 04 Mar 2021
Generative Modelling of BRDF Textures from Flash Images Philipp Henzler Valentin Deschaintre Niloy J. Mitra Tobias Ritschel 3DV 22 66 0 23 Feb 2021
Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images L. Ding H. Tang Yahui Liu Yilei Shi Xiaoxiang Zhu Lorenzo Bruzzone 3DPC GAN 26 44 0 22 Feb 2021
GAN Inversion: A Survey Weihao Xia Yulun Zhang Yujiu Yang Jing-Hao Xue Bolei Zhou Ming-Hsuan Yang DiffM 65 507 0 14 Jan 2021
RV-GAN: Segmenting Retinal Vascular Structure in Fundus Photographs using a Novel Multi-scale Generative Adversarial Network Sharif Amit Kamran Khondker Fariha Hossain Alireza Tavakkoli S. Zuckerbrod K. Sanders S. Baker GAN MedIm 35 75 0 03 Jan 2021
Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image Andrew Liu Richard Tucker Varun Jampani A. Makadia Noah Snavely Angjoo Kanazawa VGen 42 157 0 17 Dec 2020
Artificial Dummies for Urban Dataset Augmentation Antonín Vobecký David Hurych Michal Uřičář P. Pérez Josef Sivic 3DH 21 15 0 15 Dec 2020
Geometry Enhancements from Visual Content: Going Beyond Ground Truth Liran Azaria D. Raviv MDE 27 0 0 15 Dec 2020
Positional Encoding as Spatial Inductive Bias in GANs Rui Xu Xintao Wang Kai-xiang Chen Bolei Zhou Chen Change Loy GAN 27 89 0 09 Dec 2020
GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution Kelvin C. K. Chan Xintao Wang Xiangyu Xu Liang Feng Chen Change Loy 51 250 0 01 Dec 2020
HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms Mahmoud Afifi Marcus A. Brubaker M. S. Brown GAN 35 105 0 23 Nov 2020
Multi-Plane Program Induction with 3D Box Priors Yikai Li Jiayuan Mao Xiuming Zhang Bill Freeman J. Tenenbaum Noah Snavely Jiajun Wu 18 17 0 19 Nov 2020
Wavelet Flow: Fast Training of High Resolution Normalizing Flows Jason J. Yu Konstantinos G. Derpanis Marcus A. Brubaker TPM 32 41 0 26 Oct 2020
Few-Shot Adaptation of Generative Adversarial Networks Esther Robb Wen-Sheng Chu Abhishek Kumar Jia-Bin Huang 35 99 0 22 Oct 2020
Blind Video Temporal Consistency via Deep Video Prior Chenyang Lei Yazhou Xing Qifeng Chen 37 110 0 22 Oct 2020
One Model to Reconstruct Them All: A Novel Way to Use the Stochastic Noise in StyleGAN Christian Bartz Joseph Bethge Haojin Yang Christoph Meinel 19 16 0 21 Oct 2020
Generating Adversarial yet Inconspicuous Patches with a Single Image Jinqi Luo Tao Bai Jun Zhao AAML 27 6 0 21 Sep 2020
Super Resolution of Arterial Spin Labeling MR Imaging Using Unsupervised Multi-Scale Generative Adversarial Network Jianan Cui Kuang Gong P. Han Huafeng Liu Quanzheng Li MedIm 6 0 0 14 Sep 2020
Dual Attention GANs for Semantic Image Synthesis H. Tang S. Bai N. Sebe 21 82 0 29 Aug 2020
Bipartite Graph Reasoning GANs for Person Image Generation H. Tang S. Bai Philip Torr N. Sebe 32 58 0 10 Aug 2020
Generative Adversarial Networks for Image and Video Synthesis: Algorithms and Applications Xuan Li Xun Huang Jiahui Yu Ting-Chun Wang Arun Mallya GAN 30 153 0 06 Aug 2020
Contrastive Learning for Unpaired Image-to-Image Translation Taesung Park Alexei A. Efros Richard Y. Zhang Jun-Yan Zhu SSL 36 1,190 0 30 Jul 2020
Remix: Rebalanced Mixup Hsin-Ping Chou Shih-Chieh Chang Jia-Yu Pan Wei Wei Da-Cheng Juan 36 231 0 08 Jul 2020
Learning to Generate Novel Domains for Domain Generalization Kaiyang Zhou Yongxin Yang Timothy M. Hospedales Tao Xiang OOD 28 445 0 07 Jul 2020
Guided Fine-Tuning for Large-Scale Material Transfer Valentin Deschaintre G. Drettakis Adrien Bousseau DiffM 3DV 30 52 0 06 Jul 2020
Swapping Autoencoder for Deep Image Manipulation Taesung Park Jun-Yan Zhu Oliver Wang Jingwan Lu Eli Shechtman Alexei A. Efros Richard Y. Zhang 25 332 0 01 Jul 2020
Deep Geometric Texture Synthesis Amir Hertz Rana Hanocka Raja Giryes Daniel Cohen-Or GAN 3DV 22 69 0 30 Jun 2020
SRFlow: Learning the Super-Resolution Space with Normalizing Flow Andreas Lugmayr Martin Danelljan Luc Van Gool Radu Timofte SupR DRL 23 356 0 25 Jun 2020
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
Latent Video Transformer Ruslan Rakhimov Denis Volkhonskiy Alexey Artemov Denis Zorin Evgeny Burnaev VGen 33 118 0 18 Jun 2020
Nested Scale Editing for Conditional Image Synthesis Lingzhi Zhang Jiancong Wang Yinshuang Xu Jie Min Tarmily Wen J. Gee Jianbo Shi DiffM 24 3 0 03 Jun 2020
Fundus2Angio: A Conditional GAN Architecture for Generating Fluorescein Angiography Images from Retinal Fundus Photography Sharif Amit Kamran Khondker Fariha Hossain Alireza Tavakkoli S. Zuckerbrod Salah A. Baker Kenton M. Sanders MedIm GAN 27 25 0 11 May 2020
Mimicry: Towards the Reproducibility of GAN Research Kwot Sin Lee C. Town OffRL 23 28 0 05 May 2020
Interactive Video Stylization Using Few-Shot Patch-Based Training Ondrej Texler David Futschik Michal Kučera Ondrej Jamriska Sárka Sochorová Menglei Chai Sergey Tulyakov Daniel Sýkora VGen 14 80 0 29 Apr 2020
SESAME: Semantic Editing of Scenes by Adding, Manipulating or Erasing Objects Evangelos Ntavelis Andrés Romero I. Kastanis Luc Van Gool Radu Timofte VLM 26 75 0 10 Apr 2020
State of the Art on Neural Rendering A. Tewari Ohad Fried Justus Thies Vincent Sitzmann Stephen Lombardi ... Christian Theobalt Maneesh Agrawala Eli Shechtman Dan B. Goldman Michael Zollhöfer 3DH 3DV 39 466 0 08 Apr 2020