v1v2 (latest)

DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation

25 August 2022

Nataniel Ruiz

Yuanzhen Li

Varun Jampani

Yael Pritch

Michael Rubinstein

Kfir Aberman

ArXiv (abs)PDF HTML

Papers citing "DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation"

50 / 2,167 papers shown

Title
FreeGraftor: Training-Free Cross-Image Feature Grafting for Subject-Driven Text-to-Image Generation Zebin Yao Lujie Niu Huixing Jiang Chen Wei Fangkun Zhao Ruifan Li Fangxiang Feng DiffM 181 0 0 22 Apr 2025
Structure-Preserving Zero-Shot Image Editing via Stage-Wise Latent Injection in Diffusion Models Dasol Jeong Donggoo Kang Jiwon Park Hyebean Lee Joonki Paik DiffM 102 0 0 22 Apr 2025
Insert Anything: Image Insertion via In-Context Editing in DiT Wensong Song Hong Jiang Zongxing Yang Ruijie Quan Yi Yang DiffM 124 4 0 21 Apr 2025
Solving New Tasks by Adapting Internet Video Knowledge Calvin Luo Zilai Zeng Yilun Du Chen Sun 113 6 0 21 Apr 2025
"I Know It When I See It": Mood Spaces for Connecting and Expressing Visual Concepts Huzheng Yang Katherine Xu Michael D. Grossberg Yutong Bai Jianbo Shi 78 0 0 21 Apr 2025
DC4CR: When Cloud Removal Meets Diffusion Control in Remote Sensing Zhenyu Yu Mohd Yamani Idna Idris Pei Wang DiffM 99 0 0 21 Apr 2025
What Lurks Within? Concept Auditing for Shared Diffusion Models at Scale Xiaoyong Yuan Xiaolong Ma Linke Guo Lan Zhang DiffM 81 0 0 21 Apr 2025
LLM-Enabled Style and Content Regularization for Personalized Text-to-Image Generation Anran Yu Wei Feng Yanzhe Zhang Xiang Li Lei Meng Lei Wu Xiangxu Meng DiffM 57 0 0 19 Apr 2025
PRISM: A Unified Framework for Photorealistic Reconstruction and Intrinsic Scene Modeling Alara Dirik Tuanfeng Y. Wang Duygu Ceylan Stefanos Zafeiriou Anna Frühstück DiffM 83 0 0 19 Apr 2025
Learning Joint ID-Textual Representation for ID-Preserving Image Synthesis Zichuan Liu Liming Jiang Qing Yan Yumin Jia Hao Kang Xin Lu DiffM 144 0 0 19 Apr 2025
Image-Editing Specialists: An RLAIF Approach for Diffusion Models Elior Benarous Yilun Du Heng Yang 60 0 0 17 Apr 2025
Personalized Text-to-Image Generation with Auto-Regressive Models Kaiyue Sun Xian Liu Yao Teng Xihui Liu 81 1 0 17 Apr 2025
UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models Guanlong Jiao Biqing Huang Kuan-Chieh Wang Renjie Liao DiffM 141 0 0 17 Apr 2025
Image Editing with Diffusion Models: A Survey Jia Wang Jie Hu Xiaoqi Ma Hanghang Ma Xiaoming Wei Enhua Wu 146 1 0 17 Apr 2025
Set You Straight: Auto-Steering Denoising Trajectories to Sidestep Unwanted Concepts Leyang Li Shilin Lu Yan Ren A. Kong DiffM 115 4 0 17 Apr 2025
Privacy Protection Against Personalized Text-to-Image Synthesis via Cross-image Consistency Constraints Guanyu Wang Kaidi Wang Yihao Huang Mingyi Zhou Zhang Qing cnwatcher Geguang Pu Li Li DiffM PICV 110 0 0 17 Apr 2025
ArtistAuditor: Auditing Artist Style Pirate in Text-to-Image Generation Models Linkang Du Zheng Zhu M. Chen Zhou Su S. Ji Peng Cheng Jiming Chen Zhikun Zhang DiffM WIGM MLAU 151 0 0 17 Apr 2025
PCDiff: Proactive Control for Ownership Protection in Diffusion Models with Watermark Compatibility Keke Gai Ziyue Shen Jiahao Yu Liehuang Zhu Qi Wu WIGM 118 0 0 16 Apr 2025
Anti-Aesthetics: Protecting Facial Privacy against Customized Text-to-Image Synthesis Songping Wang Yueming Lyu Shiqi Liu Ning Li Tong Tong Hao Sun Caifeng Shan PICV 139 0 0 16 Apr 2025
RDI: An adversarial robustness evaluation metric for deep neural networks based on model statistical features Jialei Song Xingquan Zuo Feiyang Wang Hai Huang Tianle Zhang AAML 369 0 0 16 Apr 2025
InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework Jiale Tao Yanbing Zhang Qixun Wang Yiji Cheng Haofan Wang ... Ruihuang Li Linqing Wang Chunyu Wang Qin Lin Qinglin Lu DiffM 94 1 0 16 Apr 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 95 1 0 15 Apr 2025
VideoPanda: Video Panoramic Diffusion with Multi-view Attention Kevin Xie Amirmojtaba Sabour Jiahui Huang Despoina Paschalidou G. Klár Umar Iqbal Sanja Fidler Fangyin Wei VGen MDE 121 1 0 15 Apr 2025
ESCT3D: Efficient and Selectively Controllable Text-Driven 3D Content Generation with Gaussian Splatting Huiqi Wu Jianbo Mei Yingjie Huang Yining Xu Jingjiao You Yilong Liu Li Yao 3DGS 68 0 0 14 Apr 2025
Hierarchical and Step-Layer-Wise Tuning of Attention Specialty for Multi-Instance Synthesis in Diffusion Transformers Chunyang Zhang Zhenhong Sun Zhicheng Zhang Junyan Wang Yu Zhang Dong Gong H. Mo Daoyi Dong 91 0 0 14 Apr 2025
CamMimic: Zero-Shot Image To Camera Motion Personalized Video Generation Using Diffusion Models P. Guhan D. Kothandaraman Tsung-Wei Huang Guan-Ming Su Dinesh Manocha DiffM VGen 70 0 0 13 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 75 1 0 12 Apr 2025
Steering CLIP's vision transformer with sparse autoencoders Sonia Joseph Praneet Suresh Ethan Goldfarb Lorenz Hufe Yossi Gandelsman Robert Graham Danilo Bzdok Wojciech Samek Blake A. Richards 108 4 0 11 Apr 2025
COP-GEN-Beta: Unified Generative Modelling of COPernicus Imagery Thumbnails Miguel Espinosa V. Marsocci Yuru Jia Elliot J. Crowley Mikolaj Czerkawski DiffM 114 0 0 11 Apr 2025
DreamFuse: Adaptive Image Fusion with Diffusion Transformer Junjia Huang Pengxiang Yan Jiyang Liu Jie Wu Zhao Wang Yitong Wang Liang Lin G. Li 83 0 0 11 Apr 2025
VisualCloze: A Universal Image Generation Framework via Visual In-Context Learning Zhong-Yu Li Ruoyi Du Juncheng Yan Le Zhuo Zhen Li Peng Gao Zhanyu Ma Ming-Ming Cheng VLM 130 7 0 10 Apr 2025
FlexIP: Dynamic Control of Preservation and Personality for Customized Image Generation Linyan Huang Haonan Lin Yanning Zhou Kaiwen Xiao 105 1 0 10 Apr 2025
ID-Booth: Identity-consistent Face Generation with Diffusion Models Darian Tomašević Fadi Boutros Chenhao Lin Naser Damer Vitomir Štruc Peter Peer DiffM 135 1 0 10 Apr 2025
POEM: Precise Object-level Editing via MLLM control Marco Schouten Mehmet Onurcan Kaya Serge Belongie Dim P. Papadopoulos DiffM 103 0 0 10 Apr 2025
PosterMaker: Towards High-Quality Product Poster Generation with Accurate Text Rendering Y. Gao Zihang Lin Chuanbin Liu Min Zhou T. Ge Bo Zheng Hongtao Xie DiffM 114 5 0 09 Apr 2025
RAGME: Retrieval Augmented Video Generation for Enhanced Motion Realism E. Peruzzo Dejia Xu Xingqian Xu Humphrey Shi N. Sebe DiffM VGen 90 0 0 09 Apr 2025
Probability Density Geodesics in Image Diffusion Latent Space Qingtao Yu Jaskirat Singh Zhaoyuan Yang Peter Tu Jing Zhang Hongdong Li Richard Hartley Dylan Campbell DiffM 143 1 0 09 Apr 2025
A Unified Agentic Framework for Evaluating Conditional Image Generation Jifang Wang Xue Yang Longyue Wang Zhenran Xu Yansen Wang Yaowei Wang Weihua Luo Kaifu Zhang Baotian Hu Min Zhang EGVM DiffM 129 2 0 09 Apr 2025
Compass Control: Multi Object Orientation Control for Text-to-Image Generation Rishubh Parihar Vaibhav Agrawal Sachidanand VS R. V. Babu DiffM 124 0 0 09 Apr 2025
Transfer between Modalities with MetaQueries Xichen Pan Satya Narayan Shukla Aashu Singh Zhuokai Zhao Shlok Kumar Mishra ... Jiuhai Chen Kunpeng Li F. Xu Ji Hou Saining Xie DiffM 99 21 0 08 Apr 2025
Storybooth: Training-free Multi-Subject Consistency for Improved Visual Storytelling Jaskirat Singh Junshen Kevin Chen Jonas Kohler Michael Cohen DiffM VGen 86 1 0 08 Apr 2025
A Training-Free Style-aligned Image Generation with Scale-wise Autoregressive Model Jihun Park Jongmin Gim Kyoungmin Lee Minseok Oh Minwoo Choi Jaeyeul Kim Woo Chool Park Sunghoon Im DiffM 73 0 0 08 Apr 2025
CREA: A Collaborative Multi-Agent Framework for Creative Content Generation with Diffusion Models Kavana Venkatesh Connor Dunlop Pinar Yanardag DiffM 82 2 0 07 Apr 2025
From Specificity to Generality: Revisiting Generalizable Artifacts in Detecting Face Deepfakes Long Ma Zhiyuan Yan Yize Chen Jin Xu Qinglang Guo Hu Huang Yong Liao Hui Lin CVBM 136 2 0 07 Apr 2025
TactileNet: Bridging the Accessibility Gap with AI-Generated Tactile Graphics for Individuals with Vision Impairment Adnan Khan Alireza Choubineh Mai A. Shaaban Abbas Akkasi Majid Komeili DiffM 125 0 0 07 Apr 2025
Disentangling Instruction Influence in Diffusion Transformers for Parallel Multi-Instruction-Guided Image Editing Hui Liu Bin Zou Suiyun Zhang Kecheng Chen Rui Liu Haoliang Li DiffM 136 0 0 07 Apr 2025
AnyArtisticGlyph: Multilingual Controllable Artistic Glyph Generation Xiongbo Lu Yaxiong Chen Shengwu Xiong DiffM 98 0 0 07 Apr 2025
PartStickers: Generating Parts of Objects for Rapid Prototyping Mo Zhou Josh Myers-Dean Danna Gurari 102 0 0 07 Apr 2025
PanoDreamer: Consistent Text to 360-Degree Scene Generation Zhexiao Xiong Z. Chen Zhong Li Yi Tian Xu Nathan Jacobs 3DGS VGen 70 0 0 07 Apr 2025
Your Image Generator Is Your New Private Dataset Nicolo Resmini Eugenio Lomurno Cristian Sbrolli Matteo Matteucci 122 0 0 06 Apr 2025