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
As-Plausible-As-Possible: Plausibility-Aware Mesh Deformation Using 2D Diffusion Priors Seungwoo Yoo Kunho Kim Vladimir G. Kim Minhyuk Sung DiffM 44 13 0 28 Nov 2023
MobileDiffusion: Instant Text-to-Image Generation on Mobile Devices Yang Zhao Yanwu Xu Zhisheng Xiao Haolin Jia Tingbo Hou VLM 52 11 0 28 Nov 2023
DiffusionTalker: Personalization and Acceleration for Speech-Driven 3D Face Diffuser Peng Chen Xiaobao Wei Ming Lu Yitong Zhu Nai-Ming Yao Xingyu Xiao Hui Chen 39 12 0 28 Nov 2023
Text-Driven Image Editing via Learnable Regions Yuanze Lin Yi-Wen Chen Yi-Hsuan Tsai Lu Jiang Ming-Hsuan Yang DiffM 39 16 0 28 Nov 2023
Manifold Preserving Guided Diffusion Yutong He Naoki Murata Chieh-Hsin Lai Yuhta Takida Toshimitsu Uesaka ... Wei-Hsiang Liao Yuki Mitsufuji J. Zico Kolter Ruslan Salakhutdinov Stefano Ermon DiffM 116 66 0 28 Nov 2023
CLiC: Concept Learning in Context Mehdi Safaee Aryan Mikaeili Or Patashnik Daniel Cohen-Or Ali Mahdavi-Amiri 39 11 0 28 Nov 2023
Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift Shengwei An Sheng-Yen Chou Kaiyuan Zhang Qiuling Xu Guanhong Tao ... Shuyang Cheng Shiqing Ma Pin-Yu Chen Tsung-Yi Ho Xiangyu Zhang DiffM AAML 41 29 0 27 Nov 2023
GaussianEditor: Editing 3D Gaussians Delicately with Text Instructions Jiemin Fang Junjie Wang Xiaopeng Zhang Lingxi Xie Qi Tian 3DGS DiffM 53 109 0 27 Nov 2023
SiTH: Single-view Textured Human Reconstruction with Image-Conditioned Diffusion Hsuan-I Ho Mingli Song Otmar Hilliges DiffM 41 31 0 27 Nov 2023
Learning Disentangled Identifiers for Action-Customized Text-to-Image Generation Siteng Huang Biao Gong Yutong Feng Xi Chen Yu Fu Yu Liu Donglin Wang DiffM 29 13 0 27 Nov 2023
LLMGA: Multimodal Large Language Model based Generation Assistant Bin Xia Shiyin Wang Yingfan Tao Yitong Wang Jiaya Jia MLLM 46 12 0 27 Nov 2023
Check, Locate, Rectify: A Training-Free Layout Calibration System for Text-to-Image Generation Biao Gong Siteng Huang Yutong Feng Shiwei Zhang Yuyuan Li Yu Liu DiffM 33 11 0 27 Nov 2023
Enhancing Diffusion Models with Text-Encoder Reinforcement Learning Chaofeng Chen Annan Wang Haoning Wu Liang Liao Wenxiu Sun Qiong Yan Weisi Lin 36 10 0 27 Nov 2023
Reinforcement Learning from Diffusion Feedback: Q* for Image Search Aboli Rajan Marathe VLM 52 0 0 27 Nov 2023
Efficient Dataset Distillation via Minimax Diffusion Jianyang Gu Saeed Vahidian Vyacheslav Kungurtsev Haonan Wang Wei Jiang Yang You Yiran Chen DD 46 28 0 27 Nov 2023
HawkI: Homography & Mutual Information Guidance for 3D-free Single Image to Aerial View D. Kothandaraman Dinesh Manocha Ming C. Lin Dinesh Manocha DiffM 49 2 0 27 Nov 2023
DreamCreature: Crafting Photorealistic Virtual Creatures from Imagination KamWoh Ng Xiatian Zhu Yi-Zhe Song Tao Xiang DiffM 20 6 0 27 Nov 2023
Large Language Models in Law: A Survey Jinqi Lai Wensheng Gan Jiayang Wu Zhenlian Qi Philip S. Yu ELM AILaw 39 75 0 26 Nov 2023
InstaStyle: Inversion Noise of a Stylized Image is Secretly a Style Adviser Xing Cui Zekun Li Peipei Li Huaibo Huang Xuannan Liu Zhaofeng He DiffM 57 8 0 25 Nov 2023
FreePIH: Training-Free Painterly Image Harmonization with Diffusion Model Ruibin Li Jingcai Guo Song Guo Qihua Zhou Jiewei Zhang DiffM 43 9 0 25 Nov 2023
CatVersion: Concatenating Embeddings for Diffusion-Based Text-to-Image Personalization Ruoyu Zhao Mingrui Zhu Shiyin Dong Nannan Wang Xinbo Gao DiffM 35 13 0 24 Nov 2023
Animate124: Animating One Image to 4D Dynamic Scene Yuyang Zhao Zhiwen Yan Enze Xie Lanqing Hong Zhenguo Li Gim Hee Lee VGen 48 62 0 24 Nov 2023
Highly Detailed and Temporal Consistent Video Stylization via Synchronized Multi-Frame Diffusion M. Xie Hanyuan Liu Chengze Li Tien-Tsin Wong VGen DiffM 38 0 0 24 Nov 2023
DemoFusion: Democratising High-Resolution Image Generation With No Ruoyi Du Dongliang Chang Timothy M. Hospedales Yi-Zhe Song Zhanyu Ma 41 49 0 24 Nov 2023
Paragraph-to-Image Generation with Information-Enriched Diffusion Model Weijia Wu Zhuang Li Yefei He Mike Zheng Shou Chunhua Shen Lele Cheng Yan Li Yan Li Di Zhang VLM 141 25 0 24 Nov 2023
Posterior Distillation Sampling Juil Koo Chanho Park Minhyuk Sung DiffM 39 27 0 23 Nov 2023
A Somewhat Robust Image Watermark against Diffusion-based Editing Models Mingtian Tan Tianhao Wang Somesh Jha WIGM 39 3 0 22 Nov 2023
ZipLoRA: Any Subject in Any Style by Effectively Merging LoRAs Viraj Shah Nataniel Ruiz Forrester Cole Erika Lu Svetlana Lazebnik Yuanzhen Li Varun Jampani DiffM 41 101 0 22 Nov 2023
Steal My Artworks for Fine-tuning? A Watermarking Framework for Detecting Art Theft Mimicry in Text-to-Image Models Ge Luo Junqiang Huang Manman Zhang Zhenxing Qian Sheng Li Xinpeng Zhang WIGM 25 9 0 22 Nov 2023
Boosting3D: High-Fidelity Image-to-3D by Boosting 2D Diffusion Prior to 3D Prior with Progressive Learning Kai Yu Jinlin Liu Mengyang Feng Miaomiao Cui Xuansong Xie 48 6 0 22 Nov 2023
Diffusion360: Seamless 360 Degree Panoramic Image Generation based on Diffusion Models Mengyang Feng Jinlin Liu Miaomiao Cui Xuansong Xie 19 17 0 22 Nov 2023
MetaCloak: Preventing Unauthorized Subject-driven Text-to-image Diffusion-based Synthesis via Meta-learning Yixin Liu Chenrui Fan Yutong Dai Xun Chen Pan Zhou Lichao Sun DiffM 26 19 0 22 Nov 2023
Concept Sliders: LoRA Adaptors for Precise Control in Diffusion Models Rohit Gandikota Joanna Materzyñska Tingrui Zhou Antonio Torralba David Bau DiffM 51 64 0 20 Nov 2023
An Image is Worth Multiple Words: Multi-attribute Inversion for Constrained Text-to-Image Synthesis Aishwarya Agarwal Srikrishna Karanam Tripti Shukla Balaji Vasan Srinivasan DiffM 103 20 0 20 Nov 2023
Cut-and-Paste: Subject-Driven Video Editing with Attention Control Zhichao Zuo Zhao Zhang Yan Luo Yang Zhao Haijun Zhang Yi Yang Meng Wang DiffM VGen 24 5 0 20 Nov 2023
AutoStory: Generating Diverse Storytelling Images with Minimal Human Effort Wen Wang Canyu Zhao Hao Chen Zhekai Chen Kecheng Zheng Chunhua Shen DiffM 32 22 0 19 Nov 2023
EditShield: Protecting Unauthorized Image Editing by Instruction-guided Diffusion Models Ruoxi Chen Haibo Jin Yixin Liu Jinyin Chen Haohan Wang Lichao Sun 34 10 0 19 Nov 2023
Mitigating Exposure Bias in Discriminator Guided Diffusion Models Eleftherios Tsonis Paraskevi Tzouveli Athanasios Voulodimos DiffM 18 2 0 18 Nov 2023
Behavior Optimized Image Generation Varun Khurana Yaman Kumar Singla J. Subramanian R. Shah Changyou Chen Zhiqiang Xu Balaji Krishnamurthy EGVM 16 4 0 18 Nov 2023
High-fidelity Person-centric Subject-to-Image Synthesis Yibin Wang Weizhong Zhang Jianwei Zheng Cheng Jin VGen 39 21 0 17 Nov 2023
Text-to-Sticker: Style Tailoring Latent Diffusion Models for Human Expression Animesh Sinha Bo Sun Anmol Kalia Arantxa Casanova Elliot Blanchard ... Ankit Ramchandani Maziar Sanjabi Sonal Gupta Amy Bearman Dhruv Mahajan DiffM 38 4 0 17 Nov 2023
The Chosen One: Consistent Characters in Text-to-Image Diffusion Models Omri Avrahami Amir Hertz Yael Vinker Moab Arar Shlomi Fruchter Ohad Fried Daniel Cohen-Or Dani Lischinski DiffM 62 33 0 16 Nov 2023
MAM-E: Mammographic synthetic image generation with diffusion models R. Montoya-del-Angel Karla Sam-Millan J. C. Vilanova Robert Martí MedIm 40 7 0 16 Nov 2023
DIFFNAT: Improving Diffusion Image Quality Using Natural Image Statistics Aniket Roy Maiterya Suin Anshul B. Shah Ketul Shah Jiang-Long Liu Rama Chellappa DiffM 35 4 0 16 Nov 2023
Trustworthy Large Models in Vision: A Survey Ziyan Guo Li Xu Jun Liu MU 66 0 0 16 Nov 2023
DECDM: Document Enhancement using Cycle-Consistent Diffusion Models Jiaxin Zhang Joy Rimchala Lalla Mouatadid Kamalika Das Kumar Sricharan DiffM 32 1 0 16 Nov 2023
3D Paintbrush: Local Stylization of 3D Shapes with Cascaded Score Distillation Dale Decatur Itai Lang Kfir Aberman Rana Hanocka 43 16 0 16 Nov 2023
Single-Image 3D Human Digitization with Shape-Guided Diffusion Badour Albahar Shunsuke Saito Hung-Yu Tseng Changil Kim Johannes Kopf Jia-Bin Huang DiffM 36 28 0 15 Nov 2023
Contrastive Transformer Learning with Proximity Data Generation for Text-Based Person Search Hefeng Wu Weifeng Chen Zhibin Liu Tianshui Chen Zhiguang Chen Liang Lin 38 11 0 15 Nov 2023
FastBlend: a Powerful Model-Free Toolkit Making Video Stylization Easier Zhongjie Duan Chengyu Wang Cen Chen Weining Qian Jun Huang Mingyi Jin DiffM 27 2 0 15 Nov 2023