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

ArXiv PDF HTML

Papers citing "DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation"

50 / 2,074 papers shown

Title
Directed Diffusion: Direct Control of Object Placement through Attention Guidance W. Ma J. P. Lewis Avisek Lahiri Thomas Leung W. Kleijn DiffM 18 66 0 25 Feb 2023
AugGPT: Leveraging ChatGPT for Text Data Augmentation Haixing Dai Zheng Liu Wenxiong Liao Xiaoke Huang Yihan Cao ... Lichao Sun Quanzheng Li Dinggang Shen Tianming Liu Xiang Li 43 154 0 25 Feb 2023
Modulating Pretrained Diffusion Models for Multimodal Image Synthesis Cusuh Ham James Hays Jingwan Lu Krishna Kumar Singh Zhifei Zhang Tobias Hinz DiffM 21 24 0 24 Feb 2023
Encoder-based Domain Tuning for Fast Personalization of Text-to-Image Models Rinon Gal Moab Arar Yuval Atzmon Amit H. Bermano Gal Chechik Daniel Cohen-Or DiffM 48 198 0 23 Feb 2023
Aligning Text-to-Image Models using Human Feedback Kimin Lee Hao Liu Moonkyung Ryu Olivia Watkins Yuqing Du Craig Boutilier Pieter Abbeel Mohammad Ghavamzadeh S. Gu EGVM 53 256 0 23 Feb 2023
Text Semantics to Image Generation: A method of building facades design base on Stable Diffusion model Haoran Ma 28 5 0 23 Feb 2023
Controlled and Conditional Text to Image Generation with Diffusion Prior Pranav Aggarwal Hareesh Ravi Naveen Marri Sachin Kelkar F. Chen ... Alvin Ghouas Sarah Saber Malavika Ramprasad Baldo Faieta Ajinkya Kale DiffM 24 7 0 23 Feb 2023
On Calibrating Diffusion Probabilistic Models Tianyu Pang Cheng Lu Chao Du Min Lin Shuicheng Yan Zhijie Deng DiffM 43 2 0 21 Feb 2023
Composer: Creative and Controllable Image Synthesis with Composable Conditions Lianghua Huang Di Chen Yu Liu Yujun Shen Deli Zhao Jingren Zhou DiffM 22 279 0 20 Feb 2023
Affect-Conditioned Image Generation F. Ibarrola R. Lulham Kazjon Grace DiffM 37 3 0 20 Feb 2023
Consistent Diffusion Models: Mitigating Sampling Drift by Learning to be Consistent Giannis Daras Y. Dagan A. Dimakis C. Daskalakis DiffM 50 44 0 17 Feb 2023
Grimm in Wonderland: Prompt Engineering with Midjourney to Illustrate Fairytales Martin Ruskov DiffM 33 16 0 17 Feb 2023
Text-driven Visual Synthesis with Latent Diffusion Prior Tingbo Liao Songwei Ge Yiran Xu Yao-Chih Lee Badour Albahar Jia-Bin Huang DiffM 32 6 0 16 Feb 2023
T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models Chong Mou Xintao Wang Liangbin Xie Yanze Wu Jing Zhang Zhongang Qi Ying Shan Xiaohu Qie DiffM 31 980 0 16 Feb 2023
Generative AI-empowered Simulation for Autonomous Driving in Vehicular Mixed Reality Metaverses Minrui Xu Dusit Niyato Junlong Chen Hongliang Zhang Jiawen Kang Zehui Xiong Shiwen Mao Zhu Han 40 76 0 16 Feb 2023
Boundary Guided Learning-Free Semantic Control with Diffusion Models Ye Zhu Yuehua Wu Zhiwei Deng Olga Russakovsky Yan Yan DiffM 30 23 0 16 Feb 2023
LayoutDiffuse: Adapting Foundational Diffusion Models for Layout-to-Image Generation Jiaxin Cheng Xiao Liang Xingjian Shi Tong He Tianjun Xiao Mu Li DiffM 19 66 0 16 Feb 2023
MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation Omer Bar-Tal Lior Yariv Y. Lipman Tali Dekel 45 365 1 16 Feb 2023
Dataset Interfaces: Diagnosing Model Failures Using Controllable Counterfactual Generation Joshua Vendrow Saachi Jain Logan Engstrom Aleksander Madry OOD 32 34 0 15 Feb 2023
Road Redesign Technique Achieving Enhanced Road Safety by Inpainting with a Diffusion Model Sumit Mishra Medhavi Mishra Taeyoung Kim Dongsoo Har DiffM 27 1 0 15 Feb 2023
NephroNet: A Novel Program for Identifying Renal Cell Carcinoma and Generating Synthetic Training Images with Convolutional Neural Networks and Diffusion Models Y. Sabharwal MedIm 21 1 0 12 Feb 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 29 3,912 1 10 Feb 2023
MaskSketch: Unpaired Structure-guided Masked Image Generation D. Bashkirova José Lezama Kihyuk Sohn Kate Saenko Irfan Essa DiffM 33 25 0 10 Feb 2023
Is This Loss Informative? Faster Text-to-Image Customization by Tracking Objective Dynamics Anton Voronov Mikhail Khoroshikh Artem Babenko Max Ryabinin 36 6 0 09 Feb 2023
Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples Chumeng Liang Xiaoyu Wu Yang Hua Jiaru Zhang Yiming Xue Tao Song Zhengui Xue Ruhui Ma Haibing Guan DiffM WIGM 24 118 0 09 Feb 2023
Glaze: Protecting Artists from Style Mimicry by Text-to-Image Models Shawn Shan Jenna Cryan Emily Wenger Haitao Zheng Rana Hanocka Ben Y. Zhao WIGM 17 177 0 08 Feb 2023
Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval Kuniaki Saito Kihyuk Sohn Xiang Zhang Chun-Liang Li Chen-Yu Lee Kate Saenko Tomas Pfister 30 107 0 06 Feb 2023
Structure and Content-Guided Video Synthesis with Diffusion Models Patrick Esser Johnathan Chiu Parmida Atighehchian Jonathan Granskog Anastasis Germanidis DiffM VGen 99 509 0 06 Feb 2023
Design Booster: A Text-Guided Diffusion Model for Image Translation with Spatial Layout Preservation Shiqi Sun Shancheng Fang Qian He Wei Liu DiffM 33 3 0 05 Feb 2023
TEXTure: Text-Guided Texturing of 3D Shapes Elad Richardson G. Metzer Yuval Alaluf Raja Giryes Daniel Cohen-Or DiffM 35 261 0 03 Feb 2023
Dreamix: Video Diffusion Models are General Video Editors Eyal Molad Eliahu Horwitz Dani Valevski Alex Rav-Acha Yossi Matias Yael Pritch Yaniv Leviathan Yedid Hoshen DiffM VGen 32 181 0 02 Feb 2023
Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models Hila Chefer Yuval Alaluf Yael Vinker Lior Wolf Daniel Cohen-Or DiffM 73 497 0 31 Jan 2023
ArchiSound: Audio Generation with Diffusion Flavio Schneider 21 23 0 30 Jan 2023
Shape-aware Text-driven Layered Video Editing Yao-Chih Lee Ji-Ze Jang Yi-Ting Chen Elizabeth Qiu Jia-Bin Huang VGen DiffM 41 53 0 30 Jan 2023
Towards Equitable Representation in Text-to-Image Synthesis Models with the Cross-Cultural Understanding Benchmark (CCUB) Dataset Zhixuan Liu Y. Shin Beverley-Claire Okogwu Youngsik Yun Lia Coleman Peter Schaldenbrand Jihie Kim Jean Oh 25 11 0 28 Jan 2023
Accelerating Guided Diffusion Sampling with Splitting Numerical Methods Suttisak Wizadwongsa Supasorn Suwajanakorn DiffM 45 12 0 27 Jan 2023
StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis Axel Sauer Tero Karras S. Laine Andreas Geiger Timo Aila 37 209 0 23 Jan 2023
Generative AI-empowered Effective Physical-Virtual Synchronization in the Vehicular Metaverse Minrui Xu Dusit Niyato Hongliang Zhang Jiawen Kang Zehui Xiong Shiwen Mao Zhu Han 23 17 0 18 Jan 2023
Rock Guitar Tablature Generation via Natural Language Processing Josue Casco-Rodriguez 42 1 0 12 Jan 2023
Domain Expansion of Image Generators Yotam Nitzan Michael Gharbi Richard Y. Zhang Taesung Park Jun-Yan Zhu Daniel Cohen-Or Eli Shechtman 33 16 0 12 Jan 2023
Is AI Art Another Industrial Revolution in the Making? Alexis Newton Kaustubh D. Dhole 14 18 0 12 Jan 2023
Speech Driven Video Editing via an Audio-Conditioned Diffusion Model Dan Bigioi Shubhajit Basak Michał Stypułkowski Maciej Ziȩba H. Jordan R. Mcdonnell Peter Corcoran DiffM VGen 24 35 0 10 Jan 2023
DiffTalk: Crafting Diffusion Models for Generalized Audio-Driven Portraits Animation Shuai Shen Wenliang Zhao Zibin Meng Wanhua Li Zhengbiao Zhu Jie Zhou Jiwen Lu DiffM VGen 44 100 0 10 Jan 2023
Image Denoising: The Deep Learning Revolution and Beyond -- A Survey Paper -- Michael Elad Bahjat Kawar Gregory Vaksman 30 72 0 09 Jan 2023
ANNA: Abstractive Text-to-Image Synthesis with Filtered News Captions Aashish Anantha Ramakrishnan Sharon X. Huang Dongwon Lee 29 5 0 05 Jan 2023
Muse: Text-To-Image Generation via Masked Generative Transformers Huiwen Chang Han Zhang Jarred Barber AJ Maschinot José Lezama ... Kevin Patrick Murphy William T. Freeman Michael Rubinstein Yuanzhen Li Dilip Krishnan DiffM 197 526 0 02 Jan 2023
Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models Mischa Dombrowski Hadrien Reynaud Matthew Baugh Bernhard Kainz DiffM 30 3 0 29 Dec 2022
Dream3D: Zero-Shot Text-to-3D Synthesis Using 3D Shape Prior and Text-to-Image Diffusion Models Jiale Xu Xintao Wang Weihao Cheng Yan-Pei Cao Ying Shan Xiaohu Qie Shenghua Gao 188 161 0 28 Dec 2022
Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation Jay Zhangjie Wu Yixiao Ge Xintao Wang Weixian Lei Yuchao Gu Yufei Shi Wynne Hsu Ying Shan Xiaohu Qie Mike Zheng Shou VGen 64 694 0 22 Dec 2022
Interactive Cartoonization with Controllable Perceptual Factors Namhyuk Ahn Patrick Kwon Jihye Back Kibeom Hong Seungkwon Kim DiffM 21 7 0 19 Dec 2022