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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BARET : Balanced Attention based Real image Editing driven by Target-text Inversion Yuming Qiao Fanyi Wang Jingwen Su Yanhao Zhang Yunjie Yu Siyu Wu Guo-Jun Qi DiffM 30 4 0 09 Dec 2023
SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation Thuan Hoang Nguyen Anh Tran DiffM 34 60 0 08 Dec 2023
MotionCrafter: One-Shot Motion Customization of Diffusion Models Yuxin Zhang Fan Tang Nisha Huang Haibin Huang Chongyang Ma Weiming Dong Changsheng Xu DiffM VGen 46 14 0 08 Dec 2023
DreaMoving: A Human Video Generation Framework based on Diffusion Models Mengyang Feng Jinlin Liu Kai Yu Yuan Yao Zheng Hui ... Xiaoyang Kang Biwen Lei Miaomiao Cui Peiran Ren Xuansong Xie VGen 41 26 0 08 Dec 2023
RS-Corrector: Correcting the Racial Stereotypes in Latent Diffusion Models Yue Jiang Yueming Lyu Tianxiang Ma Bo Peng Jing Dong 59 3 0 08 Dec 2023
RL Dreams: Policy Gradient Optimization for Score Distillation based 3D Generation Aradhya Neeraj Mathur Phu-Cuong Pham Aniket Bera Ojaswa Sharma 44 0 0 08 Dec 2023
NeuSD: Surface Completion with Multi-View Text-to-Image Diffusion Savva Ignatyev Daniil Selikhanovych Oleg Voynov Yiqun Wang Peter Wonka Stamatios Lefkimmiatis Evgeny Burnaev 34 0 0 07 Dec 2023
Gen2Det: Generate to Detect Saksham Suri Fanyi Xiao Animesh Sinha Sean Culatana Raghuraman Krishnamoorthi Chenchen Zhu Abhinav Shrivastava VLM DiffM 34 9 0 07 Dec 2023
NeRFiller: Completing Scenes via Generative 3D Inpainting Ethan Weber Aleksander Holyñski Varun Jampani Saurabh Saxena Noah Snavely Abhishek Kar Angjoo Kanazawa 70 31 0 07 Dec 2023
Generating Illustrated Instructions Sachit Menon Ishan Misra Rohit Girdhar DiffM 39 4 0 07 Dec 2023
RAVE: Randomized Noise Shuffling for Fast and Consistent Video Editing with Diffusion Models Ozgur Kara Barışcan Kurtkaya Hidir Yesiltepe James M. Rehg Pinar Yanardag VGen DiffM 25 45 0 07 Dec 2023
Hierarchical Spatio-temporal Decoupling for Text-to-Video Generation Zhiwu Qing Shiwei Zhang Jiayu Wang Xiang Wang Yujie Wei Yingya Zhang Changxin Gao Nong Sang VGen DiffM 37 39 0 07 Dec 2023
PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding Zhen Li Mingdeng Cao Xintao Wang Zhongang Qi Ming-Ming Cheng Ying Shan DiffM 67 191 0 07 Dec 2023
DreamVideo: Composing Your Dream Videos with Customized Subject and Motion Yujie Wei Shiwei Zhang Zhiwu Qing Hangjie Yuan Zhiheng Liu Yu Liu Yingya Zhang Jingren Zhou Hongming Shan DiffM VGen 24 90 0 07 Dec 2023
Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models Jiayi Guo Xingqian Xu Yifan Pu Zanlin Ni Chaofei Wang Manushree Vasu Shiji Song Gao Huang Humphrey Shi DiffM 38 28 0 07 Dec 2023
DemoCaricature: Democratising Caricature Generation with a Rough Sketch Dar-Yen Chen A. Bhunia Subhadeep Koley Aneeshan Sain Pinaki Nath Chowdhury Yi-Zhe Song 36 8 0 07 Dec 2023
Style Transfer to Calvin and Hobbes comics using Stable Diffusion Sloke Shrestha Sundar Sripada Asvin Venkataramanan DiffM 31 1 0 07 Dec 2023
Stable Diffusion for Data Augmentation in COCO and Weed Datasets Boyang Deng 22 1 0 07 Dec 2023
LEGO: Learning EGOcentric Action Frame Generation via Visual Instruction Tuning Bolin Lai Xiaoliang Dai Lawrence Chen Guan Pang James M. Rehg Miao Liu 61 15 0 06 Dec 2023
Alpha-CLIP: A CLIP Model Focusing on Wherever You Want Zeyi Sun Ye Fang Tong Wu Pan Zhang Yuhang Zang Shu Kong Yuanjun Xiong Dahua Lin Jiaqi Wang VLM CLIP 73 84 0 06 Dec 2023
AVID: Any-Length Video Inpainting with Diffusion Model Zhixing Zhang Bichen Wu Xiaoyan Wang Yaqiao Luo Luxin Zhang Yinan Zhao Peter Vajda Dimitris N. Metaxas Licheng Yu VGen DiffM 50 34 0 06 Dec 2023
TokenCompose: Text-to-Image Diffusion with Token-level Supervision Zirui Wang Zhizhou Sha Zheng Ding Yilin Wang Zhuowen Tu DiffM 49 20 0 06 Dec 2023
DiffusionSat: A Generative Foundation Model for Satellite Imagery Samar Khanna Patrick Liu Linqi Zhou Chenlin Meng Robin Rombach Marshall Burke David B. Lobell Stefano Ermon 37 60 0 06 Dec 2023
A Task is Worth One Word: Learning with Task Prompts for High-Quality Versatile Image Inpainting Junhao Zhuang Yanhong Zeng Wenran Liu Chun Yuan Kai Chen DiffM 64 71 0 06 Dec 2023
Language-Informed Visual Concept Learning Sharon Lee Yunzhi Zhang Shangzhe Wu Jiajun Wu CoGe 29 9 0 06 Dec 2023
Context Diffusion: In-Context Aware Image Generation Ivona Najdenkoska Animesh Sinha Abhimanyu Dubey Dhruv Mahajan Vignesh Ramanathan Filip Radenovic DiffM 21 10 0 06 Dec 2023
Personalized Face Inpainting with Diffusion Models by Parallel Visual Attention Jianjin Xu Saman Motamed Praneetha Vaddamanu C. Wu Christian Haene Jean-Charles Bazin Fernando de la Torre 46 11 0 06 Dec 2023
Make-A-Storyboard: A General Framework for Storyboard with Disentangled and Merged Control Jingkuan Song Litao Guo Lianli Gao Hengtao Shen Jingkuan Song DiffM 40 3 0 06 Dec 2023
FAAC: Facial Animation Generation with Anchor Frame and Conditional Control for Superior Fidelity and Editability Linze Li Sunqi Fan Hengjun Pu Z. Bing Yao Tang Tianzhu Ye Tong Yang Liangyu Chen Jiajun Liang VGen DiffM 31 0 0 06 Dec 2023
Rethinking E-Commerce Search Haixun Wang Taesik Na 50 6 0 06 Dec 2023
DiffusionAtlas: High-Fidelity Consistent Diffusion Video Editing Shao-Yu Chang Hwann-Tzong Chen Tyng-Luh Liu DiffM VGen 52 3 0 05 Dec 2023
DreamInpainter: Text-Guided Subject-Driven Image Inpainting with Diffusion Models Shaoan Xie Yang Zhao Zhisheng Xiao Kelvin C. K. Chan Yandong Li Yanwu Xu Kun Zhang Tingbo Hou DiffM 44 26 0 05 Dec 2023
ViscoNet: Bridging and Harmonizing Visual and Textual Conditioning for ControlNet Soon Yau Cheong Armin Mustafa Andrew Gilbert DiffM 34 5 0 05 Dec 2023
LooseControl: Lifting ControlNet for Generalized Depth Conditioning Shariq Farooq Bhat Niloy J. Mitra Peter Wonka AI4CE DiffM 41 33 0 05 Dec 2023
Alchemist: Parametric Control of Material Properties with Diffusion Models Prafull Sharma Varun Jampani Yuanzhen Li Xuhui Jia Dmitry Lagun Frédo Durand William T. Freeman Mark J. Matthews DiffM 68 25 0 05 Dec 2023
DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control Yuru Jia Lukas Hoyer Shengyu Huang Tianfu Wang Luc Van Gool Konrad Schindler Anton Obukhov DiffM 68 19 0 05 Dec 2023
WoVoGen: World Volume-aware Diffusion for Controllable Multi-camera Driving Scene Generation Jiachen Lu Ze Huang Zeyu Yang Jiahui Zhang Li Zhang VGen 22 40 0 05 Dec 2023
LivePhoto: Real Image Animation with Text-guided Motion Control Xi Chen Zhiheng Liu Mengting Chen Yutong Feng Yu Liu Yujun Shen Hengshuang Zhao VGen DiffM 47 30 0 05 Dec 2023
MagicStick: Controllable Video Editing via Control Handle Transformations Yue Ma Xiaodong Cun Yin-Yin He Chenyang Qi Xintao Wang Ying Shan Xiu Li Qifeng Chen VGen 56 24 0 05 Dec 2023
Fine-grained Controllable Video Generation via Object Appearance and Context Hsin-Ping Huang Yu-Chuan Su Deqing Sun Lu Jiang Xuhui Jia Yukun Zhu Ming-Hsuan Yang DiffM VGen 30 14 0 05 Dec 2023
Customization Assistant for Text-to-image Generation Yufan Zhou Ruiyi Zhang Jiuxiang Gu Tongfei Sun DiffM 33 11 0 05 Dec 2023
BIVDiff: A Training-Free Framework for General-Purpose Video Synthesis via Bridging Image and Video Diffusion Models Fengyuan Shi Jiaxi Gu Hang Xu Songcen Xu Wei Zhang Limin Wang VGen DiffM 36 12 0 05 Dec 2023
Analyzing and Improving the Training Dynamics of Diffusion Models Tero Karras M. Aittala J. Lehtinen Janne Hellsten Timo Aila S. Laine 61 164 0 05 Dec 2023
FaceStudio: Put Your Face Everywhere in Seconds Yuxuan Yan C. Zhang Rui Wang Yichao Zhou Gege Zhang Pei Cheng Gang Yu Bin-Bin Fu DiffM 43 41 0 05 Dec 2023
Stable Diffusion Exposed: Gender Bias from Prompt to Image Yankun Wu Yuta Nakashima Noa Garcia 33 17 0 05 Dec 2023
Retrieving Conditions from Reference Images for Diffusion Models Haoran Tang Xin Zhou Jieren Deng Zhihong Pan Hao Tian Pratik Chaudhari 47 2 0 05 Dec 2023
SAVE: Protagonist Diversification with Structure Agnostic Video Editing Yeji Song Wonsik Shin Junsoo Lee Jeesoo Kim Nojun Kwak DiffM VGen 108 4 0 05 Dec 2023
Orthogonal Adaptation for Modular Customization of Diffusion Models Ryan Po Guandao Yang Kfir Aberman Gordon Wetzstein DiffM 38 26 0 05 Dec 2023
InstructBooth: Instruction-following Personalized Text-to-Image Generation Daewon Chae Nokyung Park Jinkyu Kim Kimin Lee DiffM 27 11 0 04 Dec 2023
Readout Guidance: Learning Control from Diffusion Features Grace Luo Trevor Darrell Oliver Wang Dan B. Goldman Aleksander Holynski 31 21 0 04 Dec 2023