v1v2 (latest)

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
Modulating Pretrained Diffusion Models for Multimodal Image Synthesis Cusuh Ham James Hays Jingwan Lu Krishna Kumar Singh Zhifei Zhang Tobias Hinz DiffM 102 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 139 200 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 136 285 0 23 Feb 2023
Text Semantics to Image Generation: A method of building facades design base on Stable Diffusion model Haoran Ma 40 8 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 100 7 0 23 Feb 2023
On Calibrating Diffusion Probabilistic Models Tianyu Pang Cheng Lu Chao Du Min Lin Shuicheng Yan Zhijie Deng DiffM 106 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 110 292 0 20 Feb 2023
Affect-Conditioned Image Generation F. Ibarrola R. Lulham Kazjon Grace DiffM 67 4 0 20 Feb 2023
Consistent Diffusion Models: Mitigating Sampling Drift by Learning to be Consistent Giannis Daras Y. Dagan A. Dimakis C. Daskalakis DiffM 127 48 0 17 Feb 2023
Grimm in Wonderland: Prompt Engineering with Midjourney to Illustrate Fairytales Martin Ruskov DiffM 72 17 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 78 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 Shuai Liu Zhongang Qi Ying Shan Xiaohu Qie DiffM 180 1,038 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 98 80 0 16 Feb 2023
Boundary Guided Learning-Free Semantic Control with Diffusion Models Ye Zhu Yuehua Wu Zhiwei Deng Olga Russakovsky Yan Yan DiffM 111 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 82 69 0 16 Feb 2023
MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation Omer Bar-Tal Lior Yariv Y. Lipman Tali Dekel 91 395 1 16 Feb 2023
Dataset Interfaces: Diagnosing Model Failures Using Controllable Counterfactual Generation Joshua Vendrow Saachi Jain Logan Engstrom Aleksander Madry OOD 85 35 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 68 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 23 1 0 12 Feb 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 270 4,192 1 10 Feb 2023
MaskSketch: Unpaired Structure-guided Masked Image Generation D. Bashkirova José Lezama Kihyuk Sohn Kate Saenko Irfan Essa DiffM 60 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 71 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 64 132 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 80 189 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 124 123 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 188 539 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 54 3 0 05 Feb 2023
TEXTure: Text-Guided Texturing of 3D Shapes Elad Richardson G. Metzer Yuval Alaluf Raja Giryes Daniel Cohen-Or DiffM 118 276 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 131 188 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 173 519 0 31 Jan 2023
ArchiSound: Audio Generation with Diffusion Flavio Schneider 69 25 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 87 54 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 62 14 0 28 Jan 2023
Accelerating Guided Diffusion Sampling with Splitting Numerical Methods Suttisak Wizadwongsa Supasorn Suwajanakorn DiffM 96 14 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 96 218 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 74 17 0 18 Jan 2023
Rock Guitar Tablature Generation via Natural Language Processing Josue Casco-Rodriguez 69 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 84 16 0 12 Jan 2023
Is AI Art Another Industrial Revolution in the Making? Alexis Newton Kaustubh D. Dhole 59 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 104 36 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 107 108 0 10 Jan 2023
Image Denoising: The Deep Learning Revolution and Beyond -- A Survey Paper -- Michael Elad Bahjat Kawar Gregory Vaksman 98 82 0 09 Jan 2023
ANNA: Abstractive Text-to-Image Synthesis with Filtered News Captions Aashish Anantha Ramakrishnan Sharon X. Huang Dongwon Lee 108 6 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 278 560 0 02 Jan 2023
Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models Mischa Dombrowski Hadrien Reynaud Matthew Baugh Bernhard Kainz DiffM 89 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 260 165 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 171 752 0 22 Dec 2022
Interactive Cartoonization with Controllable Perceptual Factors Namhyuk Ahn Patrick Kwon Jihye Back Kibeom Hong Seungkwon Kim DiffM 72 7 0 19 Dec 2022
Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models Qiucheng Wu Yujian Liu Handong Zhao Ajinkya Kale T. Bui Tong Yu Zhe Lin Yang Zhang Shiyu Chang DiffM CoGe 91 104 0 16 Dec 2022
Imagen Editor and EditBench: Advancing and Evaluating Text-Guided Image Inpainting Su Wang Chitwan Saharia Ceslee Montgomery Jordi Pont-Tuset Shai Noy ... Radu Soricut Jason Baldridge Mohammad Norouzi Peter Anderson William Chan 98 188 0 13 Dec 2022