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

Computer Vision and Pattern Recognition (CVPR), 2022

25 August 2022

Nataniel Ruiz

Yuanzhen Li

Varun Jampani

Yael Pritch

Michael Rubinstein

Kfir Aberman

ArXiv (abs)PDF HTML HuggingFace (12 upvotes)

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

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Title
From Competition to Synergy: Unlocking Reinforcement Learning for Subject-Driven Image Generation Ziwei Huang Ying Shu Hao Fang Quanyu Long Wenya Wang Qiushi Guo Tiezheng Ge Yaoyao Yu EGVM 174 0 0 21 Oct 2025
ImageGem: In-the-wild Generative Image Interaction Dataset for Generative Model Personalization Yuanhe Guo Linxi Xie Zhuoran Chen Kangrui Yu Ryan Po Guandao Yang Gordon Wetztein Hongyi Wen VLM 76 0 0 21 Oct 2025
Kaleido: Open-Sourced Multi-Subject Reference Video Generation Model Zhenxing Zhang Jiayan Teng Zhuoyi Yang Tiankun Cao C. Wang Xiaohan Zhang J. Tang Dan Guo Meng Wang VGen 82 0 0 21 Oct 2025
Beyond Real Faces: Synthetic Datasets Can Achieve Reliable Recognition Performance without Privacy Compromise Paweł Jakub Borsukiewicz Fadi Boutros Iyiola Emmanuel Olatunji Charles Beumier Wendkûuni C. Ouedraogo Jacques Klein Tegawende F. Bissyande 192 0 0 20 Oct 2025
Chimera: Compositional Image Generation using Part-based Concepting Shivam Singh Yiming Chen Agneet Chatterjee Amit Raj James Hays Yezhou Yang Chitta Baral DiffM 280 0 0 20 Oct 2025
Personalized Image Filter: Mastering Your Photographic Style Chengxuan Zhu Shuchen Weng Jiacong Fang Peixuan Zhang Si Li Chao Xu Boxin Shi DiffM 148 0 0 19 Oct 2025
Noise Aggregation Analysis Driven by Small-Noise Injection: Efficient Membership Inference for Diffusion Models Guo Li Yuyang Yu Xuemiao Xu DiffM 124 0 0 18 Oct 2025
DiffusionX: Efficient Edge-Cloud Collaborative Image Generation with Multi-Round Prompt Evolution Yi Wei Shunpu Tang Liang Zhao Qiangian Yang 84 0 0 18 Oct 2025
TokenAR: Multiple Subject Generation via Autoregressive Token-level enhancement Haiyue Sun Qingdong He Jinlong Peng Peng Tang Jiangning Zhang Junwei Zhu Xiaobin Hu Shuicheng Yan DiffM VGen 111 0 0 18 Oct 2025
Face-MakeUpV2: Facial Consistency Learning for Controllable Text-to-Image Generation Dawei Dai Yinxiu Zhou Chenghang Li Guolai Jiang Chengfang Zhang 128 0 0 17 Oct 2025
The Face of Persuasion: Analyzing Bias and Generating Culture-Aware Ads Aysan Aghazadeh Adriana Kovashka DiffM 81 0 0 17 Oct 2025
LightsOut: Diffusion-based Outpainting for Enhanced Lens Flare Removal Shr-Ruei Tsai Wei-Cheng Chang Jie-Ying Lee Chih-Hai Su Yu-Lun Liu DiffM 160 4 0 17 Oct 2025
Seeing Through the Brain: New Insights from Decoding Visual Stimuli with fMRI Zheng Huang Enpei Zhang Yinghao Cai Weikang Qiu Carl Yang Elynn Chen Xiang Zhang Rex Ying Dawei Zhou Yujun Yan DiffM 108 0 0 17 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 273 2 0 16 Oct 2025
Consistent text-to-image generation via scene de-contextualization Song Tang Peihao Gong Kunyu Li Kai Guo Boyu Wang Mao Ye Jianwei Zhang X. Zhu DiffM 116 0 0 16 Oct 2025
Salient Concept-Aware Generative Data Augmentation Tianchen Zhao Xuanbai Chen Zhihua Li J. Fang Dongsheng An Xiang Xu Zhuowen Tu Yifan Xing DiffM 192 0 0 16 Oct 2025
LoRAverse: A Submodular Framework to Retrieve Diverse Adapters for Diffusion Models Mert Sonmezer Matthew Zheng Pinar Yanardag DiffM MoMe 321 1 0 16 Oct 2025
WithAnyone: Towards Controllable and ID Consistent Image Generation H. Xu Wei Cheng Peng Xing Yixiao Fang Shuhan Wu ... Xianfang Zeng Daxin Jiang Gang Yu Xingjun Ma Yu-Gang Jiang DiffM 195 5 0 16 Oct 2025
MVCustom: Multi-View Customized Diffusion via Geometric Latent Rendering and Completion Minjung Shin Hyunin Cho Sooyeon Go Jin-Hwa Kim Youngjung Uh 108 1 0 15 Oct 2025
SceneAdapt: Scene-aware Adaptation of Human Motion Diffusion Jungbin Cho Minsu Kim Jisoo Kim Ce Zheng László A. Jeni Ming-Hsuan Yang Youngjae Yu Seonjoo Kim DiffM VGen TTA 228 0 0 14 Oct 2025
FedMMKT:Co-Enhancing a Server Text-to-Image Model and Client Task Models in Multi-Modal Federated Learning Ningxin He Yang Liu Wei Sun Xiaozhou Ye Ye Ouyang Tiegang Gao Z. Zhang 92 0 0 14 Oct 2025
Point Prompting: Counterfactual Tracking with Video Diffusion Models Ayush Shrivastava Sanyam Mehta Daniel Geng Andrew Owens DiffM VGen 124 1 0 13 Oct 2025
CharCom: Composable Identity Control for Multi-Character Story Illustration Zhongsheng Wang Ming Lin Zhedong Lin Yaser Shakib Qian Liu Jiamou Liu DiffM 66 0 0 11 Oct 2025
ReMix: Towards a Unified View of Consistent Character Generation and Editing Benjia Zhou Bin-Bin Fu Pei Cheng Y. Wang Jiayuan Fan Tao Chen DiffM 96 0 0 11 Oct 2025
Accent-Invariant Automatic Speech Recognition via Saliency-Driven Spectrogram Masking Mohammad Hossein Sameti Sepehr Harfi Moridani Ali Zarean Hossein Sameti 148 1 0 10 Oct 2025
Cross-Sensor Touch Generation Samanta Rodriguez Yiming Dou Miquel Oller Andrew Owens Nima Fazeli DiffM 72 0 0 10 Oct 2025
Multimodal Policy Internalization for Conversational Agents Zhenhailong Wang Jiateng Liu Amin Fazel Ritesh Sarkhel Xing Fan Xiang Li Chenlei Guo Heng Ji R. Sarikaya LLMAG 137 1 0 10 Oct 2025
Few-shot multi-token DreamBooth with LoRa for style-consistent character generation Ruben Pascual Mikel Sesma-Sara A. Jurio D. Paternain M. Galar DiffM VGen 92 0 0 10 Oct 2025
InstructX: Towards Unified Visual Editing with MLLM Guidance Chong Mou Qichao Sun Yanze Wu Pengze Zhang Xinghui Li Fulong Ye Songtao Zhao Qian He MLLM 239 6 0 09 Oct 2025
Textual Entailment and Token Probability as Bias Evaluation Metrics Virginia K. Felkner Allison Lim Jonathan May 100 0 0 09 Oct 2025
StyleKeeper: Prevent Content Leakage using Negative Visual Query Guidance Jaeseok Jeong Junho Kim Gayoung Lee Yunjey Choi Youngjung Uh DiffM 160 2 0 08 Oct 2025
DreamOmni2: Multimodal Instruction-based Editing and Generation Bin Xia Bohao Peng Yuechen Zhang Junjia Huang Jiyang Liu ... Chengyao Wang Yitong Wang Xinglong Wu Bei Yu Jiaya Jia 108 6 0 08 Oct 2025
Inconsistent Affective Reaction: Sentiment of Perception and Opinion in Urban EnvironmentsCAADRIA proceedings (CAADRIA), 2025 Jingfei Huang Han Tu 196 0 0 08 Oct 2025
Teleportraits: Training-Free People Insertion into Any Scene Jialu Gao K J Joseph Fernando de la Torre DiffM 92 0 0 07 Oct 2025
SIGMA-GEN: Structure and Identity Guided Multi-subject Assembly for Image Generation Oindrila Saha Vojtech Krs R. Měch Subhransu Maji Kevin Blackburn-Matzen Matheus Gadelha 114 0 0 07 Oct 2025
Sparse deepfake detection promotes better disentanglement Antoine Teissier Marie Tahon Nicolas Dugué Aghilas Sini 193 1 0 07 Oct 2025
REAR: Rethinking Visual Autoregressive Models via Generator-Tokenizer Consistency Regularization Qiyuan He Y. Li Haotian Ye Jinghao Wang Xinyao Liao Pheng-Ann Heng Stefano Ermon James Zou Angela Yao DiffM VGen 208 1 0 06 Oct 2025
ConceptSplit: Decoupled Multi-Concept Personalization of Diffusion Models via Token-wise Adaptation and Attention Disentanglement Habin Lim Yeongseob Won Juwon Seo Gyeong-Moon Park 153 0 0 06 Oct 2025
SAEdit: Token-level control for continuous image editing via Sparse AutoEncoder Ronen Kamenetsky Sara Dorfman Daniel Garibi Roni Paiss Or Patashnik Daniel Cohen-Or DiffM 299 0 0 06 Oct 2025
Domain Generalization for Semantic Segmentation: A Survey Manuel Schwonberg Hanno Gottschalk OOD AI4CE 116 1 0 03 Oct 2025
Latent Diffusion Unlearning: Protecting Against Unauthorized Personalization Through Trajectory Shifted Perturbations Naresh Kumar Devulapally S. Agarwal Tejas Gokhale Vishnu Suresh Lokhande DiffM AAML 400 0 0 03 Oct 2025
When and Where do Events Switch in Multi-Event Video Generation? Ruotong Liao Guowen Huang Qing Cheng Thomas Seidl Daniel Cremers Volker Tresp DiffM VGen 204 0 0 03 Oct 2025
Continual Personalization for Diffusion Models Yu-Chien Liao Jr-Jen Chen Chi-Pin Huang Ci-Siang Lin Meng-Lin Wu Yu-Chun Wang DiffM 120 0 0 02 Oct 2025
DragFlow: Unleashing DiT Priors with Region Based Supervision for Drag Editing Zihan Zhou Shilin Lu Shuli Leng Shaocong Zhang Zhuming Lian Xinlei Yu A. Kong DiffM 279 7 0 02 Oct 2025
Image Generation Based on Image Style Extraction Shuochen Chang 120 0 0 01 Oct 2025
IMAGEdit: Let Any Subject Transform Fei Shen Weihao Xu Rui Yan Dong Zhang Xiangbo Shu Jinhui Tang VGen 120 1 0 01 Oct 2025
EchoGen: Generating Visual Echoes in Any Scene via Feed-Forward Subject-Driven Auto-Regressive Model Ruixiao Dong Z. Wang Keli Liu Li Li Ying Chen Kai Li Daowen Li Houqiang Li DiffM VGen 138 0 0 30 Sep 2025
GaussEdit: Adaptive 3D Scene Editing with Text and Image PromptsIEEE Transactions on Visualization and Computer Graphics (TVCG), 2025 Zhenyu Shu Junlong Yu Kai Chao Shiqing Xin Ligang Liu 3DGS 177 3 0 30 Sep 2025
OmniDFA: A Unified Framework for Open Set Synthesis Image Detection and Few-Shot Attribution Shiyu Wu Shuyan Li Jing Li Jing Liu Yequan Wang 136 0 0 30 Sep 2025
dParallel: Learnable Parallel Decoding for dLLMs Zigeng Chen Gongfan Fang Xinyin Ma Ruonan Yu Xinchao Wang 92 9 0 30 Sep 2025

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

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