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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
A Data Perspective on Enhanced Identity Preservation for Diffusion Personalization Xingzhe He Zhiwen Cao Nicholas I. Kolkin Lantao Yu Kun Wan Helge Rhodin Ratheesh Kalarot 93 14 0 07 Nov 2023
Reducing Spatial Fitting Error in Distillation of Denoising Diffusion Models Shengzhe Zhou Zejian Lee Sheng Zhang Lefan Hou Changyuan Yang Guang Yang Zhiyuan Yang Lingyun Sun DiffM 64 0 0 07 Nov 2023
Stable Diffusion Reference Only: Image Prompt and Blueprint Jointly Guided Multi-Condition Diffusion Model for Secondary Painting Hao Ai Lu Sheng DiffM 40 3 0 04 Nov 2023
Quantum circuit synthesis with diffusion models Florian Fürrutter Gorka Muñoz-Gil Hans J. Briegel AI4CE DiffM 84 24 0 03 Nov 2023
Estimating 3D Uncertainty Field: Quantifying Uncertainty for Neural Radiance Fields Jianxiong Shen Ruijie Ren Adria Ruiz Francesc Moreno-Noguer 103 10 0 03 Nov 2023
The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing Shen Nie Hanzhong Guo Cheng Lu Yuhao Zhou Chenyu Zheng Chongxuan Li DiffM 134 43 0 02 Nov 2023
DP-Mix: Mixup-based Data Augmentation for Differentially Private Learning Wenxuan Bao Francesco Pittaluga Vijay Kumar Vincent Bindschaedler 69 11 0 02 Nov 2023
VideoDreamer: Customized Multi-Subject Text-to-Video Generation with Disen-Mix Finetuning on Language-Video Foundation Models Hong Chen Xin Wang Guanning Zeng Yipeng Zhang Yuwei Zhou Feilin Han Wenwu Zhu Wenwu Zhu VGen DiffM 84 1 0 02 Nov 2023
On Manipulating Scene Text in the Wild with Diffusion Models Joshua Santoso Christian Simon Williem Pao DiffM 74 6 0 01 Nov 2023
Consistent Video-to-Video Transfer Using Synthetic Dataset Jiaxin Cheng Tianjun Xiao Tong He VGen DiffM 116 17 0 01 Nov 2023
Diversity and Diffusion: Observations on Synthetic Image Distributions with Stable Diffusion David Marwood S. Baluja Y. Alon DiffM 96 6 0 31 Oct 2023
Res-Tuning: A Flexible and Efficient Tuning Paradigm via Unbinding Tuner from Backbone Zeyinzi Jiang Chaojie Mao Ziyuan Huang Ao Ma Yiliang Lv Yujun Shen Deli Zhao Jingren Zhou 88 16 0 30 Oct 2023
CustomNet: Zero-shot Object Customization with Variable-Viewpoints in Text-to-Image Diffusion Models Ziyang Yuan Mingdeng Cao Xintao Wang Zhongang Qi Chun Yuan Ying Shan DiffM 102 24 0 30 Oct 2023
Customizing 360-Degree Panoramas through Text-to-Image Diffusion Models Hai Wang Xiaoyu Xiang Yuchen Fan Jing-Hao Xue 155 29 0 28 Oct 2023
SD4Match: Learning to Prompt Stable Diffusion Model for Semantic Matching Xinghui Li Jingyi Lu Kai Han V. Prisacariu DiffM 109 21 0 26 Oct 2023
AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors You-Ming Chang Chen Yeh Wei-Chen Chiu Ning Yu VPVLM VLM 154 30 0 26 Oct 2023
DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior Jingxiang Sun Bo Zhang Ruizhi Shao Lizhen Wang Wen Liu Zhenda Xie Yebin Liu 109 136 0 25 Oct 2023
Fuse Your Latents: Video Editing with Multi-source Latent Diffusion Models Tianyi Lu Xing Zhang Jiaxi Gu Hang Xu Renjing Pei Songcen Xu Zuxuan Wu DiffM VGen 71 5 0 25 Oct 2023
On the Proactive Generation of Unsafe Images From Text-To-Image Models Using Benign Prompts Yixin Wu Ning Yu Michael Backes Yun Shen Yang Zhang DiffM 153 8 0 25 Oct 2023
Prompt-Driven Building Footprint Extraction in Aerial Images with Offset-Building Model Kai Li Yupeng Deng Yun-long Kong Diyou Liu Jingbo Chen Yu Meng Junxian Ma Chenhao Wang 254 1 0 25 Oct 2023
iNVS: Repurposing Diffusion Inpainters for Novel View Synthesis Yash Kant Aliaksandr Siarohin Michael Vasilkovsky R. A. Guler Jian Ren Sergey Tulyakov Igor Gilitschenski DiffM 97 12 0 24 Oct 2023
CVPR 2023 Text Guided Video Editing Competition Jay Zhangjie Wu Xiuyu Li Difei Gao Zhen Dong Jinbin Bai ... Xu Cheng Jie Tang Mike Zheng Shou Kurt Keutzer Forrest N. Iandola 100 35 0 24 Oct 2023
Integrating View Conditions for Image Synthesis Jinbin Bai Zhen Dong Aosong Feng Xiao Zhang Tian-Chun Ye Kaicheng Zhou 122 15 0 24 Oct 2023
Nightshade: Prompt-Specific Poisoning Attacks on Text-to-Image Generative Models Shawn Shan Wenxin Ding Josephine Passananti Stanley Wu Haitao Zheng Ben Y. Zhao SILM DiffM 106 53 0 20 Oct 2023
TexFusion: Synthesizing 3D Textures with Text-Guided Image Diffusion Models Tianshi Cao Karsten Kreis Sanja Fidler Nicholas Sharp Kangxue Yin 94 79 0 20 Oct 2023
ScaleLong: Towards More Stable Training of Diffusion Model via Scaling Network Long Skip Connection Zhongzhan Huang Pan Zhou Shuicheng Yan Liang Lin 91 27 0 20 Oct 2023
EMIT-Diff: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model Zheyu Zhang Lanhong Yao Bin Wang Debesh Jha Elif Keles Alpay Medetalibeyoglu Ulas Bagci MedIm 90 15 0 19 Oct 2023
An Image is Worth Multiple Words: Discovering Object Level Concepts using Multi-Concept Prompt Learning Chen Jin Ryutaro Tanno Amrutha Saseendran Tom Diethe Philip Teare 45 3 0 18 Oct 2023
LAMP: Learn A Motion Pattern for Few-Shot-Based Video Generation Ruiqi Wu Liangyu Chen Tong Yang Chunle Guo Chongyi Li Xiangyu Zhang DiffM VGen 166 53 0 16 Oct 2023
BiomedJourney: Counterfactual Biomedical Image Generation by Instruction-Learning from Multimodal Patient Journeys Yu Gu Jianwei Yang Naoto Usuyama Chun-yue Li Sheng Zhang M. Lungren Jianfeng Gao Hoifung Poon MedIm 111 24 0 16 Oct 2023
A Survey on Video Diffusion Models Zhen Xing Qijun Feng Haoran Chen Qi Dai Hang-Rui Hu Hang Xu Zuxuan Wu Yu-Gang Jiang EGVM VGen 179 139 0 16 Oct 2023
LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts Hanan Gani Shariq Farooq Bhat Muzammal Naseer Salman Khan Peter Wonka DiffM 106 44 0 16 Oct 2023
DynVideo-E: Harnessing Dynamic NeRF for Large-Scale Motion- and View-Change Human-Centric Video Editing Jia-Wei Liu Yan-Pei Cao Jay Zhangjie Wu Weijia Mao Yuchao Gu Rui Zhao Jussi Keppo Ying Shan Mike Zheng Shou VGen DiffM 106 17 0 16 Oct 2023
ConsistNet: Enforcing 3D Consistency for Multi-view Images Diffusion Jiayu Yang Ziang Cheng Yunfei Duan Pan Ji Hongdong Li DiffM 88 58 0 16 Oct 2023
EasyGen: Easing Multimodal Generation with BiDiffuser and LLMs Xiangyu Zhao Bo Liu Qijiong Liu Guangyuan Shi Xiao-Ming Wu VLM DiffM 82 7 0 13 Oct 2023
R&B: Region and Boundary Aware Zero-shot Grounded Text-to-image Generation Jiayu Xiao Henglei Lv Liang Li Shuhui Wang Qingming Huang DiffM 116 23 0 13 Oct 2023
Idea2Img: Iterative Self-Refinement with GPT-4V(ision) for Automatic Image Design and Generation Zhengyuan Yang Jianfeng Wang Linjie Li Kevin Qinghong Lin Chung-Ching Lin Zicheng Liu Lijuan Wang LRM MLLM DiffM 35 25 0 12 Oct 2023
MotionDirector: Motion Customization of Text-to-Video Diffusion Models Rui Zhao Yuchao Gu Jay Zhangjie Wu David Junhao Zhang Jia-Wei Liu Weijia Wu Jussi Keppo Mike Zheng Shou DiffM VGen 113 118 0 12 Oct 2023
Debias the Training of Diffusion Models Huikang Yu Li Shen Jie Huang Man Zhou Hongsheng Li Feng Zhao DiffM 67 4 0 12 Oct 2023
Mapping Memes to Words for Multimodal Hateful Meme Classification Giovanni Burbi Alberto Baldrati Lorenzo Agnolucci Marco Bertini A. Bimbo 61 19 0 12 Oct 2023
Tailored Visions: Enhancing Text-to-Image Generation with Personalized Prompt Rewriting Zijie Chen Lichao Zhang Fangsheng Weng Lili Pan Zhenzhong Lan 90 10 0 12 Oct 2023
SingleInsert: Inserting New Concepts from a Single Image into Text-to-Image Models for Flexible Editing Zijie Wu Chaohui Yu Zhen Zhu Fan Wang Xiang Bai 82 12 0 12 Oct 2023
Mini-DALLE3: Interactive Text to Image by Prompting Large Language Models Zeqiang Lai Xizhou Zhu Jifeng Dai Yu Qiao Wenhai Wang MLLM DiffM 105 24 0 11 Oct 2023
Multi-Concept T2I-Zero: Tweaking Only The Text Embeddings and Nothing Else Hazarapet Tunanyan Dejia Xu Shant Navasardyan Zhangyang Wang Humphrey Shi DiffM 130 9 0 11 Oct 2023
Uni-paint: A Unified Framework for Multimodal Image Inpainting with Pretrained Diffusion Model Shiyuan Yang Xiaodong Chen Jing Liao DiffM 86 66 0 11 Oct 2023
State of the Art on Diffusion Models for Visual Computing Ryan Po Wang Yifan Vladislav Golyanik Kfir Aberman Jonathan T. Barron ... Matthias Nießner Bjorn Ommer Christian Theobalt Peter Wonka Gordon Wetzstein 130 111 0 11 Oct 2023
ObjectComposer: Consistent Generation of Multiple Objects Without Fine-tuning Alec Helbling Evan Montoya Duen Horng Chau DiffM 45 1 0 10 Oct 2023
Mitigating stereotypical biases in text to image generative systems Piero Esposito Parmida Atighehchian Anastasis Germanidis Deepti Ghadiyaram 87 17 0 10 Oct 2023
JointNet: Extending Text-to-Image Diffusion for Dense Distribution Modeling Jingyang Zhang Shiwei Li Yuanxun Lu Tian Fang David McKinnon Yanghai Tsin Long Quan Yao Yao 73 11 0 10 Oct 2023
Latent Diffusion Model for DNA Sequence Generation Zehui Li Yuhao Ni Tim August B. Huygelen Akashaditya Das Guoxuan Xia Guy-Bart Stan Yiren Zhao 76 11 0 09 Oct 2023