Customizing Text-to-Image Models with a Single Image Pair

Customizing Text-to-Image Models with a Single Image Pair

ACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2024

2 May 2024

ArXiv (abs)PDF HTML HuggingFace (23 upvotes)

Papers citing "Customizing Text-to-Image Models with a Single Image Pair"

14 / 14 papers shown

Title
SCEESR: Semantic-Control Edge Enhancement for Diffusion-Based Super-Resolution Yun Kai Zhuang DiffM 85 0 0 22 Oct 2025
Learning an Image Editing Model without Image Editing Pairs Nupur Kumari Sheng-Yu Wang Nanxuan Zhao Yotam Nitzan Yuheng Li Krishna Kumar Singh Richard Zhang Eli Shechtman Jun-Yan Zhu Xun Huang DiffM 253 2 0 16 Oct 2025
Stencil: Subject-Driven Generation with Context GuidanceInternational Conference on Information Photonics (ICIP), 2025 Gordon Chen Ziqi Huang Cheston Tan Ziwei Liu DiffM 110 0 0 21 Sep 2025
Steering Guidance for Personalized Text-to-Image Diffusion Models S. Park Seokeon Choi Hyoungwoo Park Sungrack Yun 148 1 0 01 Aug 2025
PairEdit: Learning Semantic Variations for Exemplar-based Image Editing Haoguang Lu Jiacheng Chen Zhenguo Yang Aurele Tohokantche Gnanha Fu Lee Wang Li Qing Xudong Mao DiffM 271 1 0 09 Jun 2025
DuoLoRA : Cycle-consistent and Rank-disentangled Content-Style Personalization Aniket Roy Shubhankar Borse Shreya Kadambi Debasmit Das Shweta Mahajan ... Hyojin Park Ankita Nayak Rama Chellappa Munawar Hayat Fatih Porikli MoMe 233 3 0 15 Apr 2025
ConsisLoRA: Enhancing Content and Style Consistency for LoRA-based Style Transfer Bolin Chen Baoquan Zhao H. Xie Yi Cai Qing Li Xudong Mao DiffM 222 6 0 13 Mar 2025
Attention Distillation: A Unified Approach to Visual Characteristics TransferComputer Vision and Pattern Recognition (CVPR), 2025 Yang Zhou Xu Gao Zichong Chen Hui Huang DiffM 232 20 0 27 Feb 2025
Dynamic Concepts Personalization from Single Videos Rameen Abdal Or Patashnik Ivan Skorokhodov Willi Menapace Aliaksandr Siarohin Sergey Tulyakov Daniel Cohen-Or Kfir Aberman DiffM VGen 246 7 0 21 Feb 2025
Multi-subject Open-set Personalization in Video GenerationComputer Vision and Pattern Recognition (CVPR), 2025 Tsai-Shien Chen Aliaksandr Siarohin Willi Menapace Yuwei Fang Kwot Sin Lee Ivan Skorokhodov Kfir Aberman Jun-Yan Zhu Ming-Hsuan Yang Sergey Tulyakov DiffM VGen 508 36 0 10 Jan 2025
Nested Attention: Semantic-aware Attention Values for Concept Personalization Or Patashnik Rinon Gal Daniil Ostashev Sergey Tulyakov Kfir Aberman Daniel Cohen-Or DiffM 276 15 0 03 Jan 2025
A Survey on Personalized Content Synthesis with Diffusion ModelsMachine Intelligence Research (MIR), 2024 Xu-Lu Zhang Xiao Wei Wengyu Zhang Jinlin Wu Jiaxin Wu Zhen Lei Zhaoxiang Zhang Zhen Lei Qing Li EGVM 480 30 0 09 May 2024
Just Say the Name: Online Continual Learning with Category Names Only via Data Generation Minhyuk Seo Diganta Misra Seongwon Cho Minjae Lee Jonghyun Choi CLL 328 12 0 16 Mar 2024
SINE: SINgle Image Editing with Text-to-Image Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Zhixing Zhang Ligong Han Arna Ghosh Dimitris N. Metaxas Jian Ren DiffM 401 179 0 08 Dec 2022