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
Your Diffusion Model is Secretly a Zero-Shot Classifier Alexander C. Li Mihir Prabhudesai Shivam Duggal Ellis L Brown Deepak Pathak DiffM VLM 58 227 0 28 Mar 2023
StyleDiffusion: Prompt-Embedding Inversion for Text-Based Editing Senmao Li Joost van de Weijer Taihang Hu Fahad Shahbaz Khan Qibin Hou Yaxing Wang Jian Yang DiffM 46 52 0 28 Mar 2023
The Stable Signature: Rooting Watermarks in Latent Diffusion Models Pierre Fernandez Guillaume Couairon Hervé Jégou Matthijs Douze Teddy Furon WIGM 34 177 0 27 Mar 2023
Anti-DreamBooth: Protecting users from personalized text-to-image synthesis T. Le Hao Phung Thuan Hoang Nguyen Quan Dao Ngoc N. Tran Anh Tran 30 92 0 27 Mar 2023
Training-free Content Injection using h-space in Diffusion Models Jaeseok Jeong Mingi Kwon Youngjung Uh DiffM 26 25 0 27 Mar 2023
Zero-Shot Composed Image Retrieval with Textual Inversion Alberto Baldrati Lorenzo Agnolucci Marco Bertini A. Bimbo 20 101 0 27 Mar 2023
DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion Sauradip Nag Xiatian Zhu Jiankang Deng Yi-Zhe Song Tao Xiang DiffM VGen 48 21 0 27 Mar 2023
Human Preference Score: Better Aligning Text-to-Image Models with Human Preference Xiaoshi Wu Keqiang Sun Feng Zhu Rui Zhao Hongsheng Li 34 133 0 25 Mar 2023
Freestyle Layout-to-Image Synthesis Han Xue Z. Huang Qianru Sun Li Song Wenjun Zhang DiffM 19 62 0 25 Mar 2023
CompoNeRF: Text-guided Multi-object Compositional NeRF with Editable 3D Scene Layout Haotian Bai Yiqi Lin Hui Xiong Sijia Li H. Lu Xiaodong Lin Lin Wang DiffM 45 42 0 24 Mar 2023
End-to-End Diffusion Latent Optimization Improves Classifier Guidance Bram Wallace Akash Gokul Stefano Ermon Nikhil Naik 124 71 0 23 Mar 2023
NOPE: Novel Object Pose Estimation from a Single Image Van Nguyen Nguyen Thibault Groueix Yinlin Hu Mathieu Salzmann Vincent Lepetit 48 25 0 23 Mar 2023
Ablating Concepts in Text-to-Image Diffusion Models Nupur Kumari Bin Zhang Sheng-Yu Wang Eli Shechtman Richard Y. Zhang Jun-Yan Zhu VLM 21 184 0 23 Mar 2023
DreamBooth3D: Subject-Driven Text-to-3D Generation Amit Raj S. Kaza Ben Poole Michael Niemeyer Nataniel Ruiz ... Kfir Aberman Michael Rubinstein Jonathan T. Barron Yuanzhen Li Varun Jampani DiffM 24 220 0 23 Mar 2023
ReVersion: Diffusion-Based Relation Inversion from Images Ziqi Huang Tianxing Wu Yuming Jiang Kelvin C. K. Chan Ziwei Liu 54 67 0 23 Mar 2023
Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video Generators Levon Khachatryan A. Movsisyan Vahram Tadevosyan Roberto Henschel Zhangyang Wang Shant Navasardyan Humphrey Shi VGen 29 548 0 23 Mar 2023
Medical diffusion on a budget: textual inversion for medical image generation B. D. Wilde A. Saha R. T. Broek Henkjan Huisman DiffM MedIm 47 15 0 23 Mar 2023
MagicFusion: Boosting Text-to-Image Generation Performance by Fusing Diffusion Models Jing Zhao Heliang Zheng Chaoyue Wang L. Lan Wenjing Yang VLM 45 17 0 23 Mar 2023
Democratising AI: Multiple Meanings, Goals, and Methods Elizabeth Seger Aviv Ovadya Ben Garfinkel Divya Siddarth Allan Dafoe 24 55 0 22 Mar 2023
Affordance Diffusion: Synthesizing Hand-Object Interactions Yufei Ye Xueting Li Abhi Gupta Shalini De Mello Stan Birchfield Jiaming Song Shubham Tulsiani Sifei Liu DiffM 43 76 0 21 Mar 2023
Localizing Object-level Shape Variations with Text-to-Image Diffusion Models Or Patashnik Daniel Garibi Idan Azuri Hadar Averbuch-Elor Daniel Cohen-Or DiffM 37 109 0 20 Mar 2023
SVDiff: Compact Parameter Space for Diffusion Fine-Tuning Ligong Han Yinxiao Li Han Zhang P. Milanfar Dimitris N. Metaxas Feng Yang DiffM 49 270 0 20 Mar 2023
Discovering Interpretable Directions in the Semantic Latent Space of Diffusion Models René Haas Inbar Huberman-Spiegelglas Rotem Mulayoff Stella Graßhof Sami S. Brandt T. Michaeli DiffM 37 39 0 20 Mar 2023
Deep Image Fingerprint: Towards Low Budget Synthetic Image Detection and Model Lineage Analysis Sergey Sinitsa Ohad Fried 21 17 0 19 Mar 2023
A Recipe for Watermarking Diffusion Models Yunqing Zhao Tianyu Pang Chao Du Xiao Yang Ngai-man Cheung Min Lin WIGM 30 115 0 17 Mar 2023
DialogPaint: A Dialog-based Image Editing Model Jingxuan Wei Shiyu Wu Xin Jiang Yequan Wang KELM DiffM 24 5 0 17 Mar 2023
P+: Extended Textual Conditioning in Text-to-Image Generation A. Voynov Qinghao Chu Daniel Cohen-Or Kfir Aberman VLM DiffM 51 176 0 16 Mar 2023
Unified Multi-Modal Latent Diffusion for Joint Subject and Text Conditional Image Generation Yi Ma Huan Yang Wenjing Wang Jianlong Fu Jiaying Liu 25 65 0 16 Mar 2023
DIRE for Diffusion-Generated Image Detection Zhendong Wang Jianmin Bao Wen-gang Zhou Weilun Wang Hezhen Hu Hong Chen Houqiang Li 27 196 0 16 Mar 2023
Automatic Geo-alignment of Artwork in Children's Story Books Jakub J Dylag V. Suarez James Wald Aneesha Amodini Uvara DiffM 46 0 0 16 Mar 2023
Aerial Diffusion: Text Guided Ground-to-Aerial View Translation from a Single Image using Diffusion Models D. Kothandaraman Dinesh Manocha Ming Lin Dinesh Manocha 36 5 0 15 Mar 2023
MAtch, eXpand and Improve: Unsupervised Finetuning for Zero-Shot Action Recognition with Language Knowledge Wei Lin Leonid Karlinsky Nina Shvetsova Horst Possegger Mateusz Koziñski Yikang Shen Rogerio Feris Hilde Kuehne Horst Bischof VLM 102 38 0 15 Mar 2023
Highly Personalized Text Embedding for Image Manipulation by Stable Diffusion Inhwa Han Serin Yang Taesung Kwon Jong Chul Ye DiffM 31 36 0 15 Mar 2023
Editing Implicit Assumptions in Text-to-Image Diffusion Models Hadas Orgad Bahjat Kawar Yonatan Belinkov DiffM 53 86 0 14 Mar 2023
Edit-A-Video: Single Video Editing with Object-Aware Consistency Chaehun Shin Heeseung Kim Che Hyun Lee Sang-gil Lee Sung-Hoon Yoon DiffM VGen 111 51 0 14 Mar 2023
Let 2D Diffusion Model Know 3D-Consistency for Robust Text-to-3D Generation Junyoung Seo Wooseok Jang Minseop Kwak Ines Hyeonsu Kim Jaehoon Ko Junho Kim Jin-Hwa Kim Jiyoung Lee Seung Wook Kim DiffM 46 136 0 14 Mar 2023
Text-to-image Diffusion Models in Generative AI: A Survey Chenshuang Zhang Chaoning Zhang Mengchun Zhang In So Kweon VLM 51 267 0 14 Mar 2023
Erasing Concepts from Diffusion Models Rohit Gandikota Joanna Materzyñska Jaden Fiotto-Kaufman David Bau DiffM 42 287 0 13 Mar 2023
Prompting AI Art: An Investigation into the Creative Skill of Prompt Engineering J. Oppenlaender Rhema Linder Johanna M. Silvennoinen 21 73 0 13 Mar 2023
Cones: Concept Neurons in Diffusion Models for Customized Generation Zhiheng Liu Ruili Feng Kai Zhu Yifei Zhang Kecheng Zheng Yu Liu Deli Zhao Jingren Zhou Yang Cao DiffM 111 122 0 09 Mar 2023
Video-P2P: Video Editing with Cross-attention Control Shaoteng Liu Yuechen Zhang Wenbo Li Zhe Lin Jiaya Jia DiffM VGen 147 202 0 08 Mar 2023
ELODIN: Naming Concepts in Embedding Spaces Rodrigo Mello Filipe Calegario Geber Ramalho DiffM 35 1 0 07 Mar 2023
The AI Ghostwriter Effect: When Users Do Not Perceive Ownership of AI-Generated Text But Self-Declare as Authors Fiona Draxler Anna Werner Florian Lehmann Matthias Hoppe Albrecht Schmidt Daniel Buschek Robin Welsch DeLMO 11 26 0 06 Mar 2023
StyO: Stylize Your Face in Only One-Shot Bonan li Zicheng Zhang Xuecheng Nie Congying Han Yinhan Hu Tiande Guo DiffM 39 6 0 06 Mar 2023
Word-As-Image for Semantic Typography Shira Iluz Yael Vinker Amir Hertz Daniel Berio Daniel Cohen-Or Ariel Shamir DiffM 60 61 0 03 Mar 2023
Counterfactual Edits for Generative Evaluation Maria Lymperaiou Giorgos Filandrianos Konstantinos Thomas Giorgos Stamou EGVM 23 0 0 02 Mar 2023
X&Fuse: Fusing Visual Information in Text-to-Image Generation Yuval Kirstain Omer Levy Adam Polyak DiffM 27 5 0 02 Mar 2023
Collage Diffusion Vishnu Sarukkai Linden Li Arden Ma Christopher Ré Kayvon Fatahalian DiffM 42 24 0 01 Mar 2023
Enhanced Controllability of Diffusion Models via Feature Disentanglement and Realism-Enhanced Sampling Methods Wonwoong Cho Hareesh Ravi Midhun Harikumar V. Khuc Krishna Kumar Singh Jingwan Lu David I. Inouye Ajinkya Kale DiffM 34 7 0 28 Feb 2023
ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation Yuxiang Wei Yabo Zhang Zhilong Ji Jinfeng Bai Lei Zhang W. Zuo DiffM 30 314 0 27 Feb 2023