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
SyncDiffusion: Coherent Montage via Synchronized Joint Diffusions Yuseung Lee Kunho Kim Hyunjin Kim Minhyuk Sung DiffM 28 62 0 08 Jun 2023
ConceptBed: Evaluating Concept Learning Abilities of Text-to-Image Diffusion Models Maitreya Patel Tejas Gokhale Chitta Baral Yezhou Yang CoGe 27 16 0 07 Jun 2023
HeadSculpt: Crafting 3D Head Avatars with Text Xiaoping Han Yukang Cao Kai Han Xiatian Zhu Jiankang Deng Yi-Zhe Song Tao Xiang Kwan-Yee K. Wong DiffM 29 46 0 05 Jun 2023
User-friendly Image Editing with Minimal Text Input: Leveraging Captioning and Injection Techniques Sunwoo Kim Wooseok Jang Hyunsung Kim Junho Kim Yunjey Choi Seung Wook Kim Gayeong Lee DiffM 47 6 0 05 Jun 2023
Detector Guidance for Multi-Object Text-to-Image Generation Luping Liu Zijian Zhang Yi Ren Rongjie Huang Xiang Yin Zhou Zhao DiffM 39 9 0 04 Jun 2023
Unlearnable Examples for Diffusion Models: Protect Data from Unauthorized Exploitation Zhengyue Zhao Jinhao Duan Xingui Hu Kaidi Xu Chenan Wang Rui Zhang Zidong Du Qi Guo Yunji Chen DiffM WIGM 28 27 0 02 Jun 2023
Probabilistic Adaptation of Text-to-Video Models Mengjiao Yang Yilun Du Bo Dai Dale Schuurmans J. Tenenbaum Pieter Abbeel VGen DiffM 53 24 0 02 Jun 2023
Quantifying Sample Anonymity in Score-Based Generative Models with Adversarial Fingerprinting Mischa Dombrowski Bernhard Kainz DiffM 11 3 0 02 Jun 2023
Privacy Distillation: Reducing Re-identification Risk of Multimodal Diffusion Models Virginia Fernandez Pedro Sanchez W. H. Pinaya Grzegorz Jacenków Sotirios A. Tsaftaris Jorge Cardoso 39 18 0 02 Jun 2023
Diffusion Self-Guidance for Controllable Image Generation Dave Epstein Allan Jabri Ben Poole Alexei A. Efros Aleksander Holynski 32 243 0 01 Jun 2023
StyleDrop: Text-to-Image Generation in Any Style Kihyuk Sohn Nataniel Ruiz Kimin Lee Daniel Castro Chin Irina Blok ... Yuanzhen Li Yuan Hao Irfan Essa Michael Rubinstein Dilip Krishnan 11 143 0 01 Jun 2023
StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners Yonglong Tian Lijie Fan Phillip Isola Huiwen Chang Dilip Krishnan VLM DiffM 45 142 0 01 Jun 2023
ViCo: Plug-and-play Visual Condition for Personalized Text-to-image Generation Shaozhe Hao Kai Han Shihao Zhao Kwan-Yee K. Wong 34 10 0 01 Jun 2023
The Hidden Language of Diffusion Models Hila Chefer Oran Lang Mor Geva Volodymyr Polosukhin Assaf Shocher Michal Irani Inbar Mosseri Lior Wolf DiffM 30 26 0 01 Jun 2023
Differential Diffusion: Giving Each Pixel Its Strength E. Levin Ohad Fried DiffM 45 20 0 01 Jun 2023
Inserting Anybody in Diffusion Models via Celeb Basis Genlan Yuan Xiaodong Cun Yong Zhang Maomao Li Chenyang Qi Xintao Wang Ying Shan Huicheng Zheng DiffM 25 52 0 01 Jun 2023
Learning Disentangled Prompts for Compositional Image Synthesis Kihyuk Sohn Albert Eaton Shaw Yuan Hao Han Zhang Luisa F. Polanía Huiwen Chang Lu Jiang Irfan Essa VLM 24 6 0 01 Jun 2023
ReFACT: Updating Text-to-Image Models by Editing the Text Encoder Dana Arad Hadas Orgad Yonatan Belinkov KELM 54 19 0 01 Jun 2023
AvatarStudio: Text-driven Editing of 3D Dynamic Human Head Avatars Mohit Mendiratta Xingang Pan Mohamed A. Elgharib Kartik Teotia Mallikarjun B R A. Tewari Vladislav Golyanik Adam Kortylewski Christian Theobalt DiffM 48 30 0 01 Jun 2023
Interactive Character Control with Auto-Regressive Motion Diffusion Models Yi Shi Jingbo Wang Xuekun Jiang Bingkun Lin Bo Dai Xue Bin Peng DiffM AI4CE 49 20 0 01 Jun 2023
Diffusion Brush: A Latent Diffusion Model-based Editing Tool for AI-generated Images Peyman Gholami R. Xiao DiffM 27 2 0 31 May 2023
AI Imagery and the Overton Window Sarah K. Amer 22 5 0 31 May 2023
GANDiffFace: Controllable Generation of Synthetic Datasets for Face Recognition with Realistic Variations Pietro Melzi Christian Rathgeb Ruben Tolosana R. Vera-Rodríguez Dominik Lawatsch Florian Domin Maxim Schaubert DiffM 28 51 0 31 May 2023
A Geometric Perspective on Diffusion Models Defang Chen Zhenyu Zhou Jianhan Mei Chunhua Shen Chun-Yen Chen C. Wang DiffM 31 19 0 31 May 2023
Cones 2: Customizable Image Synthesis with Multiple Subjects Zhiheng Liu Yifei Zhang Yujun Shen Kecheng Zheng Kai Zhu Ruili Feng Yu Liu Deli Zhao Jingren Zhou Yang Cao DiffM 65 80 0 30 May 2023
Video ControlNet: Towards Temporally Consistent Synthetic-to-Real Video Translation Using Conditional Image Diffusion Models Ernie Chu Shuohao Lin Jun-Cheng Chen DiffM 27 21 0 30 May 2023
StyleAvatar3D: Leveraging Image-Text Diffusion Models for High-Fidelity 3D Avatar Generation Chi Zhang Yiwen Chen Yijun Fu Zheng-Yang Zhou YU Gang Billzb Wang Bin-Bin Fu Tao Chen Guosheng Lin Chunhua Shen DiffM 46 27 0 30 May 2023
ConES: Concept Embedding Search for Parameter Efficient Tuning Large Vision Language Models Huahui Yi Ziyuan Qin Wei Xu Miaotian Guo Kun Wang Shaoting Zhang Kang Li Qicheng Lao VLM 27 0 0 30 May 2023
Evaluating the feasibility of using Generative Models to generate Chest X-Ray Data Muhammad Danyal Malik Danish Humair LM&MA MedIm 15 2 0 30 May 2023
Real-World Image Variation by Aligning Diffusion Inversion Chain Yuechen Zhang Jinbo Xing Eric Lo Jiaya Jia 29 34 0 30 May 2023
LayerDiffusion: Layered Controlled Image Editing with Diffusion Models Pengzhi Li Qinxuan Huang Yikang Ding Zhiheng Li DiffM 36 36 0 30 May 2023
SAVE: Spectral-Shift-Aware Adaptation of Image Diffusion Models for Text-driven Video Editing Nazmul Karim Umar Khalid M. Joneidi Chen Chen Nazanin Rahnavard DiffM VGen 19 5 0 30 May 2023
RAPHAEL: Text-to-Image Generation via Large Mixture of Diffusion Paths Zeyue Xue Guanglu Song Qiushan Guo Boxiao Liu Zhuofan Zong Yu Liu Ping Luo DiffM 58 133 0 29 May 2023
Mix-of-Show: Decentralized Low-Rank Adaptation for Multi-Concept Customization of Diffusion Models Yuchao Gu Xintao Wang Jay Zhangjie Wu Yujun Shi Yunpeng Chen ... Shuning Chang Wei Wu Yixiao Ge Ying Shan Mike Zheng Shou DiffM 54 167 0 29 May 2023
Photoswap: Personalized Subject Swapping in Images Jing Gu Yilin Wang Nanxuan Zhao Tsu-Jui Fu Wei Xiong ... Zhifei Zhang He Zhang Jianming Zhang Hyun-Sun Jung Xin Eric Wang DiffM 26 37 0 29 May 2023
Gen-L-Video: Multi-Text to Long Video Generation via Temporal Co-Denoising Fu Lee Wang Wenshuo Chen Guanglu Song Han-Jia Ye Yu Liu Hongsheng Li VGen DiffM 55 89 0 29 May 2023
TaleCrafter: Interactive Story Visualization with Multiple Characters Yuan Gong Youxin Pang Xiaodong Cun Menghan Xia Yingqing He ... Longyue Wang Yong Zhang Xintao Wang Ying Shan Yujiu Yang DiffM 35 46 0 29 May 2023
Concept Decomposition for Visual Exploration and Inspiration Yael Vinker A. Voynov Daniel Cohen-Or Ariel Shamir DiffM 41 50 0 29 May 2023
Efficient Storage of Fine-Tuned Models via Low-Rank Approximation of Weight Residuals Simo Ryu S. Seo Jaejun Yoo 39 5 0 28 May 2023
Learning to Jump: Thinning and Thickening Latent Counts for Generative Modeling Tianqi Chen Mingyuan Zhou DiffM 65 7 0 28 May 2023
Text-to-image Editing by Image Information Removal Zhongping Zhang Jian Zheng Jacob Zhiyuan Fang Bryan A. Plummer DiffM 36 12 0 27 May 2023
Towards Consistent Video Editing with Text-to-Image Diffusion Models Zicheng Zhang Bonan li Xuecheng Nie Congying Han Tiande Guo Luoqi Liu DiffM 26 24 0 27 May 2023
COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models Jinqi Xiao Miao Yin Yu Gong Xiao Zang Jian Ren Bo Yuan VLM ViT 50 9 0 26 May 2023
Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities Jingyuan Sun Mingxiao Li Zijiao Chen Yunhao Zhang Shaonan Wang Marie-Francine Moens DiffM 52 30 0 26 May 2023
CRoSS: Diffusion Model Makes Controllable, Robust and Secure Image Steganography Jiwen Yu Xuanyu Zhang You-song Xu Jian Zhang DiffM 50 45 0 26 May 2023
Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models Daiki Miyake Akihiro Iohara Yuriko Saito Toshiyuki Tanaka DiffM 21 114 0 26 May 2023
Uni-ControlNet: All-in-One Control to Text-to-Image Diffusion Models Shihao Zhao Dongdong Chen Yen-Chun Chen Jianmin Bao Shaozhe Hao Lu Yuan Kwan-Yee K. Wong 51 238 0 25 May 2023
Break-A-Scene: Extracting Multiple Concepts from a Single Image Omri Avrahami Kfir Aberman Ohad Fried Daniel Cohen-Or Dani Lischinski VLM DiffM 41 165 0 25 May 2023
ProSpect: Prompt Spectrum for Attribute-Aware Personalization of Diffusion Models Yuxin Zhang Weiming Dong Fan Tang Nisha Huang Haibin Huang Chongyang Ma Tong-Yee Lee Oliver Deussen Changsheng Xu DiffM 40 75 0 25 May 2023
Prompt-Free Diffusion: Taking "Text" out of Text-to-Image Diffusion Models Xingqian Xu Jiayi Guo Zhangyang Wang Gao Huang Irfan Essa Humphrey Shi VLM DiffM 45 57 0 25 May 2023