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
Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models Huan Ling Seung Wook Kim Antonio Torralba Sanja Fidler Karsten Kreis DiffM 3DGS 59 115 0 21 Dec 2023
DreamTuner: Single Image is Enough for Subject-Driven Generation Miao Hua Jiawei Liu Fei Ding Wei Liu Jie Wu Qian He 33 28 0 21 Dec 2023
Free-Editor: Zero-shot Text-driven 3D Scene Editing Nazmul Karim Hasan Iqbal Umar Khalid Jingyi Hua Chong Chen DiffM 51 8 0 21 Dec 2023
DreamDistribution: Learning Prompt Distribution for Diverse In-distribution Generation Brian Nlong Zhao Yuhang Xiao Lyne Tchapmi Xinyang Jiang Yifan Yang Dongsheng Li Laurent Itti Vibhav Vineet Yunhao Ge VLM 115 7 0 21 Dec 2023
Generative Multimodal Models are In-Context Learners Quan-Sen Sun Yufeng Cui Xiaosong Zhang Fan Zhang Qiying Yu ... Yueze Wang Yongming Rao Jingjing Liu Tiejun Huang Xinlong Wang MLLM LRM 50 251 0 20 Dec 2023
Repaint123: Fast and High-quality One Image to 3D Generation with Progressive Controllable 2D Repainting Junwu Zhang Zhenyu Tang Yatian Pang Xinhua Cheng Peng Jin Yida Wei Munan Ning Li-ming Yuan DiffM 3DGS 47 23 0 20 Dec 2023
All but One: Surgical Concept Erasing with Model Preservation in Text-to-Image Diffusion Models Seunghoo Hong Juhun Lee Simon S. Woo 39 19 0 20 Dec 2023
Prompting Hard or Hardly Prompting: Prompt Inversion for Text-to-Image Diffusion Models Shweta Mahajan Tanzila Rahman Kwang Moo Yi Leonid Sigal DiffM 48 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 Shogo Mitsuhori Soichi Sugano Hanying Cho Zhijian Liu Kurt Keutzer 37 32 0 19 Dec 2023
HuTuMotion: Human-Tuned Navigation of Latent Motion Diffusion Models with Minimal Feedback Gaoge Han Shaoli Huang Biwei Huang Jinglei Tang VGen 42 2 0 19 Dec 2023
FontDiffuser: One-Shot Font Generation via Denoising Diffusion with Multi-Scale Content Aggregation and Style Contrastive Learning Zhenhua Yang Dezhi Peng Yuxin Kong Yuyi Zhang Cong Yao Lianwen Jin VLM DiffM 52 42 0 19 Dec 2023
Towards Accurate Guided Diffusion Sampling through Symplectic Adjoint Method Jiachun Pan Hanshu Yan Jun Hao Liew Jiashi Feng Vincent Y. F. Tan 35 6 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 30 54 0 19 Dec 2023
Decoupled Textual Embeddings for Customized Image Generation Yufei Cai Yuxiang Wei Zhilong Ji Jinfeng Bai Hu Han Wangmeng Zuo DiffM 36 14 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 50 9 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 37 28 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 54 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 53 3 0 17 Dec 2023
CogCartoon: Towards Practical Story Visualization Zhongyang Zhu Jie Tang DiffM 37 3 0 17 Dec 2023
VidToMe: Video Token Merging for Zero-Shot Video Editing Xirui Li Chao Ma Xiaokang Yang Ming-Hsuan Yang DiffM VGen 48 40 0 17 Dec 2023
DETER: Detecting Edited Regions for Deterring Generative Manipulations Sai Wang Ye Zhu Ruoyu Wang Amaya Dharmasiri Olga Russakovsky Yu Wu 50 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 47 19 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 70 2 0 15 Dec 2023
Focus on Your Instruction: Fine-grained and Multi-instruction Image Editing by Attention Modulation Qin Guo Tianwei Lin DiffM 30 32 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 39 1 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 44 8 0 14 Dec 2023
SHAP-EDITOR: Instruction-guided Latent 3D Editing in Seconds Minghao Chen Junyu Xie Iro Laina Andrea Vedaldi KELM 55 9 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 40 23 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 27 48 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 52 77 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 106 15 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 60 8 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 44 8 0 13 Dec 2023
DiffuseRAW: End-to-End Generative RAW Image Processing for Low-Light Images Rishit Dagli 32 2 0 13 Dec 2023
The Lottery Ticket Hypothesis in Denoising: Towards Semantic-Driven Initialization Jiafeng Mao Xueting Wang Kiyoharu Aizawa DiffM 76 3 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 67 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 38 47 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 53 60 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 26 19 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 41 9 0 12 Dec 2023
LoRA-Enhanced Distillation on Guided Diffusion Models Pareesa Ameneh Golnari DiffM 27 5 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 54 5 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 33 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 61 58 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 48 88 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 37 1 0 11 Dec 2023
Stellar: Systematic Evaluation of Human-Centric Personalized Text-to-Image Methods Panos Achlioptas Alexandros Benetatos Iordanis Fostiropoulos Dimitris Skourtis 64 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 55 26 0 11 Dec 2023
Optimized View and Geometry Distillation from Multi-view Diffuser Youjia Zhang Zikai Song Junqing Yu Yawei Luo Wei Yang 39 0 0 11 Dec 2023
Correcting Diffusion Generation through Resampling Yujian Liu Yang Zhang Tommi Jaakkola Shiyu Chang 65 8 0 10 Dec 2023