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
Material Palette: Extraction of Materials from a Single Image Ivan Lopes Fabio Pizzati Raoul de Charette DiffM 34 12 0 28 Nov 2023
As-Plausible-As-Possible: Plausibility-Aware Mesh Deformation Using 2D Diffusion Priors Seungwoo Yoo Kunho Kim Vladimir G. Kim Minhyuk Sung DiffM 41 13 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 34 16 0 28 Nov 2023
GaussianEditor: Editing 3D Gaussians Delicately with Text Instructions Jiemin Fang Junjie Wang Xiaopeng Zhang Lingxi Xie Qi Tian 3DGS DiffM 48 109 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
Reinforcement Learning from Diffusion Feedback: Q* for Image Search Aboli Rajan Marathe VLM 49 0 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 31 2 0 27 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 Tingting Gao Di Zhang VLM 141 24 0 24 Nov 2023
Posterior Distillation Sampling Juil Koo Chanho Park Minhyuk Sung DiffM 29 27 0 23 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 45 6 0 22 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
Single-Image 3D Human Digitization with Shape-Guided Diffusion Badour Albahar Shunsuke Saito Hung-Yu Tseng Changil Kim Johannes Kopf Jia-Bin Huang DiffM 31 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 33 11 0 15 Nov 2023
3DStyle-Diffusion: Pursuing Fine-grained Text-driven 3D Stylization with 2D Diffusion Models Haibo Yang Yang Chen Yingwei Pan Ting Yao Zhineng Chen Tao Mei 26 19 0 09 Nov 2023
Control3D: Towards Controllable Text-to-3D Generation Yang Chen Yingwei Pan Yehao Li Ting Yao Tao Mei DiffM 30 46 0 09 Nov 2023
A Data Perspective on Enhanced Identity Preservation for Diffusion Personalization Xingzhe He Zhiwen Cao Nicholas I. Kolkin Lantao Yu Kun Wan Helge Rhodin Ratheesh Kalarot 45 13 0 07 Nov 2023
Diversity and Diffusion: Observations on Synthetic Image Distributions with Stable Diffusion David Marwood S. Baluja Y. Alon DiffM 65 5 0 31 Oct 2023
DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior Jingxiang Sun Bo Zhang Ruizhi Shao Lizhen Wang Wen Liu Zhenda Xie Yebin Liu 45 132 0 25 Oct 2023
Prompt-Driven Building Footprint Extraction in Aerial Images with Offset-Building Model Kai Li Yupeng Deng Yun-long Kong Diyou Liu Jingbo Chen Yu Meng Junxian Ma Chenhao Wang 53 1 0 25 Oct 2023
On the Proactive Generation of Unsafe Images From Text-To-Image Models Using Benign Prompts Yixin Wu Ning Yu Michael Backes Yun Shen Yang Zhang DiffM 59 8 0 25 Oct 2023
MotionDirector: Motion Customization of Text-to-Video Diffusion Models Rui Zhao Yuchao Gu Jay Zhangjie Wu David Junhao Zhang Jia-Wei Liu Weijia Wu Jussi Keppo Mike Zheng Shou DiffM VGen 30 105 0 12 Oct 2023
ObjectComposer: Consistent Generation of Multiple Objects Without Fine-tuning Alec Helbling Evan Montoya Duen Horng Chau DiffM 31 1 0 10 Oct 2023
VoiceExtender: Short-utterance Text-independent Speaker Verification with Guided Diffusion Model Yayun He Zuheng Kang Jianzong Wang Junqing Peng Jing Xiao DiffM 27 2 0 07 Oct 2023
AI-Generated Images as Data Source: The Dawn of Synthetic Era Zuhao Yang Fangneng Zhan Kunhao Liu Muyu Xu Shijian Lu EGVM 33 18 0 03 Oct 2023
Toward effective protection against diffusion based mimicry through score distillation Haotian Xue Chumeng Liang Xiaoyu Wu Yongxin Chen DiffM AAML 35 34 0 02 Oct 2023
KV Inversion: KV Embeddings Learning for Text-Conditioned Real Image Action Editing Jiarui Yao Yifan Liu Simon S. Du Shifeng Chen DiffM 24 24 0 28 Sep 2023
Exploiting the Signal-Leak Bias in Diffusion Models Martin Nicolas Everaert Athanasios Fitsios Marco Bocchio Sami Arpa Sabine Süsstrunk R. Achanta DiffM 35 25 0 27 Sep 2023
Dynamic Prompt Learning: Addressing Cross-Attention Leakage for Text-Based Image Editing Kai Wang Fei Yang Shiqi Yang Muhammad Atif Butt Joost van de Weijer DiffM 44 51 0 27 Sep 2023
DreamCom: Finetuning Text-guided Inpainting Model for Image Composition Lingxiao Lu Jiangtong Li Bo Zhang Li Niu DiffM 28 11 0 27 Sep 2023
FEC: Three Finetuning-free Methods to Enhance Consistency for Real Image Editing Songyan Chen Jiancheng Huang DiffM 32 13 0 26 Sep 2023
Text-to-Image Generation for Abstract Concepts Jiayi Liao Xu Chen Qiang Fu Lun Du Xiangnan He Xiang Wang Shi Han Dongmei Zhang 43 14 0 26 Sep 2023
Generative Escher Meshes Noam Aigerman Thibault Groueix DiffM 35 4 0 25 Sep 2023
Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator Hanzhuo Huang Yufan Feng Cheng Shi Lan Xu Jingyi Yu Sibei Yang DiffM VGen 31 63 0 25 Sep 2023
Text-Guided Vector Graphics Customization Peiying Zhang Nanxuan Zhao Jing Liao DiffM 30 9 0 21 Sep 2023
FreeU: Free Lunch in Diffusion U-Net Chenyang Si Ziqi Huang Yuming Jiang Ziwei Liu DiffM 54 132 0 20 Sep 2023
Investigating Personalization Methods in Text to Music Generation Manos Plitsis Theodoros Kouzelis Georgios Paraskevopoulos Vassilis Katsouros Yannis Panagakis DiffM 32 10 0 20 Sep 2023
Forgedit: Text Guided Image Editing via Learning and Forgetting Shiwen Zhang Shuai Xiao Weilin Huang DiffM 31 18 0 19 Sep 2023
Text-to-Image Models for Counterfactual Explanations: a Black-Box Approach Guillaume Jeanneret Loïc Simon Frédéric Jurie DiffM 30 12 0 14 Sep 2023
DreamStyler: Paint by Style Inversion with Text-to-Image Diffusion Models Namhyuk Ahn Junsoo Lee Chunggi Lee Kunhee Kim Daesik Kim Seung-Hun Nam Kibeom Hong DiffM 18 21 0 13 Sep 2023
ITI-GEN: Inclusive Text-to-Image Generation Cheng Zhang Xuanbai Chen Siqi Chai Chen Henry Wu Dmitry Lagun Thabo Beeler Fernando de la Torre VLM 38 53 0 11 Sep 2023
DeNoising-MOT: Towards Multiple Object Tracking with Severe Occlusions Teng Fu Xiaocong Wang Haiyang Yu Ke Niu Bin Li Xiangyang Xue VOT ViT 44 6 0 09 Sep 2023
Language Prompt for Autonomous Driving Dongming Wu Wencheng Han Tiancai Wang Yingfei Liu Cheng-zhong Xu Jianbing Shen Jianbing Shen VLM 44 74 0 08 Sep 2023
Chasing Consistency in Text-to-3D Generation from a Single Image Yichen Ouyang Wenhao Chai Jiayi Ye Dapeng Tao Yibing Zhan Gaoang Wang DiffM 27 15 0 07 Sep 2023
My Art My Choice: Adversarial Protection Against Unruly AI Anthony Rhodes Ram Bhagat U. Ciftci Ilke Demir DiffM 45 4 0 06 Sep 2023
Ref-Diff: Zero-shot Referring Image Segmentation with Generative Models Minheng Ni Yabo Zhang Kailai Feng Xiaoming Li Yiwen Guo W. Zuo DiffM 22 24 0 31 Aug 2023
Total Selfie: Generating Full-Body Selfies B. Chen Brian L. Curless Ira Kemelmacher-Shlizerman S. M. Seitz DiffM 38 4 0 28 Aug 2023
Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization Tao Yang Rongyuan Wu Peiran Ren Xuansong Xie Lei Zhang DiffM 50 138 0 28 Aug 2023
SketchDreamer: Interactive Text-Augmented Creative Sketch Ideation Zhiyu Qu Tao Xiang Yi-Zhe Song DiffM 39 11 0 27 Aug 2023
Sparse3D: Distilling Multiview-Consistent Diffusion for Object Reconstruction from Sparse Views Zi-Xin Zou Weihao Cheng Yan-Pei Cao Shi-Sheng Huang Ying Shan Songiie Zhang DiffM 36 23 0 27 Aug 2023