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
GaussianObject: Just Taking Four Images to Get A High-Quality 3D Object with Gaussian Splatting Chen Yang Sikuang Li Jiemin Fang Ruofan Liang Lingxi Xie Xiaopeng Zhang Wei Shen Qi Tian 3DGS 39 30 0 15 Feb 2024
Zero-Shot Unsupervised and Text-Based Audio Editing Using DDPM Inversion Hila Manor T. Michaeli DiffM 47 25 0 15 Feb 2024
Textual Localization: Decomposing Multi-concept Images for Subject-Driven Text-to-Image Generation Junjie Shentu Matthew Watson Noura Al Moubayed 45 0 0 15 Feb 2024
DreamMatcher: Appearance Matching Self-Attention for Semantically-Consistent Text-to-Image Personalization Jisu Nam Heesu Kim Dongjae Lee Siyoon Jin Seungryong Kim Seunggyu Chang DiffM 37 40 0 15 Feb 2024
Magic-Me: Identity-Specific Video Customized Diffusion Ze Ma Daquan Zhou Chun-Hsiao Yeh Xue-She Wang Xiuyu Li Huanrui Yang Zhen Dong Kurt Keutzer Jiashi Feng VGen DiffM 45 31 0 14 Feb 2024
DoRA: Weight-Decomposed Low-Rank Adaptation Shih-yang Liu Chien-Yi Wang Hongxu Yin Pavlo Molchanov Yu-Chiang Frank Wang Kwang-Ting Cheng Min-Hung Chen 52 363 0 14 Feb 2024
Can Text-to-image Model Assist Multi-modal Learning for Visual Recognition with Visual Modality Missing? Tiantian Feng Daniel Yang Digbalay Bose Shrikanth Narayanan 59 5 0 14 Feb 2024
PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models Fei Deng Qifei Wang Wei Wei Matthias Grundmann Tingbo Hou EGVM 34 18 0 13 Feb 2024
Learning Continuous 3D Words for Text-to-Image Generation Ta-Ying Cheng Matheus Gadelha Thibault Groueix Matthew Fisher R. Měch Andrew Markham Niki Trigoni DiffM 48 13 0 13 Feb 2024
Latent Inversion with Timestep-aware Sampling for Training-free Non-rigid Editing Yunji Jung Seokju Lee Tair Djanibekov Hyunjung Shim Jongchul Ye 26 1 0 13 Feb 2024
Fine-Tuning Text-To-Image Diffusion Models for Class-Wise Spurious Feature Generation AprilPyone Maungmaung H. Nguyen Hitoshi Kiya Isao Echizen 48 6 0 13 Feb 2024
Discovering Universal Semantic Triggers for Text-to-Image Synthesis Shengfang Zhai Weilong Wang Jiajun Li Yinpeng Dong Hang Su Qingni Shen EGVM 49 3 0 12 Feb 2024
Sophia-in-Audition: Virtual Production with a Robot Performer Taotao Zhou Teng Xu Dong Zhang Yuyang Jiao Peijun Xu Yaoyu He Lan Xu Jingyi Yu 56 1 0 10 Feb 2024
Synthesizing CTA Image Data for Type-B Aortic Dissection using Stable Diffusion Models Ayman Abaid Muhammad Ali Farooq N. Hynes Peter Corcoran Ihsan Ullah MedIm DiffM 19 2 0 10 Feb 2024
ControlUDA: Controllable Diffusion-assisted Unsupervised Domain Adaptation for Cross-Weather Semantic Segmentation Fengyi Shen Li Zhou Kagan Kucukaytekin Ziyuan Liu He Wang Alois C. Knoll DiffM 47 2 0 09 Feb 2024
Human Aesthetic Preference-Based Large Text-to-Image Model Personalization: Kandinsky Generation as an Example Aven Le Zhou Yu-Ao Wang Wei Wu Kang Zhang 36 1 0 09 Feb 2024
HeadStudio: Text to Animatable Head Avatars with 3D Gaussian Splatting Zhen Zhou Fan Ma Hehe Fan Yi Yang 3DGS 48 24 0 09 Feb 2024
Animated Stickers: Bringing Stickers to Life with Video Diffusion David Yan Winnie Zhang Luxin Zhang Anmol Kalia Dingkang Wang ... Guan Pang Ali K. Thabet Peter Vajda Amy Bearman Licheng Yu VGen DiffM 78 2 0 08 Feb 2024
MIGC: Multi-Instance Generation Controller for Text-to-Image Synthesis Dewei Zhou You Li Fan Ma Zongxin Yang Yi Yang DiffM 33 59 0 08 Feb 2024
Get What You Want, Not What You Don't: Image Content Suppression for Text-to-Image Diffusion Models Senmao Li Joost van de Weijer Taihang Hu Fahad Shahbaz Khan Qibin Hou Yaxing Wang Jian Yang DiffM 55 27 0 08 Feb 2024
$λ$ -ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space Maitreya Patel Sangmin Jung Chitta Baral Yezhou Yang VLM 31 31 0 07 Feb 2024
VRMM: A Volumetric Relightable Morphable Head Model Haotian Yang Mingwu Zheng Chongyang Ma Yu-kun Lai Pengfei Wan Haibin Huang 3DH 55 7 0 06 Feb 2024
An Inpainting-Infused Pipeline for Attire and Background Replacement F. Mahlow A. F. Zanella William Alberto Cruz-Castaneda Marcellus Amadeus 51 0 0 05 Feb 2024
Training-Free Consistent Text-to-Image Generation Yoad Tewel Omri Kaduri Rinon Gal Yoni Kasten Lior Wolf Gal Chechik Yuval Atzmon DiffM 33 55 0 05 Feb 2024
Direct-a-Video: Customized Video Generation with User-Directed Camera Movement and Object Motion Shiyuan Yang Liang Hou Haibin Huang Chongyang Ma Pengfei Wan Di Zhang Xiaodong Chen Jing Liao VGen DiffM 68 81 0 05 Feb 2024
InteractiveVideo: User-Centric Controllable Video Generation with Synergistic Multimodal Instructions Yiyuan Zhang Yuhao Kang Zhixin Zhang Xiaohan Ding Sanyuan Zhao Xiangyu Yue VGen 74 4 0 05 Feb 2024
DisDet: Exploring Detectability of Backdoor Attack on Diffusion Models Yang Sui Huy Phan Jinqi Xiao Tian-Di Zhang Zijie Tang Cong Shi Yan Wang Yingying Chen Bo Yuan DiffM AAML 42 13 0 05 Feb 2024
Copyright Protection in Generative AI: A Technical Perspective Jie Ren Han Xu Pengfei He Yingqian Cui Shenglai Zeng ... Hongzhi Wen Jiayuan Ding Hui Liu Yi Chang Jiliang Tang DeLMO 42 34 0 04 Feb 2024
Separable Multi-Concept Erasure from Diffusion Models Mengnan Zhao Lihe Zhang Tianhang Zheng Yuqiu Kong Baocai Yin 61 10 0 03 Feb 2024
Mobile Fitting Room: On-device Virtual Try-on via Diffusion Models Justin Blalock David Munechika Harsha Karanth Alec Helbling Pratham Mehta Seongmin Lee Duen Horng Chau DiffM 52 0 0 02 Feb 2024
Can MLLMs Perform Text-to-Image In-Context Learning? Yuchen Zeng Wonjun Kang Yicong Chen Hyung Il Koo Kangwook Lee MLLM 41 11 0 02 Feb 2024
PRIME: Protect Your Videos From Malicious Editing Guanlin Li Shuai Yang Jie Zhang Tianwei Zhang 51 1 0 02 Feb 2024
Character-based Outfit Generation with Vision-augmented Style Extraction via LLMs Najmeh Forouzandehmehr Yijie Cao Nikhil Thakurdesai Ramin Giahi Luyi Ma Nima Farrokhsiar Jianpeng Xu Evren Körpeoglu Kannan Achan 50 2 0 02 Feb 2024
AnimateLCM: Accelerating the Animation of Personalized Diffusion Models and Adapters with Decoupled Consistency Learning Fu-Yun Wang Zhaoyang Huang Xiaoyu Shi Weikang Bian Guanglu Song Yu Liu Hongsheng Li 24 16 0 01 Feb 2024
CapHuman: Capture Your Moments in Parallel Universes Chao Liang Fan Ma Linchao Zhu Yingying Deng Yi Yang DiffM 31 23 0 01 Feb 2024
ReplaceAnything3D:Text-Guided 3D Scene Editing with Compositional Neural Radiance Fields Edward Bartrum Thu Nguyen-Phuoc Christopher Xie Zhengqin Li Numair Khan A. Avetisyan Douglas Lanman Lei Xiao DiffM 56 4 0 31 Jan 2024
Beyond Inserting: Learning Identity Embedding for Semantic-Fidelity Personalized Diffusion Generation Yang Li Songlin Yang Wei Wang Jing Dong DiffM 43 1 0 31 Jan 2024
A Survey on Generative AI and LLM for Video Generation, Understanding, and Streaming Pengyuan Zhou Lin Wang Zhi Liu Yanbin Hao Pan Hui Sasu Tarkoma J. Kangasharju VGen 54 28 0 30 Jan 2024
Repositioning the Subject within Image Yikai Wang Chenjie Cao Ke Fan Qiaole Dong Yifan Li Xiangyang Xue Yanwei Fu DiffM 47 2 0 30 Jan 2024
Pick-and-Draw: Training-free Semantic Guidance for Text-to-Image Personalization Henglei Lv Jiayu Xiao Liang Li Qingming Huang DiffM 56 6 0 30 Jan 2024
InstructIR: High-Quality Image Restoration Following Human Instructions Marcos V. Conde Gregor Geigle Radu Timofte DiffM 48 49 0 29 Jan 2024
Diffutoon: High-Resolution Editable Toon Shading via Diffusion Models Zhongjie Duan Chengyu Wang Cen Chen Weining Qian Jun Huang DiffM 26 7 0 29 Jan 2024
StableIdentity: Inserting Anybody into Anywhere at First Sight Qinghe Wang Xu Jia Xiaomin Li Taiqing Li Liqian Ma Yunzhi Zhuge Huchuan Lu 56 20 0 29 Jan 2024
Diffusion Facial Forgery Detection Harry Cheng Yangyang Guo Tianyi Wang L. Nie Mohan S. Kankanhalli 74 18 0 29 Jan 2024
Object-Driven One-Shot Fine-tuning of Text-to-Image Diffusion with Prototypical Embedding Jianxiang Lu Cong Xie Hui Guo DiffM 132 5 0 28 Jan 2024
IntentTuner: An Interactive Framework for Integrating Human Intents in Fine-tuning Text-to-Image Generative Models Xingchen Zeng Ziyao Gao Yilin Ye Wei Zeng 33 12 0 28 Jan 2024
DiffuserLite: Towards Real-time Diffusion Planning Zibin Dong Jianye Hao Yifu Yuan Fei Ni Yitian Wang Pengyi Li Yan Zheng 83 16 0 27 Jan 2024
A Survey on Data Augmentation in Large Model Era Yue Zhou Chenlu Guo Xu Wang Yi-Ju Chang Yuan Wu LM&MA VLM 62 24 0 27 Jan 2024
Annotated Hands for Generative Models Yue Yang Atith N Gandhi Greg Turk DiffM GAN 31 3 0 26 Jan 2024
TIP-Editor: An Accurate 3D Editor Following Both Text-Prompts And Image-Prompts Jingyu Zhuang Di Kang Yan-Pei Cao Guanbin Li Liang Lin Ying Shan DiffM 3DGS 62 38 0 26 Jan 2024