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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TeCH: Text-guided Reconstruction of Lifelike Clothed Humans Yangyi Huang Hongwei Yi Yuliang Xiu Tingting Liao Jiaxiang Tang Deng Cai Justus Thies DiffM 63 81 0 16 Aug 2023
CoDeF: Content Deformation Fields for Temporally Consistent Video Processing Ouyang Hao Qiuyu Wang Yuxi Xiao Qingyan Bai Juntao Zhang Kecheng Zheng Xiaowei Zhou Qifeng Chen Yujun Shen DiffM VGen 48 81 0 15 Aug 2023
Dancing Avatar: Pose and Text-Guided Human Motion Videos Synthesis with Image Diffusion Model Bosheng Qin Wentao Ye Qifan Yu Siliang Tang Yueting Zhuang DiffM VGen 29 13 0 15 Aug 2023
SGDiff: A Style Guided Diffusion Model for Fashion Synthesis Zheng Sun Yanghong Zhou Honghong He P. Y. Mok DiffM 45 26 0 15 Aug 2023
SpeechX: Neural Codec Language Model as a Versatile Speech Transformer Xiaofei Wang Manthan Thakker Zhuo Chen Naoyuki Kanda Sefik Emre Eskimez Sanyuan Chen M. Tang Shujie Liu Jinyu Li Takuya Yoshioka 28 80 0 14 Aug 2023
IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models Hu Ye Jun Zhang Siyi Liu Xiao Han Wei Yang DiffM 59 738 0 13 Aug 2023
LAW-Diffusion: Complex Scene Generation by Diffusion with Layouts Binbin Yang Yinzheng Luo Ziliang Chen Guangrun Wang Xiaodan Liang Liang Lin DiffM 41 12 0 13 Aug 2023
Masked-Attention Diffusion Guidance for Spatially Controlling Text-to-Image Generation Yuki Endo 43 8 0 11 Aug 2023
LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation Leigang Qu Shengqiong Wu Hao Fei Liqiang Nie Tat-Seng Chua LM&Ro DiffM MLLM 42 88 0 09 Aug 2023
Spellburst: A Node-based Interface for Exploratory Creative Coding with Natural Language Prompts Tyler Angert Miroslav Suzara Jenny Han Christopher Pondoc Hariharan Subramonyam 40 43 0 07 Aug 2023
DiffSynth: Latent In-Iteration Deflickering for Realistic Video Synthesis Zhongjie Duan Lizhou You Chengyu Wang Cen Chen Ziheng Wu Weining Qian Jun Huang DiffM 37 8 0 07 Aug 2023
ConceptLab: Creative Concept Generation using VLM-Guided Diffusion Prior Constraints Elad Richardson Kfir Goldberg Yuval Alaluf Daniel Cohen-Or DiffM 38 11 0 03 Aug 2023
DiffColor: Toward High Fidelity Text-Guided Image Colorization with Diffusion Models Jianxin Lin Peng Xiao Yijun Wang Rongsheng Zhang Xiangxiang Zeng DiffM 38 3 0 03 Aug 2023
COMICS: End-to-end Bi-grained Contrastive Learning for Multi-face Forgery Detection Cong Zhang H. Qi Shuhui Wang Yuezun Li Siwei Lyu CVBM 46 6 0 03 Aug 2023
Circumventing Concept Erasure Methods For Text-to-Image Generative Models Minh Pham Kelly O. Marshall Niv Cohen Govind Mittal Chinmay Hegde DiffM 28 40 0 03 Aug 2023
Reverse Stable Diffusion: What prompt was used to generate this image? Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah VLM DiffM 44 6 0 02 Aug 2023
SYNAuG: Exploiting Synthetic Data for Data Imbalance Problems Moon Ye-Bin Nam Hyeon-Woo Wonseok Choi Nayeong Kim Suha Kwak Tae-Hyun Oh DiffM 27 3 0 02 Aug 2023
Degeneration-Tuning: Using Scrambled Grid shield Unwanted Concepts from Stable Diffusion Zixuan Ni Longhui Wei Jiacheng Li Siliang Tang Yueting Zhuang Qi Tian DiffM 31 21 0 02 Aug 2023
ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation Yasheng Sun Yifan Yang Houwen Peng Yifei Shen Yuqing Yang Hang-Rui Hu Lili Qiu Hideki Koike DiffM LM&Ro 42 33 0 02 Aug 2023
DAVIS: High-Quality Audio-Visual Separation with Generative Diffusion Models Chao Huang Susan Liang Yapeng Tian Anurag Kumar Chenliang Xu DiffM 29 4 0 31 Jul 2023
Image Synthesis under Limited Data: A Survey and Taxonomy Mengping Yang Zhe Wang 33 8 0 31 Jul 2023
BAGM: A Backdoor Attack for Manipulating Text-to-Image Generative Models J. Vice Naveed Akhtar Richard I. Hartley Ajmal Mian SILM DiffM 34 18 0 31 Jul 2023
TEDi: Temporally-Entangled Diffusion for Long-Term Motion Synthesis Zihan Zhang Richard Liu Kfir Aberman Rana Hanocka DiffM 46 26 0 27 Jul 2023
Visual Instruction Inversion: Image Editing via Visual Prompting Thao Nguyen Yuheng Li Utkarsh Ojha Yong Jae Lee DiffM 32 22 0 26 Jul 2023
A Survey on Generative Modeling with Limited Data, Few Shots, and Zero Shot Milad Abdollahzadeh Touba Malekzadeh Christopher T. H. Teo Keshigeyan Chandrasegaran Guimeng Liu Ngai-man Cheung VLM MedIm 54 21 0 26 Jul 2023
Points-to-3D: Bridging the Gap between Sparse Points and Shape-Controllable Text-to-3D Generation Chaohui Yu Qiang-feng Zhou Jingliang Li Zhe Zhang Zhibin Wang Fan Wang DiffM 30 38 0 26 Jul 2023
Composite Diffusion \| whole >= Σparts Vikram Jamwal S. Ramaneswaran DiffM 26 0 0 25 Jul 2023
TF-ICON: Diffusion-Based Training-Free Cross-Domain Image Composition Shilin Lu Yanzhu Liu A. Kong 45 93 0 24 Jul 2023
Subject-Diffusion:Open Domain Personalized Text-to-Image Generation without Test-time Fine-tuning Jiancang Ma Junhao Liang Chen Chen H. Lu 31 138 0 21 Jul 2023
General Image-to-Image Translation with One-Shot Image Guidance Bin Cheng Zuhao Liu Yunbo Peng Yue-Hsun Lin ViT DiffM 29 37 0 20 Jul 2023
Diffusion Sampling with Momentum for Mitigating Divergence Artifacts Suttisak Wizadwongsa Worameth Chinchuthakun Pramook Khungurn Amit Raj Supasorn Suwajanakorn DiffM 56 2 0 20 Jul 2023
BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion Jinheng Xie Yuexiang Li Yawen Huang Haozhe Liu Wentian Zhang Yefeng Zheng Mike Zheng Shou DiffM 53 194 0 20 Jul 2023
AdjointDPM: Adjoint Sensitivity Method for Gradient Backpropagation of Diffusion Probabilistic Models Jiachun Pan Jun Hao Liew Vincent Y. F. Tan Jiashi Feng Hanshu Yan DiffM 37 11 0 20 Jul 2023
PreDiff: Precipitation Nowcasting with Latent Diffusion Models Zhihan Gao Xingjian Shi Boran Han Hongya Wang Xiaoyong Jin Danielle C. Maddix Yi Zhu Mu Li Bernie Wang BDL DiffM 48 58 0 19 Jul 2023
FABRIC: Personalizing Diffusion Models with Iterative Feedback Dimitri von Rütte Elisabetta Fedele Jonathan Thomm Lukas Wolf 27 13 0 19 Jul 2023
Text2Layer: Layered Image Generation using Latent Diffusion Model Xinyang Zhang Wentian Zhao Xin Lu J. Chien DiffM 24 11 0 19 Jul 2023
Generative Prompt Model for Weakly Supervised Object Localization Yuzhong Zhao QiXiang Ye Weijia Wu Chunhua Shen Fang Wan WSOL VLM DiffM 39 28 0 19 Jul 2023
AnyDoor: Zero-shot Object-level Image Customization Xi Chen Lianghua Huang Yu Liu Yujun Shen Deli Zhao Hengshuang Zhao DiffM 51 256 0 18 Jul 2023
FISTNet: FusIon of STyle-path generative Networks for Facial Style Transfer Sunder Ali Khowaja Lewis Nkenyereye G. Mujtaba I. Lee Giancarlo Fortino K. Dev 3DH 3DPC CVBM 45 4 0 18 Jul 2023
Towards Authentic Face Restoration with Iterative Diffusion Models and Beyond Yang Zhao Tingbo Hou Yu-Chuan Su Xuhui Jia. Yandong Li Matthias Grundmann DiffM 43 16 0 18 Jul 2023
Identity-Preserving Aging of Face Images via Latent Diffusion Models Sudipta Banerjee Govind Mittal Ameya Joshi Chinmay Hegde Nasir D. Memon DiffM 38 8 0 17 Jul 2023
Not All Steps are Created Equal: Selective Diffusion Distillation for Image Manipulation Luozhou Wang Shuai Yang Shu Liu Yingke Chen DiffM 29 10 0 17 Jul 2023
Zero-Shot Image Harmonization with Generative Model Prior Jianqi Chen Yilan Zhang Zhengxia Zou Keyan Chen Z. Shi DiffM 28 5 0 17 Jul 2023
Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency Bowen Song Soo Min Kwon Zecheng Zhang Xinyu Hu Qing Qu Liyue Shen MedIm 48 105 0 16 Jul 2023
Can Pre-Trained Text-to-Image Models Generate Visual Goals for Reinforcement Learning? Jialu Gao Kaizhe Hu Guowei Xu Huazhe Xu LM&Ro 31 15 0 15 Jul 2023
Federated Learning-Empowered AI-Generated Content in Wireless Networks Xumin Huang Peichun Li Hongyang Du Jiawen Kang Dusit Niyato Dong In Kim Yuehua Wu 49 55 0 14 Jul 2023
HyperDreamBooth: HyperNetworks for Fast Personalization of Text-to-Image Models Nataniel Ruiz Yuanzhen Li Varun Jampani Wei Wei Tingbo Hou Yael Pritch Neal Wadhwa Michael Rubinstein Kfir Aberman DiffM 31 173 0 13 Jul 2023
Animate-A-Story: Storytelling with Retrieval-Augmented Video Generation Yin-Yin He Menghan Xia Haoxin Chen Xiaodong Cun Yuan Gong ... Yong Zhang Xintao Wang Chao-Liang Weng Ying Shan Qifeng Chen DiffM VGen 22 77 0 13 Jul 2023
Domain-Agnostic Tuning-Encoder for Fast Personalization of Text-To-Image Models Moab Arar Rinon Gal Yuval Atzmon Gal Chechik Daniel Cohen-Or Ariel Shamir Amit H. Bermano DiffM 51 76 0 13 Jul 2023
Pluggable Neural Machine Translation Models via Memory-augmented Adapters Yuzhuang Xu Shuo Wang Peng Li Xuebo Liu Xiaolong Wang Weidong Liu Yang Liu 52 1 0 12 Jul 2023