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

ArXiv PDF HTML

Papers citing "DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation"

50 / 2,074 papers shown

Title
Language Models as Black-Box Optimizers for Vision-Language Models Shihong Liu Zhiqiu Lin Samuel Yu Ryan Lee Tiffany Ling Deepak Pathak Deva Ramanan VLM 35 28 0 12 Sep 2023
Catch You Everything Everywhere: Guarding Textual Inversion via Concept Watermarking Weitao Feng Jiyan He Jie Zhang Tianwei Zhang Wenbo Zhou Weiming Zhang Neng H. Yu WIGM 42 10 0 12 Sep 2023
PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion Models Li Chen Mengyi Zhao Yiheng Liu Mingxu Ding Yangyang Song ... Xu Wang Hao Yang Jing Liu Kang Du Min Zheng DiffM 39 53 0 11 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 43 53 0 11 Sep 2023
NExT-GPT: Any-to-Any Multimodal LLM Shengqiong Wu Hao Fei Leigang Qu Wei Ji Tat-Seng Chua MLLM 51 461 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 48 6 0 09 Sep 2023
Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization Yang Jin Kun Xu Kun Xu Liwei Chen Chao Liao ... Xiaoqiang Lei Di Zhang Wenwu Ou Kun Gai Yadong Mu MLLM VLM 27 41 0 09 Sep 2023
Create Your World: Lifelong Text-to-Image Diffusion Gan Sun Wenqi Liang Jiahua Dong Jun Li Zhengming Ding Yang Cong DiffM VLM 40 29 0 08 Sep 2023
MoEController: Instruction-based Arbitrary Image Manipulation with Mixture-of-Expert Controllers Sijia Li Chen Chen H. Lu DiffM 58 9 0 08 Sep 2023
AdBooster: Personalized Ad Creative Generation using Stable Diffusion Outpainting Veronika Shilova Ludovic Dos Santos Flavian Vasile Gaetan Racic Ugo Tanielian DiffM 19 7 0 08 Sep 2023
From Text to Mask: Localizing Entities Using the Attention of Text-to-Image Diffusion Models Changming Xiao Qi Yang Feng Zhou Changshui Zhang 38 17 0 08 Sep 2023
Language Prompt for Autonomous Driving Dongming Wu Wencheng Han Tiancai Wang Yingfei Liu Cheng-zhong Xu Jianbing Shen Jianbing Shen VLM 49 74 0 08 Sep 2023
BluNF: Blueprint Neural Field Robin Courant Xi Wang Marc Christie Vicky Kalogeiton 35 0 0 07 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 34 15 0 07 Sep 2023
My Art My Choice: Adversarial Protection Against Unruly AI Anthony Rhodes Ram Bhagat U. Ciftci Ilke Demir DiffM 50 4 0 06 Sep 2023
SMPLitex: A Generative Model and Dataset for 3D Human Texture Estimation from Single Image Dan Casas M. C. Trinidad 3DH 3DGS 35 20 0 04 Sep 2023
StyleAdapter: A Single-Pass LoRA-Free Model for Stylized Image Generation Zhouxia Wang Xintao Wang Liangbin Xie Zhongang Qi Ying Shan Wenping Wang Ping Luo DiffM 14 7 0 04 Sep 2023
Exploring Limits of Diffusion-Synthetic Training with Weakly Supervised Semantic Segmentation Ryota Yoshihashi Yuya Otsuka Kenji Doi Tomohiro Tanaka Hirokatsu Kataoka 44 1 0 04 Sep 2023
Bridge Diffusion Model: bridge non-English language-native text-to-image diffusion model with English communities Shanyuan Liu Dawei Leng Yuhui Yin DiffM 42 7 0 02 Sep 2023
RenAIssance: A Survey into AI Text-to-Image Generation in the Era of Large Model Fengxiang Bie Yibo Yang Zhongzhu Zhou Adam Ghanem Minjia Zhang ... Pareesa Ameneh Golnari David A. Clifton Yuxiong He Dacheng Tao Shuaiwen Leon Song EGVM 36 20 0 02 Sep 2023
Text2Scene: Text-driven Indoor Scene Stylization with Part-aware Details I. Hwang Hyeonwoo Kim Y. Kim DiffM 37 16 0 31 Aug 2023
Ref-Diff: Zero-shot Referring Image Segmentation with Generative Models Minheng Ni Yabo Zhang Kailai Feng Xiaoming Li Yiwen Guo W. Zuo DiffM 25 24 0 31 Aug 2023
Any-Size-Diffusion: Toward Efficient Text-Driven Synthesis for Any-Size HD Images Qingping Zheng Yuanfan Guo Jiankang Deng Jianhua Han Ying Li Songcen Xu Hang Xu 32 28 0 31 Aug 2023
MVDream: Multi-view Diffusion for 3D Generation Yichun Shi Peng Wang Jianglong Ye Mai Long Kejie Li Xiaohu Yang 27 590 0 31 Aug 2023
Semantic Image Synthesis via Class-Adaptive Cross-Attention Tomaso Fontanini Claudio Ferrari G. Lisanti Massimo Bertozzi Andrea Prati 53 5 0 30 Aug 2023
MagicAvatar: Multimodal Avatar Generation and Animation Jianfeng Zhang Hanshu Yan Zhongcong Xu Jiashi Feng Jun Hao Liew VGen DiffM 35 19 0 28 Aug 2023
Total Selfie: Generating Full-Body Selfies B. Chen Brian L. Curless Ira Kemelmacher-Shlizerman S. M. Seitz DiffM 41 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 55 139 0 28 Aug 2023
FaceChain: A Playground for Human-centric Artificial Intelligence Generated Content Yang Liu Cheng Yu Lei Shang Yongyi He Ziheng Wu ... Jiaqi Xu Qiang Wang Yingda Chen Xuansong Xie Baigui Sun 41 5 0 28 Aug 2023
SketchDreamer: Interactive Text-Augmented Creative Sketch Ideation Zhiyu Qu Tao Xiang Yi-Zhe Song DiffM 44 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 41 23 0 27 Aug 2023
A Survey of Diffusion Based Image Generation Models: Issues and Their Solutions Tianyi Zhang Zheng Wang Jin Huang M. M. Tasnim Wei Shi VLM 28 21 0 25 Aug 2023
Augmenting medical image classifiers with synthetic data from latent diffusion models Luke Sagers James A. Diao Luke Melas-Kyriazi Matthew Groh Pranav Rajpurkar A. Adamson V. Rotemberg Roxana Daneshjou Arjun K. Manrai DiffM MedIm 30 14 0 23 Aug 2023
Manipulating Embeddings of Stable Diffusion Prompts Niklas Deckers Julia Peters Martin Potthast DiffM 48 9 0 23 Aug 2023
LongDanceDiff: Long-term Dance Generation with Conditional Diffusion Model Siqi Yang Zejun Yang Zhisheng Wang 30 12 0 23 Aug 2023
Towards a Holodeck-style Simulation Game Ahad Shams D. Summers-Stay Arpan Tripathi V. Metelsky Alexandros Titonis Karan Malhotra VGen 31 2 0 22 Aug 2023
IT3D: Improved Text-to-3D Generation with Explicit View Synthesis Yiwen Chen Chi Zhang Xiaofeng Yang Zhongang Cai Gang Yu Lei Yang Guo-Shing Lin DiffM 39 62 0 22 Aug 2023
DiffCloth: Diffusion Based Garment Synthesis and Manipulation via Structural Cross-modal Semantic Alignment Xujie Zhang Binbin Yang Michael C. Kampffmeyer Wenqing Zhang Shiyue Zhang Guansong Lu Liang Lin Hang Xu Xiaodan Liang DiffM 36 9 0 22 Aug 2023
TADA! Text to Animatable Digital Avatars Tingting Liao Hongwei Yi Yuliang Xiu Jiaxaing Tang Yangyi Huang Justus Thies Michael J. Black 76 95 0 21 Aug 2023
Backdooring Textual Inversion for Concept Censorship Yutong Wu Jiehan Zhang Florian Kerschbaum Tianwei Zhang DiffM 45 7 0 21 Aug 2023
EVE: Efficient zero-shot text-based Video Editing with Depth Map Guidance and Temporal Consistency Constraints Yutao Chen Xingning Dong Tian Gan Chunluan Zhou Ming-Hsuan Yang Qingpei Guo DiffM 35 5 0 21 Aug 2023
ControlCom: Controllable Image Composition using Diffusion Model Bo Zhang Yuxuan Duan Jun Lan Y. Hong Huijia Zhu Weiqiang Wang Li Niu DiffM 44 32 0 19 Aug 2023
DUAW: Data-free Universal Adversarial Watermark against Stable Diffusion Customization Xiaoyu Ye Hao Huang Jiaqi An Yongtao Wang WIGM 30 22 0 19 Aug 2023
SimDA: Simple Diffusion Adapter for Efficient Video Generation Zhen Xing Qi Dai Hang-Rui Hu Zuxuan Wu Yu-Gang Jiang VGen DiffM 40 82 0 18 Aug 2023
Guide3D: Create 3D Avatars from Text and Image Guidance Yukang Cao Yan-Pei Cao Kai Han Ying Shan Kwan-Yee K. Wong DiffM 46 10 0 18 Aug 2023
StableVideo: Text-driven Consistency-aware Diffusion Video Editing Wenhao Chai Xun Guo Gaoang Wang Yang Lu VGen DiffM 27 148 0 18 Aug 2023
O $^2$ -Recon: Completing 3D Reconstruction of Occluded Objects in the Scene with a Pre-trained 2D Diffusion Model Yubin Hu Sheng Ye Wang Zhao Matthieu Lin Yuze He Yu-Hui Wen Ying He Yang Liu DiffM 38 4 0 18 Aug 2023
Diffusion Models for Image Restoration and Enhancement -- A Comprehensive Survey Xin Li Yulin Ren Xin Jin Cuiling Lan Xingyu Wang Wenjun Zeng Xinchao Wang Zhibo Chen 45 86 0 18 Aug 2023
Edit Temporal-Consistent Videos with Image Diffusion Model Yuan-Zheng Wang Yong Li Xiaoya Zhang Xin Liu Anbo Dai Antoni B. Chan Zhen Cui DiffM 41 6 0 17 Aug 2023
Fine-grained Text and Image Guided Point Cloud Completion with CLIP Model Wei Song Jun Zhou Mingjie Wang Hongchen Tan Nannan Li Xiuping Liu 34 2 0 17 Aug 2023