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

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

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Assessing the use of Diffusion models for motion artifact correction in brain MRI Paolo Angella Vito Paolo Pastore Matteo Santacesaria MedIm DiffM 67 1 0 03 Feb 2025
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LLM-guided Instance-level Image Manipulation with Diffusion U-Net Cross-Attention Maps Andrey Palaev Adil Mehmood Khan S. M. Ahsan Kazmi DiffM 58 0 0 23 Jan 2025
Parameter-Efficient Fine-Tuning for Foundation Models Dan Zhang Tao Feng Lilong Xue Yuandong Wang Yuxiao Dong J. Tang 56 9 0 23 Jan 2025
MultiDreamer3D: Multi-concept 3D Customization with Concept-Aware Diffusion Guidance Wooseok Song Seunggyu Chang Jaejun Yoo DiffM 49 0 0 23 Jan 2025
3D Object Manipulation in a Single Image using Generative Models Ruisi Zhao Zechuan Zhang Zongxin Yang Yi Yang 55 1 0 22 Jan 2025
Accelerate High-Quality Diffusion Models with Inner Loop Feedback M. Gwilliam Han Cai Di Wu Abhinav Shrivastava Zhiyu Cheng 95 0 0 22 Jan 2025
TokenVerse: Versatile Multi-concept Personalization in Token Modulation Space Daniel Garibi Shahar Yadin Roni Paiss Omer Tov Shiran Zada Ariel Ephrat T. Michaeli Inbar Mosseri Tali Dekel DiffM 108 2 0 21 Jan 2025
ComposeAnyone: Controllable Layout-to-Human Generation with Decoupled Multimodal Conditions Shiyue Zhang Zheng Chong Xi Lu Wenqing Zhang Haoxiang Li Xujie Zhang Jiehui Huang Xiao Dong Xiaodan Liang DiffM 54 0 0 21 Jan 2025
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Ditto: Accelerating Diffusion Model via Temporal Value Similarity Sungbin Kim Hyunwuk Lee Wonho Cho Mincheol Park Won Woo Ro 60 1 0 20 Jan 2025
Generate E-commerce Product Background by Integrating Category Commonality and Personalized Style Haohan Wang Wei Feng Yang Lu Yaoyu Li Zheng Zhang Jingjing Lv Xin Zhu Jun-Jun Shen DiffM 83 5 0 20 Jan 2025
Isolated Diffusion: Optimizing Multi-Concept Text-to-Image Generation Training-Freely with Isolated Diffusion Guidance Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan 82 4 0 20 Jan 2025
PIXELS: Progressive Image Xemplar-based Editing with Latent Surgery Shristi Das Biswas Matthew Shreve Xuelu Li Prateek Singhal Kaushik Roy DiffM 46 1 0 20 Jan 2025
SuperNeRF-GAN: A Universal 3D-Consistent Super-Resolution Framework for Efficient and Enhanced 3D-Aware Image Synthesis Peng Zheng Linzhi Huang Yizhou Yu Y. Chang Yilin Wang Rui Ma 50 0 0 20 Jan 2025
SynthLight: Portrait Relighting with Diffusion Model by Learning to Re-render Synthetic Faces Sumit Chaturvedi Mengwei Ren Yannick Hold-Geoffroy Jingyuan Liu Julie Dorsey Zhixin Shu DiffM 74 0 0 17 Jan 2025
Grounding Text-to-Image Diffusion Models for Controlled High-Quality Image Generation Ahmad Süleyman Göksel Biricik 52 2 0 15 Jan 2025
Enhancing Image Generation Fidelity via Progressive Prompts Zhen Xiong Yuqi Li Chuanguang Yang Tiao Tan Zhihong Zhu Siyuan Li Yue Ma 55 1 0 13 Jan 2025
Multi-subject Open-set Personalization in Video Generation Tsai-Shien Chen Aliaksandr Siarohin Willi Menapace Yuwei Fang Kwot Sin Lee Ivan Skorokhodov Kfir Aberman Jun-Yan Zhu Ming Yang Sergey Tulyakov DiffM VGen 79 7 0 10 Jan 2025
EditAR: Unified Conditional Generation with Autoregressive Models Jiteng Mu Nuno Vasconcelos Xinyu Wang DiffM 43 5 0 08 Jan 2025
Instructive3D: Editing Large Reconstruction Models with Text Instructions Kunal Kathare Ankit Dhiman K Vikas Gowda Siddharth Aravindan Shubham Monga Basavaraja Shanthappa Vandrotti Lokesh R. Boregowda DiffM 38 2 0 08 Jan 2025
ConceptMaster: Multi-Concept Video Customization on Diffusion Transformer Models Without Test-Time Tuning Yuzhou Huang Ziyang Yuan Quande Liu Qiulin Wang Xintao Wang Ruimao Zhang Pengfei Wan Di Zhang Kun Gai VGen DiffM 55 10 0 08 Jan 2025
MObI: Multimodal Object Inpainting Using Diffusion Models Alexandru Buburuzan Anuj Sharma John Redford P. Dokania Romain Mueller DiffM 96 1 0 06 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 84 6 0 03 Jan 2025
Text2Data: Low-Resource Data Generation with Textual Control Shiyu Wang Yihao Feng Tian Lan Ning Yu Yu Bai Ran Xu Hairu Wang Caiming Xiong Shri Kiran Srinivasan DiffM 88 0 0 03 Jan 2025
GeoDiffuser: Geometry-Based Image Editing with Diffusion Models Rahul Sajnani Jeroen Vanbaar Jie Min Kapil D. Katyal Srinath Sridhar DiffM 59 10 0 03 Jan 2025
SOEDiff: Efficient Distillation for Small Object Editing Yiming Wu Qihe Pan Zhen Zhao Zicheng Wang Sifan Long Ronghua Liang DiffM 70 0 0 03 Jan 2025
Nested Attention: Semantic-aware Attention Values for Concept Personalization Or Patashnik Rinon Gal Daniil Ostashev Sergey Tulyakov Kfir Aberman Daniel Cohen-Or DiffM 54 5 0 03 Jan 2025
AdaDiff: Adaptive Step Selection for Fast Diffusion Models Hui Zhang Zuxuan Wu Zhen Xing Jie Shao Yu-Gang Jiang 61 9 0 31 Dec 2024
Conditional Balance: Improving Multi-Conditioning Trade-Offs in Image Generation Nadav Cohen O. Nir Ariel Shamir DiffM 46 1 0 31 Dec 2024
WeatherDG: LLM-assisted Diffusion Model for Procedural Weather Generation in Domain-Generalized Semantic Segmentation Chenghao Qian Yuhu Guo Yuhong Mo Wenjing Li DiffM 42 0 0 31 Dec 2024
ConsistentID: Portrait Generation with Multimodal Fine-Grained Identity Preserving Jiehui Huang Xiao Dong Wenhui Song Zheng Chong Zhiqiang Zhang ... Long Chen Hanhui Li Yiqiang Yan Shengcai Liao Xiaodan Liang DiffM 50 21 0 31 Dec 2024
Stable-TTS: Stable Speaker-Adaptive Text-to-Speech Synthesis via Prosody Prompting Wooseok Han Minki Kang Changhun Kim Eunho Yang 43 0 0 31 Dec 2024
Edicho: Consistent Image Editing in the Wild Qingyan Bai Hao Ouyang Yinghao Xu Qiuyu Wang Ceyuan Yang Ka Leong Cheng Yujun Shen Qifeng Chen DiffM 86 1 0 30 Dec 2024
Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Sen Peng Jijia Yang Mingyue Wang Jianfei He Xiaohua Jia DiffM 55 0 0 25 Dec 2024
DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Ente Lin Xujie Zhang Fuwei Zhao Yuxuan Luo Xin Dong Long Zeng Xiaodan Liang VLM DiffM 76 2 0 23 Dec 2024
Personalized Large Vision-Language Models Chau Pham Hoang Phan David Doermann Yunjie Tian VLM 52 3 0 23 Dec 2024
DreamOmni: Unified Image Generation and Editing Bin Xia Yuechen Zhang Jingyao Li Chengyao Wang Yitong Wang Xinglong Wu Bei Yu Jiaya Jia SyDa MLLM 94 3 0 22 Dec 2024
RealisID: Scale-Robust and Fine-Controllable Identity Customization via Local and Global Complementation Zhaoyang Sun Fei Du Weihua Chen Fan Wang Yaxiong Chen Yi Rong Shengwu Xiong DiffM 83 1 0 22 Dec 2024
HyperNet Fields: Efficiently Training Hypernetworks without Ground Truth by Learning Weight Trajectories Eric Hedlin Munawar Hayat Fatih Porikli Kwang Moo Yi Shweta Mahajan 3DH 74 0 0 22 Dec 2024
Concept Guided Co-saliency Objection Detection Jiayi Zhu Qing Guo Felix Juefei-Xu Yihao Huang Yang Liu G. Pu 85 0 0 21 Dec 2024
GCA-3D: Towards Generalized and Consistent Domain Adaptation of 3D Generators Hengjia Li Yang Liu Yibo Zhao Haoran Cheng Yang Yang ... Qibo Qiu Boxi Wu Tu Zheng Zheng Yang D. Cai 101 0 0 20 Dec 2024
FashionComposer: Compositional Fashion Image Generation S. Ji Yiyang Wang Xi Chen Xiaogang Xu Hao Luo Hengshuang Zhao 83 0 0 18 Dec 2024
Self-control: A Better Conditional Mechanism for Masked Autoregressive Model Qiaoying Qu Shiyu Shen DiffM 84 0 0 18 Dec 2024