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 / 85 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 77 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 76 1 0 18 Dec 2024
On Synthetic Texture Datasets: Challenges, Creation, and Curation Blaine Hoak Patrick D. McDaniel EGVM 56 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 37 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 28 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 27 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 31 0 0 30 May 2024
Semantic Guided Large Scale Factor Remote Sensing Image Super-resolution with Generative Diffusion Prior Ce Wang Wanjie Sun DiffM 35 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 33 78 0 29 Jan 2024
CCNETS: A Novel Brain-Inspired Approach for Enhanced Pattern Recognition in Imbalanced Datasets Hanbeot Park Yunjeong Cho Hoon-Hee Kim 8 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 19 5 0 27 Dec 2023
Deep Internal Learning: Deep Learning from a Single Input Tom Tirer Raja Giryes Se Young Chun Yonina C. Eldar 21 3 0 12 Dec 2023
Mitigating Perspective Distortion-induced Shape Ambiguity in Image Crops Aditya Prakash Arjun Gupta Saurabh Gupta 19 3 0 11 Dec 2023
Nepotistically Trained Generative-AI Models Collapse Matyáš Boháček Hany Farid 30 17 0 20 Nov 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 19 0 0 17 Sep 2023
Simultaneous temperature estimation and nonuniformity correction from multiple frames N. Oz O. Berman N. Sochen David Mendelovich I. Klapp 13 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 16 2 0 20 Jul 2023
Text-to-image Editing by Image Information Removal Zhongping Zhang Jian Zheng Jacob Zhiyuan Fang Bryan A. Plummer DiffM 16 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 10 24 0 27 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 Jinwei Gu Chen Change Loy 24 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 9 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 22 176 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 42 169 0 30 Mar 2023
Texturize a GAN Using a Single Image Pengda Xiang Sitao Xiang Yajie Zhao GAN 28 0 0 21 Feb 2023
Redes Generativas Adversarias (GAN) Fundamentos Teóricos y Aplicaciones J. D. L. Torre GAN 13 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 15 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 19 5 0 04 Feb 2023
GAN-Based Object Removal in High-Resolution Satellite Images Hadi Mansourifar S. Simske GAN 13 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 51 153 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 23 12 0 30 Nov 2022
SinDDM: A Single Image Denoising Diffusion Model Vladimir Kulikov Shahar Yadin Matan Kleiner T. Michaeli DiffM 16 76 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 23 12 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 12 49 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 28 180 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 24 3 0 27 Oct 2022
SinGRAV: Learning a Generative Radiance Volume from a Single Natural Scene Yujie Wang Xuelin Chen Baoquan Chen 11 10 0 03 Oct 2022
One-Shot Synthesis of Images and Segmentation Masks V. Sushko Dan Zhang Juergen Gall Anna Khoreva 17 5 0 15 Sep 2022
Facial Expression Translation using Landmark Guided GANs Hao Tang N. Sebe CVBM 16 3 0 05 Sep 2022
Semantic Self-adaptation: Enhancing Generalization with a Single Sample Sherwin Bahmani Oliver Hahn Eduard Zamfir Nikita Araslanov Daniel Cremers Stefan Roth OOD TTA VLM 17 6 0 10 Aug 2022
HyperNST: Hyper-Networks for Neural Style Transfer Dan Ruta Andrew Gilbert Saeid Motiian Baldo Faieta Zhe-nan Lin John Collomosse 25 7 0 09 Aug 2022
Learning to Generate 3D Shapes from a Single Example Rundi Wu Changxi Zheng GAN 3DV 10 32 0 05 Aug 2022
GLEAN: Generative Latent Bank for Image Super-Resolution and Beyond Kelvin C. K. Chan Xiangyu Xu Xintao Wang Jinwei Gu Chen Change Loy 23 22 0 29 Jul 2022
InfiniteNature-Zero: Learning Perpetual View Generation of Natural Scenes from Single Images Zhengqi Li Qianqian Wang Noah Snavely Angjoo Kanazawa VGen 22 59 0 22 Jul 2022
Deep Semantic Statistics Matching (D2SM) Denoising Network Kangfu Mei Vishal M. Patel Rui Huang DiffM 13 8 0 19 Jul 2022
BlobGAN: Spatially Disentangled Scene Representations Dave Epstein Taesung Park Richard Y. Zhang Eli Shechtman Alexei A. Efros GAN SSL OCL 22 42 0 05 May 2022
OSSGAN: Open-Set Semi-Supervised Image Generation Kai Katsumata D. Vo Hideki Nakayama VLM GAN 13 5 0 29 Apr 2022
SinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single Image Dejia Xu Yifan Jiang Peihao Wang Zhiwen Fan Humphrey Shi Zhangyang Wang 18 187 0 02 Apr 2022
Generating natural images with direct Patch Distributions Matching Ariel Elnekave Yair Weiss GAN 25 24 0 22 Mar 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 22 30,040 0 01 Mar 2022