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
Realistic Noise Synthesis with Diffusion Models Qi Wu Mingyan Han Ting Jiang Chengzhi Jiang B. Zeng Man Jiang Haoqiang Fan Shuaicheng Liu DiffM 88 1 0 03 Jan 2025
MMO-IG: Multi-Class and Multi-Scale Object Image Generation for Remote Sensing Chuang Yang Bingxuan Zhao Qing Zhou Qi Wang 83 1 0 18 Dec 2024
On Synthetic Texture Datasets: Challenges, Creation, and Curation Blaine Hoak Patrick McDaniel EGVM 73 0 0 16 Sep 2024
DECOLLAGE: 3D Detailization by Controllable, Localized, and Learned Geometry Enhancement Qimin Chen Zhiqin Chen Vladimir G. Kim Noam Aigerman Hao Zhang Siddhartha Chaudhuri 50 3 0 10 Sep 2024
Multiscale Sliced Wasserstein Distances as Perceptual Color Difference Measures Jiaqi He Zhihua Wang Leon Wang Tsein-I Liu Yuming Fang Qilin Sun Kede Ma 35 2 0 14 Jul 2024
Lightening Anything in Medical Images Ben Fei Yixuan Li Weidong Yang Hengjun Gao Jingyi Xu Lipeng Ma Yatian Yang Pinghong Zhou MedIm 44 2 0 01 Jun 2024
Mitigating annotation shift in cancer classification using single image generative models Marta Buetas Arcas Richard Osuala Karim Lekadir Oliver Díaz 41 0 0 30 May 2024
Semantic Guided Large Scale Factor Remote Sensing Image Super-resolution with Generative Diffusion Prior Ce Wang Wanjie Sun DiffM 47 4 0 11 May 2024
Motion-I2V: Consistent and Controllable Image-to-Video Generation with Explicit Motion Modeling Xiaoyu Shi Zhaoyang Huang Fu-Yun Wang Weikang Bian Dasong Li ... Ka Chun Cheung Simon See Hongwei Qin Jifeng Da Hongsheng Li VGen DiffM 43 81 0 29 Jan 2024
CCNETS: A Novel Brain-Inspired Approach for Enhanced Pattern Recognition in Imbalanced Datasets Hanbeot Park Yunjeong Cho Hoon-Hee Kim 19 0 0 07 Jan 2024
Learning from small data sets: Patch-based regularizers in inverse problems for image reconstruction Moritz Piening Fabian Altekrüger J. Hertrich Paul Hagemann Andrea Walther Gabriele Steidl 29 6 0 27 Dec 2023
Deep Internal Learning: Deep Learning from a Single Input Tom Tirer Raja Giryes Se Young Chun Yonina C. Eldar 34 3 0 12 Dec 2023
Mitigating Perspective Distortion-induced Shape Ambiguity in Image Crops Aditya Prakash Arjun Gupta Saurabh Gupta 26 3 0 11 Dec 2023
Nepotistically Trained Generative-AI Models Collapse Matyáš Boháček Hany Farid 51 18 0 20 Nov 2023
DeepIron: Predicting Unwarped Garment Texture from a Single Image Hyun-Song Kwon Sung-Hee Lee 3DH 36 2 0 24 Oct 2023
AI-Generated Images as Data Source: The Dawn of Synthetic Era Zuhao Yang Fangneng Zhan Kunhao Liu Muyu Xu Shijian Lu EGVM 31 18 0 03 Oct 2023
Image-level supervision and self-training for transformer-based cross-modality tumor segmentation Malo de Boisredon Eugene Vorontsov W. Le Samuel Kadoury MedIm ViT 27 0 0 17 Sep 2023
Image Synthesis under Limited Data: A Survey and Taxonomy Mengping Yang Zhe Wang 28 8 0 31 Jul 2023
Simultaneous temperature estimation and nonuniformity correction from multiple frames N. Oz O. Berman N. Sochen David Mendelovich I. Klapp 24 1 0 23 Jul 2023
Joint one-sided synthetic unpaired image translation and segmentation for colorectal cancer prevention Enric Moreu Eric Arazo Kevin McGuinness Noel E. O'Connor MedIm 37 2 0 20 Jul 2023
Text-to-image Editing by Image Information Removal Zhongping Zhang Jian Zheng Jacob Zhiyuan Fang Bryan A. Plummer DiffM 26 12 0 27 May 2023
Towards Consistent Video Editing with Text-to-Image Diffusion Models Zicheng Zhang Bonan li Xuecheng Nie Congying Han Tiande Guo Luoqi Liu DiffM 20 24 0 27 May 2023
A Dive into SAM Prior in Image Restoration Zeyu Xiao Jiawang Bai Zhihe Lu Zhiwei Xiong 29 16 0 23 May 2023
Generating Aligned Pseudo-Supervision from Non-Aligned Data for Image Restoration in Under-Display Camera Ruicheng Feng Chongyi Li Huaijin Chen Shuai Li Liang Feng Chen Change Loy 29 20 0 12 Apr 2023
EKILA: Synthetic Media Provenance and Attribution for Generative Art Kar Balan S. Agarwal Simon Jenni Andy Parsons Andrew Gilbert John Collomosse 27 12 0 10 Apr 2023
Generative Diffusion Prior for Unified Image Restoration and Enhancement Ben Fei Zhaoyang Lyu Liang Pan Junzhe Zhang Weidong Yang Tian-jian Luo Bo-Wen Zhang Bo Dai DiffM 37 177 0 03 Apr 2023
Forget-Me-Not: Learning to Forget in Text-to-Image Diffusion Models Eric Zhang Kai Wang Xingqian Xu Zhangyang Wang Humphrey Shi DiffM 46 175 0 30 Mar 2023
Graph Transformer GANs for Graph-Constrained House Generation H. Tang Zhenyu Zhang Humphrey Shi Bo-wen Li Lin Shao N. Sebe Radu Timofte Luc Van Gool 46 19 0 14 Mar 2023
Joint Learning of Blind Super-Resolution and Crack Segmentation for Realistic Degraded Images Yuki Kondo Norimichi Ukita SupR 24 8 0 24 Feb 2023
Texturize a GAN Using a Single Image Pengda Xiang Sitao Xiang Yajie Zhao GAN 28 0 0 21 Feb 2023
Simple U-net Based Synthetic Polyp Image Generation: Polyp to Negative and Negative to Polyp H. Qadir I. Balasingham Younghak Shin MedIm 13 6 0 20 Feb 2023
Redes Generativas Adversarias (GAN) Fundamentos Teóricos y Aplicaciones J. D. L. Torre GAN 26 1 0 18 Feb 2023
Toward Extremely Lightweight Distracted Driver Recognition With Distillation-Based Neural Architecture Search and Knowledge Transfer Dichao Liu T. Yamasaki Yu Wang K. Mase Jien Kato 23 27 0 09 Feb 2023
This Intestine Does Not Exist: Multiscale Residual Variational Autoencoder for Realistic Wireless Capsule Endoscopy Image Generation Dimitrios E. Diamantis Panagiota Gatoula Anastasios Koulaouzidis D. Iakovidis MedIm 33 5 0 04 Feb 2023
A geometrically aware auto-encoder for multi-texture synthesis Pierrick Chatillon Y. Gousseau S. Lefebvre 3DV 19 4 0 03 Feb 2023
GAN-Based Object Removal in High-Resolution Satellite Images Hadi Mansourifar S. Simske GAN 24 3 0 24 Jan 2023
Seeing a Rose in Five Thousand Ways Yunzhi Zhang Shangzhe Wu Noah Snavely Jiajun Wu 24 10 0 09 Dec 2022
SINE: SINgle Image Editing with Text-to-Image Diffusion Models Zhixing Zhang Ligong Han Arna Ghosh Dimitris N. Metaxas Jian Ren DiffM 51 154 0 08 Dec 2022
SinGRAF: Learning a 3D Generative Radiance Field for a Single Scene Minjung Son Jeong Joon Park Leonidas J. Guibas Gordon Wetzstein 27 12 0 30 Nov 2022
Adaptive adversarial training method for improving multi-scale GAN based on generalization bound theory Jin-Lin Tang B. Tao Zeyu Gong Zhoupin Yin AI4CE 34 1 0 30 Nov 2022
SinDDM: A Single Image Denoising Diffusion Model Vladimir Kulikov Shahar Yadin Matan Kleiner T. Michaeli DiffM 20 77 0 29 Nov 2022
3inGAN: Learning a 3D Generative Model from Images of a Self-similar Scene Animesh Karnewar Oliver Wang Tobias Ritschel Niloy Mitra 30 12 0 27 Nov 2022
Neural Font Rendering Daniel Anderson Ariel Shamir Ohad Fried GAN AI4CE 17 1 0 27 Nov 2022
SinDiffusion: Learning a Diffusion Model from a Single Natural Image Weilun Wang Jianmin Bao Wen-gang Zhou Dongdong Chen Dong Chen Lu Yuan Houqiang Li DiffM 22 49 0 22 Nov 2022
DiffDreamer: Towards Consistent Unsupervised Single-view Scene Extrapolation with Conditional Diffusion Models Shengqu Cai E. R. Chan Songyou Peng Mohamad Shahbazi Anton Obukhov Luc Van Gool Gordon Wetzstein DiffM 34 33 0 22 Nov 2022
Versatile Diffusion: Text, Images and Variations All in One Diffusion Model Xingqian Xu Zhangyang Wang Eric Zhang Kai Wang Humphrey Shi DiffM 41 183 0 15 Nov 2022
ScoreMix: A Scalable Augmentation Strategy for Training GANs with Limited Data Jie Cao Mandi Luo Junchi Yu Mingmin Yang Ran He 35 4 0 27 Oct 2022
GAN-based Facial Attribute Manipulation Yunfan Liu Qi Li Qiyao Deng Zhen Sun Mingcong Yang CVBM 54 29 0 23 Oct 2022
SinGRAV: Learning a Generative Radiance Volume from a Single Natural Scene Yujie Wang Xuelin Chen Baoquan Chen 21 10 0 03 Oct 2022
MAGIC: Mask-Guided Image Synthesis by Inverting a Quasi-Robust Classifier Mozhdeh Rouhsedaghat Masoud Monajatipoor C.-C. Jay Kuo I. Masi 37 6 0 23 Sep 2022