Taming Encoder for Zero Fine-tuning Image Customization with Text-to-Image Diffusion Models

5 April 2023

Papers citing "Taming Encoder for Zero Fine-tuning Image Customization with Text-to-Image Diffusion Models"

50 / 95 papers shown

Title
RefVNLI: Towards Scalable Evaluation of Subject-driven Text-to-image Generation Aviv Slobodkin Hagai Taitelbaum Yonatan Bitton Brian Gordon Michal Sokolik ... Almog Gueta Royi Rassin Itay Laish Dani Lischinski Idan Szpektor EGVM VGen 43 0 0 24 Apr 2025
Personalized Text-to-Image Generation with Auto-Regressive Models Kaiyue Sun Xian Liu Yao Teng Xihui Liu 38 0 0 17 Apr 2025
Flux Already Knows -- Activating Subject-Driven Image Generation without Training Hao Kang Stathi Fotiadis Liming Jiang Qing Yan Yumin Jia Zichuan Liu Min Jin Chong Xin Lu 40 0 0 12 Apr 2025
Fine-Tuning Visual Autoregressive Models for Subject-Driven Generation Jiwoo Chung Sangeek Hyun Hyunjun Kim Eunseo Koh MinKyu Lee Jae-Pil Heo 35 0 0 03 Apr 2025
Consistent Subject Generation via Contrastive Instantiated Concepts Lee Hsin-Ying Kelvin Chan Ming Yang DiffM 95 0 0 31 Mar 2025
Single Image Iterative Subject-driven Generation and Editing Yair Shpitzer Gal Chechik Idan Schwartz 55 0 0 20 Mar 2025
Modular Customization of Diffusion Models via Blockwise-Parameterized Low-Rank Adaptation Mingkang Zhu Xi Chen Zhilin Wang Bei Yu Hengshuang Zhao Jiaya Jia MoMe 57 0 0 11 Mar 2025
DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles Rui Zhao Weijia Mao Mike Zheng Shou 68 0 0 05 Mar 2025
Nested Attention: Semantic-aware Attention Values for Concept Personalization Or Patashnik Rinon Gal Daniil Ostashev Sergey Tulyakov Kfir Aberman Daniel Cohen-Or DiffM 51 5 0 03 Jan 2025
RealCustom++: Representing Images as Real-Word for Real-Time Customization Zhendong Mao Mengqi Huang Fei Ding Mingcong Liu Qian He Xiaojun Chang DiffM 81 6 0 03 Jan 2025
DreamBlend: Advancing Personalized Fine-tuning of Text-to-Image Diffusion Models Shwetha Ram T. Neiman Qianli Feng Andrew Stuart S. D. Tran Trishul Chilimbi 77 1 0 28 Nov 2024
Edify Image: High-Quality Image Generation with Pixel Space Laplacian Diffusion Models Nvidia : Yuval Atzmon Maciej Bala Yogesh Balaji ... Ting-Chun Wang Shuran Song Fangyin Wei Yu Zeng Qinsheng Zhang 61 6 0 11 Nov 2024
How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization? Jiahua Dong Wenqi Liang Hongliu Li Duzhen Zhang Meng Cao Henghui Ding Salman Khan Fahad Shahbaz Khan DiffM 68 9 0 23 Oct 2024
DisEnvisioner: Disentangled and Enriched Visual Prompt for Customized Image Generation Jing He Haodong Li Yongzhe Hu Guibao Shen Yingjie Cai Weichao Qiu Ying-Cong Chen DiffM 32 2 0 02 Oct 2024
CusConcept: Customized Visual Concept Decomposition with Diffusion Models Zhi Xu Shaozhe Hao Kai Han DiffM 30 4 0 01 Oct 2024
Conditional Image Synthesis with Diffusion Models: A Survey Zheyuan Zhan Defang Chen Jian-Ping Mei Zhenghe Zhao Jiawei Chen Chun Chen Siwei Lyu Can Wang VLM 53 5 0 28 Sep 2024
Resolving Multi-Condition Confusion for Finetuning-Free Personalized Image Generation Qihan Huang Siming Fu Jinlong Liu Hao Jiang Yipeng Yu Jie Song 39 5 0 26 Sep 2024
Prompt Sliders for Fine-Grained Control, Editing and Erasing of Concepts in Diffusion Models Deepak Sridhar Nuno Vasconcelos DiffM 36 0 0 25 Sep 2024
Thinking Outside the BBox: Unconstrained Generative Object Compositing Gemma Canet Tarrés Zhe Lin Zhifei Zhang Jianming Zhang Yizhi Song Dan Ruta Andrew Gilbert John Collomosse Soo Ye Kim DiffM 35 9 0 06 Sep 2024
Foodfusion: A Novel Approach for Food Image Composition via Diffusion Models Chaohua Shi Xuan Wang Si Shi Xule Wang Mingrui Zhu Nannan Wang X. Gao CoGe 48 1 0 26 Aug 2024
UniProcessor: A Text-induced Unified Low-level Image Processor Huiyu Duan Xiongkuo Min Sijing Wu Wei Shen Guangtao Zhai DiffM 47 8 0 30 Jul 2024
ConceptExpress: Harnessing Diffusion Models for Single-image Unsupervised Concept Extraction Shaozhe Hao Kai Han Zhengyao Lv Shihao Zhao Kwan-Yee K. Wong DiffM CoGe 36 6 0 09 Jul 2024
Powerful and Flexible: Personalized Text-to-Image Generation via Reinforcement Learning Fanyue Wei Wei Zeng Zhenyang Li Dawei Yin Lixin Duan Wen Li EGVM 39 2 0 09 Jul 2024
DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation Yuang Peng Yuxin Cui Haomiao Tang Zekun Qi Runpei Dong Jing Bai Chunrui Han Zheng Ge Xiangyu Zhang Shu-Tao Xia EGVM 83 31 0 24 Jun 2024
Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models Ziyi Wu Yulia Rubanova Rishabh Kabra Drew A. Hudson Igor Gilitschenski Yusuf Aytar Sjoerd van Steenkiste Kelsey R. Allen Thomas Kipf VGen DiffM 51 9 0 13 Jun 2024
PaRa: Personalizing Text-to-Image Diffusion via Parameter Rank Reduction Shangyu Chen Zizheng Pan Jianfei Cai Dinh Q. Phung 53 0 0 09 Jun 2024
AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation Lianyu Pang Jian Yin Baoquan Zhao Feize Wu Fu Lee Wang Qing Li Xudong Mao DiffM 53 1 0 07 Jun 2024
AttenCraft: Attention-guided Disentanglement of Multiple Concepts for Text-to-Image Customization Junjie Shentu Matthew Watson Noura Al Moubayed DiffM 57 0 0 28 May 2024
FreeTuner: Any Subject in Any Style with Training-free Diffusion Youcan Xu Zhen Wang Jun Xiao Wei Liu Long Chen DiffM 36 10 0 23 May 2024
Training-free Subject-Enhanced Attention Guidance for Compositional Text-to-image Generation Shengyuan Liu Bo Wang Ye Ma Te Yang Xipeng Cao Quan Chen Han Li Di Dong Peng Jiang EGVM 44 2 0 11 May 2024
MasterWeaver: Taming Editability and Face Identity for Personalized Text-to-Image Generation Yuxiang Wei Zhilong Ji Jinfeng Bai Hongzhi Zhang Lei Zhang W. Zuo DiffM 49 3 0 09 May 2024
A Survey on Personalized Content Synthesis with Diffusion Models Xu-Lu Zhang Xiao Wei Wengyu Zhang Jinlin Wu Zhaoxiang Zhang Zhen Lei Qing Li Zhen Lei Qing Li EGVM 143 19 0 09 May 2024
Improving Subject-Driven Image Synthesis with Subject-Agnostic Guidance Kelvin C. K. Chan Yang Zhao Xuhui Jia Ming-Hsuan Yang Huisheng Wang 22 3 0 02 May 2024
PuLID: Pure and Lightning ID Customization via Contrastive Alignment Zinan Guo Yanze Wu Zhuowei Chen Lang Chen Qian He DiffM 41 59 0 24 Apr 2024
SwapAnything: Enabling Arbitrary Object Swapping in Personalized Visual Editing Jing Gu Yilin Wang Nanxuan Zhao Wei Xiong Qing Liu Zhifei Zhang He Zhang Jianming Zhang HyunJoon Jung Xin Eric Wang DiffM 32 8 0 08 Apr 2024
MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation Kunpeng Song Yizhe Zhu Bingchen Liu Qing Yan A. Elgammal Xiao Yang DiffM 36 17 0 08 Apr 2024
LCM-Lookahead for Encoder-based Text-to-Image Personalization Rinon Gal Or Lichter Elad Richardson Or Patashnik Amit H. Bermano Gal Chechik Daniel Cohen-Or DiffM 49 30 0 04 Apr 2024
Attention Calibration for Disentangled Text-to-Image Personalization Yanbing Zhang Mengping Yang Qin Zhou Zhe Wang 40 15 0 27 Mar 2024
Selectively Informative Description can Reduce Undesired Embedding Entanglements in Text-to-Image Personalization Jimyeong Kim Jungwon Park Wonjong Rhee DiffM 38 5 0 22 Mar 2024
Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization Yeji Song Jimyeong Kim Wonhark Park Wonsik Shin Wonjong Rhee Nojun Kwak DiffM 42 3 0 21 Mar 2024
IDAdapter: Learning Mixed Features for Tuning-Free Personalization of Text-to-Image Models Siying Cui Jia Guo Xiang An Jiankang Deng Yongle Zhao Xinyu Wei Ziyong Feng DiffM 42 21 0 20 Mar 2024
Tuning-Free Image Customization with Image and Text Guidance Pengzhi Li Qiang Nie Ying Chen Xi Jiang Kai Wu Yuhuan Lin Yong-Jin Liu Jinlong Peng Chengjie Wang Feng Zheng DiffM 30 19 0 19 Mar 2024
LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models Hao Frank Yang Wen Wang Liang Peng Chaotian Song Yao Chen ... Xiaolong Yang Qinglin Lu Deng Cai Boxi Wu Wei Liu MoMe 72 25 0 18 Mar 2024
Fast Personalized Text-to-Image Syntheses With Attention Injection Yuxuan Zhang Yiren Song Jinpeng Yu Han Pan Zhongliang Jing DiffM 35 7 0 17 Mar 2024
OSTAF: A One-Shot Tuning Method for Improved Attribute-Focused T2I Personalization Ye Wang Zili Yi Rui Ma DiffM 41 0 0 17 Mar 2024
Stable-Makeup: When Real-World Makeup Transfer Meets Diffusion Model Yuxuan Zhang Lifu Wei Qing Zhang Yiren Song DiffM 42 12 0 12 Mar 2024
Controllable Generation with Text-to-Image Diffusion Models: A Survey Pu Cao Feng Zhou Qing-Huang Song Lu Yang 74 37 0 07 Mar 2024
RealCustom: Narrowing Real Text Word for Real-Time Open-Domain Text-to-Image Customization Mengqi Huang Zhendong Mao Mingcong Liu Qian He Yongdong Zhang DiffM 49 22 0 01 Mar 2024
CustomSketching: Sketch Concept Extraction for Sketch-based Image Synthesis and Editing Chufeng Xiao Hongbo Fu DiffM 41 3 0 27 Feb 2024
ComFusion: Personalized Subject Generation in Multiple Specific Scenes From Single Image Yan Hong Jianfu Zhang DiffM 30 3 0 19 Feb 2024