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
Leveraging Semantic Attribute Binding for Free-Lunch Color Control in Diffusion Models Héctor Laria Alexandra Gomez-Villa Jiang Qin Muhammad Atif Butt Bogdan Raducanu Javier Vázquez-Corral Joost van de Weijer Kai Wang DiffM 106 1 0 12 Mar 2025
Sparse Autoencoder as a Zero-Shot Classifier for Concept Erasing in Text-to-Image Diffusion Models Zhihua Tian Sirun Nan Ming Xu Shengfang Zhai Wenjie Qu Enchao Gong Kui Ren Ruoxi Jia Jiaheng Zhang DiffM 141 2 0 12 Mar 2025
UniCombine: Unified Multi-Conditional Combination with Diffusion Transformer Haoxuan Wang Jinlong Peng Qu He Hao Yang Ying Jin ... Yanjie Pan Zhenye Gan M. Chi Bo Peng Yun Wang DiffM 105 2 0 12 Mar 2025
Long-horizon Visual Instruction Generation with Logic and Attribute Self-reflection Yucheng Suo Fan Ma Kaixin Shen Linchao Zhu Yi Yang VLM 88 0 0 12 Mar 2025
PromptMap: An Alternative Interaction Style for AI-Based Image Generation Krzysztof Adamkiewicz Paweł W. Woźniak Julia Dominiak Andrzej Romanowski Jakob Karolus Stanislav Frolov 137 1 0 12 Mar 2025
I2V3D: Controllable image-to-video generation with 3D guidance Zhiyuan Zhang DongDong Chen J. Liao VGen 113 1 0 12 Mar 2025
Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image Diffusion Models Sangwon Jang June Suk Choi Jaehyeong Jo Kimin Lee Sung Ju Hwang DiffM WIGM 116 1 0 12 Mar 2025
Seeing Beyond Haze: Generative Nighttime Image Dehazing Beibei Lin Stephen Lin Robby T. Tan DiffM 92 1 0 11 Mar 2025
Preserving Product Fidelity in Large Scale Image Recontextualization with Diffusion Models Ishaan Malhi Praneet Dutta Ellie Talius Sally Ma Brendan Driscoll Krista Holden G. Pruthi Arunachalam Narayanaswamy DiffM 91 0 0 11 Mar 2025
NullFace: Training-Free Localized Face Anonymization Han-Wei Kung Tuomas Varanka Terence Sim N. Sebe DiffM PICV 109 0 0 11 Mar 2025
Modular Customization of Diffusion Models via Blockwise-Parameterized Low-Rank Adaptation Mingkang Zhu Xi Chen Ziyi Wang Bei Yu Hengshuang Zhao Jiaya Jia MoMe 89 0 0 11 Mar 2025
Exploring Bias in over 100 Text-to-Image Generative Models Jordan Vice Naveed Akhtar Leonid Sigal Ajmal Mian EGVM 108 4 0 11 Mar 2025
MGHanD: Multi-modal Guidance for authentic Hand Diffusion Taehyeon Eum Jieun Choi Tae-Kyun Kim 85 1 0 11 Mar 2025
TSCnet: A Text-driven Semantic-level Controllable Framework for Customized Low-Light Image Enhancement Miao Zhang Jun Yin Pengyu Zeng Yiqing Shen Shuai Lu Xueqian Wang DiffM 167 14 0 11 Mar 2025
TimeStep Master: Asymmetrical Mixture of Timestep LoRA Experts for Versatile and Efficient Diffusion Models in Vision Shaobin Zhuang Yiwei Guo Yanbo Ding Kunchang Li Xinyuan Chen Yaohui Wang Fangyikang Wang Ying Zhang Chen Li Yijiao Wang 84 1 0 10 Mar 2025
AnomalyPainter: Vision-Language-Diffusion Synergy for Zero-Shot Realistic and Diverse Industrial Anomaly Synthesis Zhangyu Lai Yilin Lu Xinyang Li Jianghang Lin Yansong Qu Liujuan Cao Ming Li Rongrong Ji DiffM 465 0 0 10 Mar 2025
PersonaBooth: Personalized Text-to-Motion Generation Boeun Kim Hea In Jeong JungHoon Sung Yihua Cheng Jeongmin Lee ... Sang-Il Choi Younggeun Choi Saim Shin Jungho Kim Hyung Jin Chang DiffM VGen 139 0 0 10 Mar 2025
SPEED: Scalable, Precise, and Efficient Concept Erasure for Diffusion Models Ouxiang Li Yuan Wang Xinting Hu Houcheng Jiang Tao Liang Y. Hao Guojun Ma Fuli Feng DiffM 92 2 0 10 Mar 2025
Learning A Zero-shot Occupancy Network from Vision Foundation Models via Self-supervised Adaptation Sihao Lin Daqi Liu Ruochong Fu Dongrui Liu A. Song Hongwei Xie Zhihui Li Bing Wang Xiaojun Chang 146 0 0 10 Mar 2025
PLADIS: Pushing the Limits of Attention in Diffusion Models at Inference Time by Leveraging Sparsity Kwanyoung Kim Byeongsu Sim DiffM VLM 154 0 0 10 Mar 2025
FaceID-6M: A Large-Scale, Open-Source FaceID Customization Dataset Shuhe Wang Xiaoya Li Jiwei Li G. Wang Xiaofei Sun ... Han Qiu Mo Yu Shengjie Shen Tianwei Zhang Eduard H. Hovy VLM 126 1 0 10 Mar 2025
AttenST: A Training-Free Attention-Driven Style Transfer Framework with Pre-Trained Diffusion Models Bo Huang Wenlun Xu Qizhuo Han Haodong Jing Ying Li DiffM 94 0 0 10 Mar 2025
Unleashing the Potential of Large Language Models for Text-to-Image Generation through Autoregressive Representation Alignment Xing Xie Jiawei Liu Ziyue Lin Huijie Fan Zhi Han Yandong Tang Liangqiong Qu 113 0 0 10 Mar 2025
DreamRelation: Relation-Centric Video Customization Yujie Wei Shiwei Zhang Hangjie Yuan Biao Gong Longxiang Tang ... Haonan Qiu Hengjia Li Shuai Tan Yize Zhang Hongming Shan VGen 120 1 0 10 Mar 2025
LatexBlend: Scaling Multi-concept Customized Generation with Latent Textual Blending Jian Jin Zhenbo Yu Yang Shen Zhenyong Fu Jian Yang DiffM 110 1 0 10 Mar 2025
Towards More Accurate Personalized Image Generation: Addressing Overfitting and Evaluation Bias Mingxiao Li Tingyu Qu Tinne Tuytelaars Marie-Francine Moens EGVM 77 1 0 09 Mar 2025
Color Alignment in Diffusion Ka Chun Shum Binh-Son Hua Duc Thanh Nguyen Sai-Kit Yeung 78 0 0 09 Mar 2025
Consistent Image Layout Editing with Diffusion Models Tao Xia Yudi Zhang Ting Liu Lei Zhang DiffM 134 1 0 09 Mar 2025
Conceptrol: Concept Control of Zero-shot Personalized Image Generation Qiyuan He Angela Yao DiffM 73 0 0 09 Mar 2025
NaviDet: Efficient Input-level Backdoor Detection on Text-to-Image Synthesis via Neuron Activation Variation Shengfang Zhai Jiajun Li Yue Liu Huanran Chen Zhihua Tian Wenjie Qu Qingni Shen Ruoxi Jia Yinpeng Dong Jiaheng Zhang AAML 101 0 0 09 Mar 2025
DynamicID: Zero-Shot Multi-ID Image Personalization with Flexible Facial Editability Xirui Hu Jiahao Wang Hao Chen Weizhan Zhang Benqi Wang Yangfu Li Haishun Nan DiffM 104 0 0 09 Mar 2025
D3DR: Lighting-Aware Object Insertion in Gaussian Splatting Vsevolod Skorokhodov Nikita Durasov Pascal Fua 3DGS 102 0 0 09 Mar 2025
VLForgery Face Triad: Detection, Localization and Attribution via Multimodal Large Language Models Xinan He Yue Zhou Bing Fan Bin Li Guopu Zhu Feng Ding 122 1 0 08 Mar 2025
X2I: Seamless Integration of Multimodal Understanding into Diffusion Transformer via Attention Distillation Jian Ma Qirong Peng Xu Guo Chen Chen H. Lu Zhenyu Yang VLM 156 1 0 08 Mar 2025
Anti-Diffusion: Preventing Abuse of Modifications of Diffusion-Based Models Zheng Li Liangbin Xie Jiantao Zhou Xintao Wang Haiwei Wu Jinyu Tian 67 0 0 07 Mar 2025
Energy-Guided Optimization for Personalized Image Editing with Pretrained Text-to-Image Diffusion Models Rui Jiang Xinghe Fu Guangcong Zheng Teng Li Taiping Yao Xi Li DiffM 100 1 0 06 Mar 2025
IMFine: 3D Inpainting via Geometry-guided Multi-view Refinement Zhihao Shi Dong Huo Yuhongze Zhou Kejia Yin Yan Min Juwei Lu Wei Ji 101 2 0 06 Mar 2025
ControlFill: Spatially Adjustable Image Inpainting from Prompt Learning Boseong Jeon 94 0 0 06 Mar 2025
DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles Rui Zhao Weijia Mao Mike Zheng Shou 107 1 0 05 Mar 2025
WarmFed: Federated Learning with Warm-Start for Globalization and Personalization Via Personalized Diffusion Models Tao Feng Jie Zhang Xiangjian Li Rong Huang Huashan Liu Zhijie Wang FedML 96 0 0 05 Mar 2025
GenColor: Generative Color-Concept Association in Visual Design Yihan Hou Xingchen Zeng Yusong Wang Manling Yang Xiaojiao Chen Wei Zeng DiffM 118 0 0 05 Mar 2025
Personalized Generation In Large Model Era: A Survey Yiyan Xu Jinghao Zhang Alireza Salemi Xinting Hu Wenjie Wang Fuli Feng Hamed Zamani Xiangnan He Tat-Seng Chua 3DV 188 8 0 04 Mar 2025
WeGen: A Unified Model for Interactive Multimodal Generation as We Chat Zhipeng Huang Shaobin Zhuang Canmiao Fu Binxin Yang Ying Zhang Chong Sun Zhizheng Zhang Yali Wang Chen Li Zheng-Jun Zha DiffM 123 3 0 03 Mar 2025
Morpheus: Text-Driven 3D Gaussian Splat Shape and Color Stylization Jamie Wynn Z. Qureshi Jakub Powierza Jamie Watson Mohamed Sayed 3DGS DiffM 177 1 0 03 Mar 2025
ACCORD: Alleviating Concept Coupling through Dependence Regularization for Text-to-Image Diffusion Personalization Shizhan Liu Hao Zheng Hang Yu Jianguo Li DiffM 112 0 0 03 Mar 2025
DesignDiffusion: High-Quality Text-to-Design Image Generation with Diffusion Models Zhendong Wang Jianmin Bao Shuyang Gu Dong Chen Wengang Zhou Haoyang Li DiffM 86 3 0 03 Mar 2025
Learning to Animate Images from A Few Videos to Portray Delicate Human Actions Haoxin Li Yingchen Yu Qilong Wu Hanwang Zhang Boyang Li Song Bai 3DH VGen 499 0 0 01 Mar 2025
Towards Semantic 3D Hand-Object Interaction Generation via Functional Text Guidance Yongqi Tian Xueyu Sun Haoyuan He Linji Hao Ning Ding Caigui Jiang 451 1 0 28 Feb 2025
Advancing AI-Powered Medical Image Synthesis: Insights from MedVQA-GI Challenge Using CLIP, Fine-Tuned Stable Diffusion, and Dream-Booth + LoRA Ojonugwa Oluwafemi Ejiga Peter Md Mahmudur Rahman Fahmi Khalifa DiffM MedIm 92 1 0 28 Feb 2025
SafeText: Safe Text-to-image Models via Aligning the Text Encoder Yuepeng Hu Zhengyuan Jiang Neil Zhenqiang Gong 101 5 0 28 Feb 2025