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

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

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Title
Towards Accurate Guided Diffusion Sampling through Symplectic Adjoint Method Jiachun Pan Hanshu Yan Jun Hao Liew Jiashi Feng Vincent Y. F. Tan 64 8 0 19 Dec 2023
CreativeConnect: Supporting Reference Recombination for Graphic Design Ideation with Generative AI DaEun Choi Sumin Hong Jeongeon Park John Joon Young Chung Juho Kim 76 62 0 19 Dec 2023
Decoupled Textual Embeddings for Customized Image Generation Yufei Cai Yuxiang Wei Zhilong Ji Jinfeng Bai Hu Han Wangmeng Zuo DiffM 50 18 0 19 Dec 2023
StreamDiffusion: A Pipeline-level Solution for Real-time Interactive Generation Akio Kodaira Chenfeng Xu Toshiki Hazama Takanori Yoshimoto Kohei Ohno ... Soichi Sugano Hanying Cho Zhijian Liu Kurt Keutzer Kurt Keutzer 98 37 0 19 Dec 2023
MAG-Edit: Localized Image Editing in Complex Scenarios via Mask-Based Attention-Adjusted Guidance Qi Mao Lan Chen Yuchao Gu Zhen Fang Mike Zheng Shou DiffM 89 11 0 18 Dec 2023
SCEdit: Efficient and Controllable Image Diffusion Generation via Skip Connection Editing Zeyinzi Jiang Chaojie Mao Yulin Pan Zhen Han Jingfeng Zhang 71 30 0 18 Dec 2023
MagicScroll: Nontypical Aspect-Ratio Image Generation for Visual Storytelling via Multi-Layered Semantic-Aware Denoising Bingyuan Wang Hengyu Meng Zeyu Cai Lanjiong Li Yue Ma Qifeng Chen Zeyu Wang DiffM 91 3 0 18 Dec 2023
Your Student is Better Than Expected: Adaptive Teacher-Student Collaboration for Text-Conditional Diffusion Models Nikita Starodubcev Artem Fedorov Artem Babenko Dmitry Baranchuk DiffM 64 4 0 17 Dec 2023
CogCartoon: Towards Practical Story Visualization Zhongyang Zhu Jie Tang DiffM 70 4 0 17 Dec 2023
VidToMe: Video Token Merging for Zero-Shot Video Editing Xirui Li Chao Ma Xiaokang Yang Ming-Hsuan Yang DiffM VGen 103 48 0 17 Dec 2023
DETER: Detecting Edited Regions for Deterring Generative Manipulations Sai Wang Ye Zhu Ruoyu Wang Amaya Dharmasiri Olga Russakovsky Yu Wu 68 2 0 16 Dec 2023
CoCoGen: Physically-Consistent and Conditioned Score-based Generative Models for Forward and Inverse Problems Christian L. Jacobsen Yilin Zhuang Karthik Duraisamy AI4CE SyDa DiffM 99 22 0 16 Dec 2023
DreamTalk: When Expressive Talking Head Generation Meets Diffusion Probabilistic Models Yifeng Ma Shiwei Zhang Jiayu Wang Xiang Wang Yingya Zhang Zhidong Deng DiffM 123 23 0 15 Dec 2023
Focus on Your Instruction: Fine-grained and Multi-instruction Image Editing by Attention Modulation Qin Guo Tianwei Lin DiffM 76 36 0 15 Dec 2023
Faster Diffusion: Rethinking the Role of UNet Encoder in Diffusion Models Senmao Li Taihang Hu Fahad Shahbaz Khan Linxuan Li Shiqi Yang Yaxing Wang Ming-Ming Cheng Jian Yang DiffM 83 5 0 15 Dec 2023
LIME: Localized Image Editing via Attention Regularization in Diffusion Models Enis Simsar A. Tonioni Yongqin Xian Thomas Hofmann Federico Tombari DiffM 68 9 0 14 Dec 2023
SHAP-EDITOR: Instruction-guided Latent 3D Editing in Seconds Minghao Chen Junyu Xie Iro Laina Andrea Vedaldi KELM 84 10 0 14 Dec 2023
DiffusionLight: Light Probes for Free by Painting a Chrome Ball Pakkapon Phongthawee Worameth Chinchuthakun Nontaphat Sinsunthithet Amit Raj Varun Jampani Pramook Khungurn Supasorn Suwajanakorn DiffM 103 27 0 14 Dec 2023
VideoLCM: Video Latent Consistency Model Xiang Wang Shiwei Zhang Han Zhang Yu Liu Yingya Zhang Changxin Gao Nong Sang VGen DiffM 91 51 0 14 Dec 2023
Agent Attention: On the Integration of Softmax and Linear Attention Dongchen Han Tianzhu Ye Yizeng Han Zhuofan Xia Siyuan Pan Pengfei Wan Shiji Song Gao Huang 103 87 0 14 Dec 2023
Compositional Inversion for Stable Diffusion Models Xu-Lu Zhang Xiao Wei Jinlin Wu Tianyi Zhang Zhaoxiang Zhang Zhen Lei Qing Li 149 16 0 13 Dec 2023
AdapEdit: Spatio-Temporal Guided Adaptive Editing Algorithm for Text-Based Continuity-Sensitive Image Editing Zhiyuan Ma Guoli Jia Bowen Zhou DiffM 95 11 0 13 Dec 2023
Diffusion-based Blind Text Image Super-Resolution Yuzhe Zhang Jiawei Zhang Hao Li Zhouxia Wang Luwei Hou Dongqing Zou Liheng Bian 96 14 0 13 Dec 2023
DiffuseRAW: End-to-End Generative RAW Image Processing for Low-Light Images Rishit Dagli 56 2 0 13 Dec 2023
The Lottery Ticket Hypothesis in Denoising: Towards Semantic-Driven Initialization Jiafeng Mao Xueting Wang Kiyoharu Aizawa DiffM 105 5 0 13 Dec 2023
SimAC: A Simple Anti-Customization Method for Protecting Face Privacy against Text-to-Image Synthesis of Diffusion Models Feifei Wang Zhentao Tan Tianyi Wei Yue-bo Wu Qidong Huang DiffM 93 13 0 13 Dec 2023
FreeInit: Bridging Initialization Gap in Video Diffusion Models Tianxing Wu Chenyang Si Yuming Jiang Ziqi Huang Ziwei Liu DiffM VGen 82 53 0 12 Dec 2023
FreeControl: Training-Free Spatial Control of Any Text-to-Image Diffusion Model with Any Condition Sicheng Mo Fangzhou Mu Kuan Heng Lin Yanli Liu Bochen Guan Yin Li Bolei Zhou DiffM 107 67 0 12 Dec 2023
GenHowTo: Learning to Generate Actions and State Transformations from Instructional Videos Tomávs Souvcek Dima Damen Michael Wray Ivan Laptev Josef Sivic VGen 88 21 0 12 Dec 2023
CCM: Adding Conditional Controls to Text-to-Image Consistency Models Jie Xiao Kai Zhu Han Zhang Zhiheng Liu Yujun Shen Yu Liu Xueyang Fu Zheng-Jun Zha DiffM 74 11 0 12 Dec 2023
LoRA-Enhanced Distillation on Guided Diffusion Models Pareesa Ameneh Golnari DiffM 54 6 0 12 Dec 2023
ControlNet-XS: Designing an Efficient and Effective Architecture for Controlling Text-to-Image Diffusion Models Denis Zavadski Johann-Friedrich Feiden Carsten Rother DiffM 81 10 0 11 Dec 2023
DreamControl: Control-Based Text-to-3D Generation with 3D Self-Prior Tianyu Huang Yihan Zeng Zhilu Zhang Wan Xu Hang Xu Songcen Xu Rynson W. H. Lau Wangmeng Zuo 46 26 0 11 Dec 2023
PortraitBooth: A Versatile Portrait Model for Fast Identity-preserved Personalization Xu Peng Junwei Zhu Boyuan Jiang Ying Tai Donghao Luo Jiangning Zhang Wei Lin Taisong Jin Chengjie Wang Rongrong Ji DiffM 133 60 0 11 Dec 2023
Style Injection in Diffusion: A Training-free Approach for Adapting Large-scale Diffusion Models for Style Transfer Jiwoo Chung Sangeek Hyun Jae-Pil Heo DiffM 100 101 0 11 Dec 2023
DisControlFace: Disentangled Control for Personalized Facial Image Editing Haozhe Jia Yan Li Hengfei Cui Di Xu Changpeng Yang Yuwang Wang Tao Yu DiffM 60 1 0 11 Dec 2023
Stellar: Systematic Evaluation of Human-Centric Personalized Text-to-Image Methods Panos Achlioptas Alexandros Benetatos Iordanis Fostiropoulos Dimitris Skourtis 122 9 0 11 Dec 2023
CONFORM: Contrast is All You Need For High-Fidelity Text-to-Image Diffusion Models Tuna Han Salih Meral Enis Simsar Federico Tombari Pinar Yanardag DiffM VLM 116 34 0 11 Dec 2023
Optimized View and Geometry Distillation from Multi-view Diffuser Youjia Zhang Zikai Song Junqing Yu Yawei Luo Wei Yang 178 0 0 11 Dec 2023
Correcting Diffusion Generation through Resampling Yujian Liu Yang Zhang Tommi Jaakkola Shiyu Chang 103 8 0 10 Dec 2023
Neutral Editing Framework for Diffusion-based Video Editing Sunjae Yoon Gwanhyeong Koo Jiajing Hong Changdong Yoo VGen DiffM 47 1 0 10 Dec 2023
A Video is Worth 256 Bases: Spatial-Temporal Expectation-Maximization Inversion for Zero-Shot Video Editing Maomao Li Yu Li Tianyu Yang Yunfei Liu Dongxu Yue Zhihui Lin Dong Xu VGen 36 9 0 10 Dec 2023
AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model Teng Hu Jiangning Zhang Ran Yi Yuzhen Du Xu Chen Liang Liu Yabiao Wang Chengjie Wang 130 78 0 10 Dec 2023
BARET : Balanced Attention based Real image Editing driven by Target-text Inversion Yuming Qiao Fanyi Wang Jingwen Su Yanhao Zhang Yunjie Yu Siyu Wu Guo-Jun Qi DiffM 49 4 0 09 Dec 2023
SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation Thuan Hoang Nguyen Anh Tran DiffM 78 66 0 08 Dec 2023
MotionCrafter: One-Shot Motion Customization of Diffusion Models Yuxin Zhang Fan Tang Nisha Huang Haibin Huang Chongyang Ma Weiming Dong Changsheng Xu DiffM VGen 91 15 0 08 Dec 2023
DreaMoving: A Human Video Generation Framework based on Diffusion Models Mengyang Feng Jinlin Liu Kai Yu Yuan Yao Zheng Hui ... Xiaoyang Kang Biwen Lei Miaomiao Cui Peiran Ren Xuansong Xie VGen 66 29 0 08 Dec 2023
RS-Corrector: Correcting the Racial Stereotypes in Latent Diffusion Models Yue Jiang Yueming Lyu Tianxiang Ma Bo Peng Jing Dong 121 4 0 08 Dec 2023
RL Dreams: Policy Gradient Optimization for Score Distillation based 3D Generation Aradhya Neeraj Mathur Phu-Cuong Pham Aniket Bera Ojaswa Sharma 69 0 0 08 Dec 2023
NeuSD: Surface Completion with Multi-View Text-to-Image Diffusion Savva Ignatyev Daniil Selikhanovych Oleg Voynov Yiqun Wang Peter Wonka Stamatios Lefkimmiatis Evgeny Burnaev 62 0 0 07 Dec 2023