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
Expanding Small-Scale Datasets with Guided Imagination Yifan Zhang Daquan Zhou Bryan Hooi Kaixin Wang Jiashi Feng 44 46 0 25 Nov 2022
Paint by Example: Exemplar-based Image Editing with Diffusion Models Binxin Yang Shuyang Gu Bo Zhang Ting Zhang Xuejin Chen Xiaoyan Sun Dong Chen Fang Wen DiffM 60 403 0 23 Nov 2022
RoentGen: Vision-Language Foundation Model for Chest X-ray Generation Pierre J. Chambon Christian Blüthgen Jean-Benoit Delbrouck Rogier van der Sluijs M. Polacin Juan Manuel Zambrano Chaves Tanishq Mathew Abraham Shivanshu Purohit C. Langlotz Akshay S. Chaudhari LM&MA DiffM MedIm 37 98 0 23 Nov 2022
Plug-and-Play Diffusion Features for Text-Driven Image-to-Image Translation Narek Tumanyan Michal Geyer Shai Bagon Tali Dekel 60 641 0 22 Nov 2022
Synthesizing Coherent Story with Auto-Regressive Latent Diffusion Models Xichen Pan Pengda Qin Yuhong Li Hui Xue Wenhu Chen DiffM 21 62 0 20 Nov 2022
DiffStyler: Controllable Dual Diffusion for Text-Driven Image Stylization Nisha Huang Yuxin Zhang Fan Tang Chongyang Ma Haibin Huang Yong Zhang Weiming Dong Changsheng Xu DiffM 28 41 0 19 Nov 2022
Magic3D: High-Resolution Text-to-3D Content Creation Chen-Hsuan Lin Jun Gao Luming Tang Towaki Takikawa Fangyin Wei Xun Huang Karsten Kreis Sanja Fidler Ming-Yu Liu Nayeon Lee 52 1,119 0 18 Nov 2022
RenderDiffusion: Image Diffusion for 3D Reconstruction, Inpainting and Generation Titas Anciukevicius Zexiang Xu Matthew Fisher Paul Henderson Hakan Bilen Niloy J. Mitra Paul Guerrero 53 155 0 17 Nov 2022
InstructPix2Pix: Learning to Follow Image Editing Instructions Tim Brooks Aleksander Holynski Alexei A. Efros DiffM 78 1,709 0 17 Nov 2022
Conffusion: Confidence Intervals for Diffusion Models Eliahu Horwitz Yedid Hoshen DiffM 29 28 0 17 Nov 2022
DiffusionDet: Diffusion Model for Object Detection Shoufa Chen Pei Sun Yibing Song Ping Luo 63 443 0 17 Nov 2022
Versatile Diffusion: Text, Images and Variations All in One Diffusion Model Xingqian Xu Zhangyang Wang Eric Zhang Kai Wang Humphrey Shi DiffM 41 183 0 15 Nov 2022
Rickrolling the Artist: Injecting Backdoors into Text Encoders for Text-to-Image Synthesis Lukas Struppek Dominik Hintersdorf Kristian Kersting SILM 22 36 0 04 Nov 2022
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 61 804 0 02 Nov 2022
DiffEdit: Diffusion-based semantic image editing with mask guidance Guillaume Couairon Jakob Verbeek Holger Schwenk Matthieu Cord DiffM 65 483 0 20 Oct 2022
Imagic: Text-Based Real Image Editing with Diffusion Models Bahjat Kawar Shiran Zada Oran Lang Omer Tov Hui-Tang Chang Tali Dekel Inbar Mosseri Michal Irani 11 1,052 0 17 Oct 2022
DE-FAKE: Detection and Attribution of Fake Images Generated by Text-to-Image Generation Models Zeyang Sha Zheng Li Ning Yu Yang Zhang DiffM 28 116 0 13 Oct 2022
Unifying Diffusion Models' Latent Space, with Applications to CycleDiffusion and Guidance Chen Henry Wu Fernando de la Torre DiffM 31 66 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 73 14 0 10 Oct 2022
Efficient Diffusion Models for Vision: A Survey Anwaar Ulhaq Naveed Akhtar MedIm 32 60 0 07 Oct 2022
Content-Based Search for Deep Generative Models Daohan Lu Sheng-Yu Wang Nupur Kumari Rohan Agarwal Mia Tang David Bau Jun-Yan Zhu DiffM SyDa 38 5 0 06 Oct 2022
DALL-E-Bot: Introducing Web-Scale Diffusion Models to Robotics Ivan Kapelyukh Vitalis Vosylius Edward Johns LM&Ro DiffM 113 146 0 05 Oct 2022
Re-Imagen: Retrieval-Augmented Text-to-Image Generator Wenhu Chen Hexiang Hu Chitwan Saharia William W. Cohen VLM 128 161 0 29 Sep 2022
Personalizing Text-to-Image Generation via Aesthetic Gradients Víctor Gallego 50 16 0 25 Sep 2022
Diffusion Models: A Comprehensive Survey of Methods and Applications Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Bin Cui Ming-Hsuan Yang DiffM MedIm 224 1,311 0 02 Sep 2022
SAMURAI: Shape And Material from Unconstrained Real-world Arbitrary Image collections Mark Boss Andreas Engelhardt Abhishek Kar Yuanzhen Li Deqing Sun Jonathan T. Barron Hendrik P. A. Lensch Varun Jampani 93 80 0 31 May 2022
One-shot Ultra-high-Resolution Generative Adversarial Network That Synthesizes 16K Images On A Single GPU Junseok Oh Donghwee Yoon Injung Kim 34 1 0 28 Feb 2022
Multimodal Image Synthesis and Editing: The Generative AI Era Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Shijian Lu Lingjie Liu Adam Kortylewski Christian Theobalt Eric Xing EGVM 29 48 0 27 Dec 2021
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 342 1,593 0 10 Nov 2021
Instance-Conditioned GAN Arantxa Casanova Marlene Careil Jakob Verbeek M. Drozdzal Adriana Romero Soriano GAN 209 133 0 10 Sep 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 359 5,811 0 29 Apr 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,796 0 24 Feb 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 306 10,368 0 12 Dec 2018