Few-shot Image Generation with Diffusion Models

7 November 2022

Papers citing "Few-shot Image Generation with Diffusion Models"

23 / 23 papers shown

Title
DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning Yuxuan Duan Y. Hong Bo Zhang Jun Lan Huijia Zhu Weiqiang Wang Jianfu Zhang Li Niu L. Zhang DiffM 41 0 0 07 Nov 2024
Few-Shot Image Generation by Conditional Relaxing Diffusion Inversion Yu Cao Shaogang Gong DiffM 26 2 0 09 Jul 2024
Transfer Learning for Diffusion Models Yidong Ouyang Liyan Xie Hongyuan Zha Guang Cheng DiffM 55 2 0 27 May 2024
Conditional Distribution Modelling for Few-Shot Image Synthesis with Diffusion Models Parul Gupta Munawar Hayat Abhinav Dhall Thanh-Toan Do DiffM 40 1 0 25 Apr 2024
Phasic Content Fusing Diffusion Model with Directional Distribution Consistency for Few-Shot Model Adaption Teng Hu Jiangning Zhang L. Liu Ran Yi Siqi Kou Haokun Zhu Xu Chen Yabiao Wang Chengjie Wang Lizhuang Ma DiffM 31 11 0 07 Sep 2023
Efficient Transfer Learning in Diffusion Models via Adversarial Noise Xiyu Wang Baijiong Lin Daochang Liu Chang Xu DiffM 20 3 0 23 Aug 2023
Image Synthesis under Limited Data: A Survey and Taxonomy Mengping Yang Zhe Wang 28 8 0 31 Jul 2023
A Survey on Generative Modeling with Limited Data, Few Shots, and Zero Shot Milad Abdollahzadeh Touba Malekzadeh Christopher T. H. Teo Keshigeyan Chandrasegaran Guimeng Liu Ngai-man Cheung VLM MedIm 30 21 0 26 Jul 2023
On the Design Fundamentals of Diffusion Models: A Survey Ziyi Chang G. Koulieris Hubert P. H. Shum DiffM 21 50 0 07 Jun 2023
Few-shot 3D Shape Generation Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 26 1 0 19 May 2023
Forget-Me-Not: Learning to Forget in Text-to-Image Diffusion Models Eric Zhang Kai Wang Xingqian Xu Zhangyang Wang Humphrey Shi DiffM 31 169 0 30 Mar 2023
Targeted Image Reconstruction by Sampling Pre-trained Diffusion Model Jiageng Zheng DiffM 17 2 0 18 Jan 2023
The Euclidean Space is Evil: Hyperbolic Attribute Editing for Few-shot Image Generation Ling Li Yi Zhang Shuhui Wang 16 10 0 22 Nov 2022
Few-shot Image Generation via Adaptation-Aware Kernel Modulation Yunqing Zhao Keshigeyan Chandrasegaran Milad Abdollahzadeh Ngai-man Cheung 63 42 0 29 Oct 2022
Few-shot Image Generation via Masked Discrimination Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan 19 12 0 27 Oct 2022
Few-Shot Diffusion Models Giorgio Giannone Didrik Nielsen Ole Winther DiffM 165 49 0 30 May 2022
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 163 768 0 27 May 2022
Flexible Diffusion Modeling of Long Videos William Harvey Saeid Naderiparizi Vaden Masrani Christian Weilbach Frank D. Wood DiffM BDL VGen 167 284 0 23 May 2022
Decoder Denoising Pretraining for Semantic Segmentation Emmanuel B. Asiedu Simon Kornblith Ting Chen Niki Parmar Matthias Minderer Mohammad Norouzi AI4CE 169 26 0 23 May 2022
A Conditional Point Diffusion-Refinement Paradigm for 3D Point Cloud Completion Zhaoyang Lyu Zhifeng Kong Xudong Xu Liang Pan Dahua Lin DiffM BDL 203 95 0 07 Dec 2021
Label-Efficient Semantic Segmentation with Diffusion Models Dmitry Baranchuk Ivan Rubachev A. Voynov Valentin Khrulkov Artem Babenko DiffM VLM 187 508 0 06 Dec 2021
Diffusion Probabilistic Models for 3D Point Cloud Generation Shitong Luo Wei Hu 3DPC 164 711 0 02 Mar 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018