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

Computer Vision and Pattern Recognition (CVPR), 2022

25 August 2022

Nataniel Ruiz

Yuanzhen Li

Varun Jampani

Yael Pritch

Michael Rubinstein

Kfir Aberman

ArXiv (abs)PDF HTML HuggingFace (12 upvotes)

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

27 / 2,527 papers shown

Title
eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers Yogesh Balaji Seungjun Nah Xun Huang Arash Vahdat Jiaming Song ... Timo Aila S. Laine Bryan Catanzaro Tero Karras Xuan Li VLM MoE 505 973 0 02 Nov 2022
DiffEdit: Diffusion-based semantic image editing with mask guidanceInternational Conference on Learning Representations (ICLR), 2022 Guillaume Couairon Jakob Verbeek Holger Schwenk Matthieu Cord DiffM 353 642 0 20 Oct 2022
UniTune: Text-Driven Image Editing by Fine Tuning a Diffusion Model on a Single ImageACM Transactions on Graphics (TOG), 2022 Dani Valevski Matan Kalman Eyal Molad Eyal Segalis Yossi Matias Yaniv Leviathan DiffM 228 53 0 17 Oct 2022
Imagic: Text-Based Real Image Editing with Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Bahjat Kawar Shiran Zada Oran Lang Omer Tov Hui-Tang Chang Tali Dekel Inbar Mosseri Michal Irani 475 1,315 0 17 Oct 2022
DE-FAKE: Detection and Attribution of Fake Images Generated by Text-to-Image Generation ModelsConference on Computer and Communications Security (CCS), 2022 Zeyang Sha Zheng Li Ning Yu Yang Zhang DiffM 180 192 0 13 Oct 2022
Unifying Diffusion Models' Latent Space, with Applications to CycleDiffusion and Guidance Chen Henry Wu Fernando de la Torre DiffM 338 78 0 11 Oct 2022
Bridging CLIP and StyleGAN through Latent Alignment for Image Editing Wanfeng Zheng Qiang Li Xiaoyan Guo Pengfei Wan Zhong-ming Wang 233 15 0 10 Oct 2022
Adapting Pretrained Vision-Language Foundational Models to Medical Imaging Domains Pierre J. Chambon Christian Blüthgen C. Langlotz Akshay S. Chaudhari DiffM MedIm LM&MA 154 133 0 09 Oct 2022
Efficient Diffusion Models for Vision: A Survey Anwaar Ulhaq Naveed Akhtar MedIm 344 85 0 07 Oct 2022
Content-Based Search for Deep Generative ModelsACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2022 Daohan Lu Sheng-Yu Wang Nupur Kumari Rohan Agarwal Mia Tang David Bau Jun-Yan Zhu DiffM SyDa 290 8 0 06 Oct 2022
DALL-E-Bot: Introducing Web-Scale Diffusion Models to RoboticsIEEE Robotics and Automation Letters (RA-L), 2022 Ivan Kapelyukh Vitalis Vosylius Edward Johns LM&Ro DiffM 436 174 0 05 Oct 2022
NeRF: Neural Radiance Field in 3D Vision, A Comprehensive Review K. Gao Yina Gao Hongjie He Dening Lu Linlin Xu Jonathan Li 572 53 0 01 Oct 2022
Re-Imagen: Retrieval-Augmented Text-to-Image GeneratorInternational Conference on Learning Representations (ICLR), 2022 Wenhu Chen Hexiang Hu Chitwan Saharia William W. Cohen VLM 433 226 0 29 Sep 2022
Personalizing Text-to-Image Generation via Aesthetic Gradients Víctor Gallego 166 17 0 25 Sep 2022
A Survey on Generative Diffusion ModelIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Hanqun Cao Cheng Tan Zhangyang Gao Yilun Xu Guangyong Chen Pheng-Ann Heng Stan Z. Li MedIm 673 397 0 06 Sep 2022
Diffusion Models: A Comprehensive Survey of Methods and ApplicationsACM Computing Surveys (ACM CSUR), 2022 Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Tengjiao Wang Ming-Hsuan Yang DiffM MedIm 1.2K 1,839 0 02 Sep 2022
LANIT: Language-Driven Image-to-Image Translation for Unlabeled DataComputer Vision and Pattern Recognition (CVPR), 2022 Jihye Park Sunwoo Kim Soohyun Kim Seokju Cho Jaejun Yoo Youngjung Uh Seung Wook Kim VLM 390 12 0 31 Aug 2022
Pathway to Future Symbiotic Creativity Yi-Ting Guo Qi-fei Liu Jie Chen Wei Xue Jie Fu ... Fernando Rosas Jeffrey Shaw Xing Wu Jiji Zhang Jianliang Xu 229 0 0 18 Aug 2022
DALLE-URBAN: Capturing the urban design expertise of large text to image transformers Sachith Seneviratne Damith A. Senanayake Sanka Rasnayaka Rajith Vidanaarachchi Jason Thompson ViT 211 26 0 03 Aug 2022
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual InversionInternational Conference on Learning Representations (ICLR), 2022 Rinon Gal Yuval Alaluf Yuval Atzmon Or Patashnik Amit H. Bermano Gal Chechik Daniel Cohen-Or 429 2,395 0 02 Aug 2022
Complex Scene Image Editing by Scene Graph ComprehensionBritish Machine Vision Conference (BMVC), 2022 Zhongping Zhang Huiwen He Bryan A. Plummer Z. Liao Huayan Wang DiffM 183 7 0 24 Mar 2022
One-shot Ultra-high-Resolution Generative Adversarial Network That Synthesizes 16K Images On A Single GPUImage and Vision Computing (IVC), 2022 Junseok Oh Donghwee Yoon Injung Kim 304 2 0 28 Feb 2022
Multimodal Image Synthesis and Editing: The Generative AI EraIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Shijian Lu Lingjie Liu Adam Kortylewski Christian Theobalt Eric Xing EGVM 554 77 0 27 Dec 2021
Making Images Real Again: A Comprehensive Survey on Deep Image Composition Li Niu Wenyan Cong Liu Liu Yan Hong Bo Zhang Jing Liang Liqing Zhang VLM DiffM CoGe 426 95 0 28 Jun 2021
Creativity and Machine Learning: A SurveyACM Computing Surveys (CSUR), 2021 Giorgio Franceschelli Mirco Musolesi VLM AI4CE 461 54 0 06 Apr 2021
Generating Novel Scene Compositions from Single Images and VideosComputer Vision and Image Understanding (CVIU), 2021 V. Sushko Dan Zhang Juergen Gall Anna Khoreva GAN 257 16 0 24 Mar 2021
Semantic Object Accuracy for Generative Text-to-Image SynthesisIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Tobias Hinz Stefan Heinrich S. Wermter EGVM 351 177 0 29 Oct 2019