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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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Where Culture Fades: Revealing the Cultural Gap in Text-to-Image Generation Chuancheng Shi Shangze Li Shiming Guo Simiao Xie Wenhua Wu ... Canran Xiao Cong Wang Zifeng Cheng Fei Shen Tat-Seng Chua VLM 125 0 0 21 Nov 2025
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Erase to Retain: Low Rank Adaptation Guided Selective Unlearning in Medical Segmentation Networks Nirjhor Datta Md. Golam Rabiul Alam CLL 232 0 0 20 Nov 2025
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Free-Form Scene Editor: Enabling Multi-Round Object Manipulation like in a 3D Engine Xincheng Shuai Zhenyuan Qin Henghui Ding Dacheng Tao DiffM 138 0 0 17 Nov 2025
Infinite-Story: A Training-Free Consistent Text-to-Image Generation Jihun Park Kyoungmin Lee Jongmin Gim Hyeonseo Jo Minseok Oh Wonhyeok Choi K. Hwang Jaeyeul Kim Minwoo Choi S. Im 79 0 1 17 Nov 2025
PFAvatar: Pose-Fusion 3D Personalized Avatar Reconstruction from Real-World Outfit-of-the-Day Photos Dianbing Xi G. An Jingsen Zhu Zhijian Liu Yuan Liu Ruiyuan Zhang Jiayuan Lu Yuchi Huo Rui Wang 69 0 0 17 Nov 2025
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Selecting Fine-Tuning Examples by Quizzing VLMs Tenghao Ji Eytan Adar DiffM 108 0 0 15 Nov 2025
From Events to Clarity: The Event-Guided Diffusion Framework for Dehazing Ling Wang Yunfan Lu Wenzong Ma Huizai Yao Pengteng Li Hui Xiong DiffM 83 0 0 14 Nov 2025
"I need to learn better searching tactics for privacy policy laws." Investigating Software Developers' Behavior When Using Sources on Privacy Issues Stefan Albert Horstmann Sandy Hong Maziar Niazian Cristiana Santos Alena Naiakshina 84 0 0 11 Nov 2025
An Integrated Fusion Framework for Ensemble Learning Leveraging Gradient Boosting and Fuzzy Rule-Based ModelsIEEE Transactions on Artificial Intelligence (IEEE TAI), 2024 Jinbo Li Peng Liu Long Chen Witold Pedrycz Weiping Ding AI4CE 156 8 0 11 Nov 2025
Melodia: Training-Free Music Editing Guided by Attention Probing in Diffusion Models Yi Yang Haowen Li Tianxiang Li Boyu Cao Xiaohan Zhang L. Chen Qi Liu 135 0 0 11 Nov 2025
Harnessing Diffusion-Generated Synthetic Images for Fair Image Classification Abhipsa Basu Aviral Gupta Abhijnya Bhat R. Venkatesh Babu DiffM 267 0 0 11 Nov 2025
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Toward the Frontiers of Reliable Diffusion Sampling via Adversarial Sinkhorn Attention Guidance Kwanyoung Kim DiffM 130 0 0 10 Nov 2025
V-Shuffle: Zero-Shot Style Transfer via Value Shuffle Haojun Tang Qiwei Lin Tongda Xu Lida Huang Yan Wang 56 0 0 09 Nov 2025
Latent Refinement via Flow Matching for Training-free Linear Inverse Problem Solving Hossein Askari Yadan Luo Hongfu Sun Fred Roosta 146 0 0 08 Nov 2025
FreeControl: Efficient, Training-Free Structural Control via One-Step Attention Extraction Jiang Lin Xinyu Chen Song Wu Zhiqiu Zhang Jizhi Zhang Ye Wang Qiang Tang Qian Wang Jian Yang Zili Yi DiffM 92 0 0 07 Nov 2025
Finetuning-Free Personalization of Text to Image Generation via Hypernetworks Sagar Shrestha Gopal Sharma Luowei Zhou Suren Kumar DiffM 132 0 0 05 Nov 2025
Seeing What You Say: Expressive Image Generation from Speech Jiyoung Lee S. Park Sanghyuk Chun Soo-Whan Chung DiffM VGen 201 1 0 05 Nov 2025
Video Text Preservation with Synthetic Text-Rich Videos Ziyang Liu Kevin Valencia Justin Cui DiffM 50 0 0 04 Nov 2025
NSYNC: Negative Synthetic Image Generation for Contrastive Training to Improve Stylized Text-To-Image Translation Serkan Ozturk Samet Hicsonmez Pinar Duygulu DiffM 257 0 0 03 Nov 2025
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Expanding the Content-Style Frontier: a Balanced Subspace Blending Approach for Content-Style LoRA Fusion Linhao Huang DiffM 93 0 0 03 Nov 2025
Deciphering Personalization: Towards Fine-Grained Explainability in Natural Language for Personalized Image Generation Models Haoming Wang Wei Gao 182 0 0 02 Nov 2025
MIFO: Learning and Synthesizing Multi-Instance from One Image Kailun Su Ziqi He Xi Wang Yang Zhou 48 0 0 01 Nov 2025
ID-Crafter: VLM-Grounded Online RL for Compositional Multi-Subject Video Generation Panwang Pan Jingjing Zhao Yuchen Lin Chenguo Lin Chenxin Li Haopeng Li Honglei Yan Tingting Shen DiffM VGen 256 0 0 01 Nov 2025
FPS: Feedforward-based Parameter Selection For Efficient Fine-Tuning Kenneth Yang Wen-Li Wei Jen-Chun Lin 80 0 0 31 Oct 2025
BlurGuard: A Simple Approach for Robustifying Image Protection Against AI-Powered Editing J. Kim Yunhun Nam Minseon Kim Sangpil Kim Jongheon Jeong AAML DiffM 177 0 0 31 Oct 2025
Security Risk of Misalignment between Text and Image in Multi-modal Model Xiaosen Wang Zhijin Ge Shaokang Wang DiffM 106 0 0 30 Oct 2025
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FreeSliders: Training-Free, Modality-Agnostic Concept Sliders for Fine-Grained Diffusion Control in Images, Audio, and Video Rotem Ezra Hedi Zisling Nimrod Berman Ilan Naiman Alexey Gorkor Liran Nochumsohn Eliya Nachmani Omri Azencot DiffM 131 0 0 30 Oct 2025
Diffusion-Driven Progressive Target Manipulation for Source-Free Domain Adaptation Yuyang Huang Yabo Chen Junyu Zhou Wenrui Dai Xiaopeng Zhang Junni Zou Hongkai Xiong Qi Tian TTA 150 0 0 29 Oct 2025
PSTF-AttControl: Per-Subject-Tuning-Free Personalized Image Generation with Controllable Face AttributesImage and Vision Computing (IVC), 2025 Xiang Liu Zhaoxiang Liu Huan Hu Zipeng Wang Ping Chen Z. Chen Kai Wang Shiguo Lian 81 0 0 29 Oct 2025
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