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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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Title
MultiDreamer3D: Multi-concept 3D Customization with Concept-Aware Diffusion Guidance Wooseok Song Seunggyu Chang Jaejun Yoo DiffM 115 0 0 23 Jan 2025
3D Object Manipulation in a Single Image using Generative Models Ruisi Zhao Zechuan Zhang Zongxin Yang Yi Yang 99 1 0 22 Jan 2025
Accelerate High-Quality Diffusion Models with Inner Loop Feedback M. Gwilliam Han Cai Di Wu Abhinav Shrivastava Zhiyu Cheng 226 1 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 142 5 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 81 0 0 21 Jan 2025
Hunyuan3D 2.0: Scaling Diffusion Models for High Resolution Textured 3D Assets Generation Zibo Zhao Zeqiang Lai Qingxiang Lin Yunfei Zhao Haolin Liu ... Jingwei Huang Chunchao Guo Jie Jiang Jingwei Huang Chunchao Guo 263 45 0 21 Jan 2025
DiffDoctor: Diagnosing Image Diffusion Models Before Treating Yiyang Wang Xi Chen Xiaogang Xu S. Ji Yongxu Liu Yujun Shen Hengshuang Zhao DiffM 149 0 0 21 Jan 2025
Ditto: Accelerating Diffusion Model via Temporal Value Similarity Sungbin Kim Hyunwuk Lee Wonho Cho Mincheol Park Won Woo Ro 153 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 179 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 160 4 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 124 0 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 106 1 0 20 Jan 2025
Diffusion Models in Recommendation Systems: A Survey Ting-Ruen Wei Yi Fang 235 3 0 17 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 99 0 0 17 Jan 2025
Grounding Text-to-Image Diffusion Models for Controlled High-Quality Image Generation Ahmad Süleyman Göksel Biricik 87 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 84 4 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-Hsuan Yang Sergey Tulyakov DiffM VGen 192 13 0 10 Jan 2025
EditAR: Unified Conditional Generation with Autoregressive Models Jiteng Mu Nuno Vasconcelos Xinyu Wang DiffM 89 6 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 76 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 154 16 0 08 Jan 2025
MObI: Multimodal Object Inpainting Using Diffusion Models Alexandru Buburuzan Anuj Sharma John Redford P. Dokania Romain Mueller DiffM 198 1 0 06 Jan 2025
SOEDiff: Efficient Distillation for Small Object Editing Yiming Wu Qihe Pan Zhen Zhao Zicheng Wang Sifan Long Ronghua Liang DiffM 179 0 0 03 Jan 2025
Text2Data: Low-Resource Data Generation with Textual Control Shiyu Wang Yihao Feng Tian Lan Ning Yu Yu Bai Ran Xu Han Wang Caiming Xiong Siyang Song DiffM 152 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 115 6 0 03 Jan 2025
GeoDiffuser: Geometry-Based Image Editing with Diffusion Models Rahul Sajnani Jeroen Vanbaar Jie Min Kapil D. Katyal Srinath Sridhar DiffM 174 13 0 03 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 172 6 0 03 Jan 2025
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 84 23 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 127 2 0 31 Dec 2024
AdaDiff: Adaptive Step Selection for Fast Diffusion Models Hui Zhang Zuxuan Wu Zhen Xing Jie Shao Yu-Gang Jiang 149 13 0 31 Dec 2024
Stable-TTS: Stable Speaker-Adaptive Text-to-Speech Synthesis via Prosody Prompting Wooseok Han Minki Kang Changhun Kim Eunho Yang 68 1 0 31 Dec 2024
Conditional Balance: Improving Multi-Conditioning Trade-Offs in Image Generation Nadav Cohen O. Nir Ariel Shamir DiffM 80 1 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 176 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 81 1 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 144 2 0 23 Dec 2024
Personalized Large Vision-Language Models Chau Pham Hoang Phan David Doermann Yunjie Tian VLM 117 4 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 135 5 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 126 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 167 0 0 22 Dec 2024
Concept Guided Co-salient Object Detection Jiayi Zhu Qing Guo Felix Juefei-Xu Yihao Huang Yang Liu G. Pu 129 0 0 21 Dec 2024
Personalized Representation from Personalized Generation Shobhita Sundaram Julia Chae Yonglong Tian Sara Beery Phillip Isola 110 1 0 20 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 149 0 0 20 Dec 2024
FashionComposer: Compositional Fashion Image Generation S. Ji Yiyang Wang Xi Chen Xiaogang Xu Hao Luo Hengshuang Zhao 147 0 0 18 Dec 2024
Self-control: A Better Conditional Mechanism for Masked Autoregressive Model Qiaoying Qu Shiyu Shen DiffM 137 0 0 18 Dec 2024
CA-Edit: Causality-Aware Condition Adapter for High-Fidelity Local Facial Attribute Editing Xiaole Xian Xilin He Zenghao Niu Junliang Zhang Weicheng Xie Siyang Song Zitong Yu Linlin Shen DiffM 102 0 0 18 Dec 2024
Real-time One-Step Diffusion-based Expressive Portrait Videos Generation Hanzhong Guo Hongwei Yi Daquan Zhou Alexander William Bergman Michael Lingelbach Yizhou Yu DiffM 120 1 0 18 Dec 2024
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Lu Liu Huiyu Duan Qiang Hu Liu Yang Chunlei Cai Tianxiao Ye Huayu Liu Xiaoyun Zhang Guangtao Zhai EGVM 164 1 0 17 Dec 2024
Prompt Augmentation for Self-supervised Text-guided Image Manipulation Rumeysa Bodur Binod Bhattarai Tae-Kyun Kim DiffM 163 3 0 17 Dec 2024
OmniPrism: Learning Disentangled Visual Concept for Image Generation Yangyang Li Daqing Liu Wu Liu Allen He Xinchen Liu Yongdong Zhang Guoqing Jin DiffM CoGe 100 0 0 16 Dec 2024
A LoRA is Worth a Thousand Pictures Chenxi Liu Towaki Takikawa Alec Jacobson DiffM OffRL 182 2 0 16 Dec 2024
SAMIC: Segment Anything with In-Context Spatial Prompt Engineering S. Nagendra Kashif Rashid Chaopeng Shen Daniel Kifer VLM 143 2 0 16 Dec 2024