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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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HyperLoRA: Parameter-Efficient Adaptive Generation for Portrait Synthesis Mengtian Li Jinshu Chen Wanquan Feng Bingchuan Li Fei Dai Mingcong Liu Qian He 3DH 88 0 0 21 Mar 2025
AnimatePainter: A Self-Supervised Rendering Framework for Reconstructing Painting Process J. Hu Shuyong Gao Qianyu Guo Yan Wang Qishan Wang Yuang Feng Wenqiang Zhang DiffM VGen 85 0 0 21 Mar 2025
PVChat: Personalized Video Chat with One-Shot Learning Yufei Shi Weilong Yan Gang Xu Yumeng Li Yongqian Li Zechao Li Fei Richard Yu Ming Li Si Yong Yeo 84 1 0 21 Mar 2025
UniCoRN: Latent Diffusion-based Unified Controllable Image Restoration Network across Multiple Degradations Debabrata Mandal Soumitri Chattopadhyay Guansen Tong Praneeth Chakravarthula DiffM 103 1 0 20 Mar 2025
TriTex: Learning Texture from a Single Mesh via Triplane Semantic Features Dana Cohen-Bar Daniel Cohen-Or Gal Chechik Yoni Kasten 69 0 0 20 Mar 2025
SV4D 2.0: Enhancing Spatio-Temporal Consistency in Multi-View Video Diffusion for High-Quality 4D Generation Chun-Han Yao Yiming Xie Vikram S. Voleti Huaizu Jiang Varun Jampani 3DGS VGen 142 1 0 20 Mar 2025
Shining Yourself: High-Fidelity Ornaments Virtual Try-on with Diffusion Model Yingmao Miao Zhanpeng Huang Rui Han Zibin Wang Chenhao Lin Chao Shen DiffM 82 1 0 20 Mar 2025
LaPIG: Cross-Modal Generation of Paired Thermal and Visible Facial Images Leyang Wang Joice Lin DiffM 116 0 0 20 Mar 2025
InfiniteYou: Flexible Photo Recrafting While Preserving Your Identity Liming Jiang Qing Yan Yumin Jia Zichuan Liu Hao Kang Xin Lu 110 4 0 20 Mar 2025
Temporal Score Analysis for Understanding and Correcting Diffusion Artifacts Yu Cao Zengqun Zhao Ioannis Patras Shaogang Gong DiffM 109 0 0 20 Mar 2025
Repurposing 2D Diffusion Models with Gaussian Atlas for 3D Generation Tiange Xiang Kai Li Chengjiang Long Christian Hane Peihong Guo Scott Delp Ehsan Adeli L. Fei-Fei DiffM 3DGS 93 0 0 20 Mar 2025
Single Image Iterative Subject-driven Generation and Editing Yair Shpitzer Gal Chechik Idan Schwartz 89 0 0 20 Mar 2025
Visual Persona: Foundation Model for Full-Body Human Customization Jisu Nam Soowon Son Zhan Xu Jing Shi Difan Liu Feng Liu Aashish Misraa Seungryong Kim Yang Zhou DiffM 88 2 0 19 Mar 2025
Multi-focal Conditioned Latent Diffusion for Person Image Synthesis Jiaqi Liu Jichao Zahng Paolo Rota N. Sebe DiffM 81 0 0 19 Mar 2025
Efficient Personalization of Quantized Diffusion Model without Backpropagation H. Seo Wongi Jeong Kyungryeol Lee Se Young Chun DiffM MQ 139 0 0 19 Mar 2025
TF-TI2I: Training-Free Text-and-Image-to-Image Generation via Multi-Modal Implicit-Context Learning in Text-to-Image Models Teng-Fang Hsiao Bo-Kai Ruan Yi-Lun Wu Tzu-Ling Lin Hong-Han Shuai VLM 136 1 0 19 Mar 2025
Exploiting Diffusion Prior for Real-World Image Dehazing with Unpaired Training Yunwei Lan Zhigao Cui Chang-Shu Liu Jialun Peng Nian Wang Xin Luo Dong Liu DiffM 86 5 0 19 Mar 2025
DefectFill: Realistic Defect Generation with Inpainting Diffusion Model for Visual Inspection Jaewoo Song Daemin Park Kanghyun Baek Sangyub Lee Jooyoung Choi Eunji Kim Sungroh Yoon 210 0 0 18 Mar 2025
ICE-Bench: A Unified and Comprehensive Benchmark for Image Creating and Editing Yulin Pan Xiangteng He Chaojie Mao Zhen Han Zeyinzi Jiang Junxuan Zhang Yu Liu EGVM VLM 114 2 0 18 Mar 2025
MeshFleet: Filtered and Annotated 3D Vehicle Dataset for Domain Specific Generative Modeling Damian Boborzi Phillip Mueller Jonas Emrich Dominik Schmid Sebastian Mueller Lars Mikelsons DiffM 119 0 0 18 Mar 2025
SketchFusion: Learning Universal Sketch Features through Fusing Foundation Models Subhadeep Koley Tapas Kumar Dutta Aneeshan Sain Pinaki Nath Chowdhury A. Bhunia Yi-Zhe Song VLM 121 0 0 18 Mar 2025
BlobCtrl: A Unified and Flexible Framework for Element-level Image Generation and Editing Yaowei Li Lingen Li Zhaoyang Zhang Xiaoyu Li Guangzhi Wang Hongxiang Li Xiaodong Cun Ying Shan Yuexian Zou DiffM 107 2 0 17 Mar 2025
Learning-based 3D Reconstruction in Autonomous Driving: A Comprehensive Survey Liewen Liao Weihao Yan Ming Yang Songan Zhang 3DV 184 0 0 17 Mar 2025
Concept-as-Tree: Synthetic Data is All You Need for VLM Personalization Ruichuan An Kai Zeng Ming Lu Sihan Yang Renrui Zhang Huitong Ji Qizhe Zhang Yihao Luo Hao Liang Wentao Zhang 136 1 0 17 Mar 2025
DreamLayer: Simultaneous Multi-Layer Generation via Diffusion Mode Junjia Huang Pengxiang Yan Jinhang Cai Jiyang Liu Zhao Wang Yitong Wang Xinglong Wu Guanbin Li DiffM 93 0 0 17 Mar 2025
A Comprehensive Survey on Visual Concept Mining in Text-to-image Diffusion Models Ziqiang Li Jun Li Lizhi Xiong Zhangjie Fu Zechao Li VLM 103 0 0 17 Mar 2025
Personalize Anything for Free with Diffusion Transformer Haoran Feng Zehuan Huang Lin Li Hairong Lv Lu Sheng DiffM 152 5 0 16 Mar 2025
EditID: Training-Free Editable ID Customization for Text-to-Image Generation Guandong Li Zhaobin Chu DiffM 109 0 0 16 Mar 2025
FedGAI: Federated Style Learning with Cloud-Edge Collaboration for Generative AI in Fashion Design Mingzhu Wu Jianan Jiang Xinglin Li Hanhui Deng Di Wu FedML 138 0 0 16 Mar 2025
Diffusion-based Synthetic Data Generation for Visible-Infrared Person Re-Identification Wenbo Dai Lijing Lu Zhihang Li 109 2 0 16 Mar 2025
MagicID: Hybrid Preference Optimization for ID-Consistent and Dynamic-Preserved Video Customization Hengjia Li Lifan Jiang Xi Xiao Tianyang Wang Hongwei Yi Boxi Wu D. Cai VGen 78 0 0 16 Mar 2025
Reflect-DiT: Inference-Time Scaling for Text-to-Image Diffusion Transformers via In-Context Reflection Shufan Li Konstantinos Kallidromitis Akash Gokul Arsh Koneru Yusuke Kato Kazuki Kozuka Aditya Grover VLM 142 5 0 15 Mar 2025
Att-Adapter: A Robust and Precise Domain-Specific Multi-Attributes T2I Diffusion Adapter via Conditional Variational Autoencoder Wonwoong Cho Yan-Ying Chen M. Klenk David I. Inouye Yanxia Zhang DiffM 491 0 0 15 Mar 2025
VTON 360: High-Fidelity Virtual Try-On from Any Viewing Direction Zijian He Yuwei Ning Yipeng Qin Wangrun Wang Sibei Yang Liang Lin G. Li 190 2 0 15 Mar 2025
Towards Better Alignment: Training Diffusion Models with Reinforcement Learning Against Sparse Rewards Zijing Hu Fengda Zhang Long Chen Kun Kuang Jiahui Li Kaifeng Gao Jun Xiao X. Wang Wenwu Zhu EGVM 241 5 0 14 Mar 2025
GaussianIP: Identity-Preserving Realistic 3D Human Generation via Human-Centric Diffusion Prior Zichen Tang Yuan Yao Miaomiao Cui Liefeng Bo Hongyu Yang 3DGS DiffM 99 0 0 14 Mar 2025
Harnessing Frequency Spectrum Insights for Image Copyright Protection Against Diffusion Models Zhenguang Liu Chao Shuai Shaojing Fan Ziping Dong Jinwu Hu Zhongjie Ba Kui Ren WIGM 95 0 0 14 Mar 2025
Cyclic Contrastive Knowledge Transfer for Open-Vocabulary Object Detection Chuhan Zhang Chaoyang Zhu Pingcheng Dong Long Chen Dong Zhang ObjD VLM 493 0 0 14 Mar 2025
AugGen: Synthetic Augmentation Can Improve Discriminative Models Parsa Rahimi Damien Teney S´ebastien Marcel 134 2 0 14 Mar 2025
PSF-4D: A Progressive Sampling Framework for View Consistent 4D Editing H. Iqbal Nazmul Karim Umar Khalid Azib Farooq Z. Zhong Jing Hua Chen Chen DiffM 3DGS VGen 132 0 0 14 Mar 2025
ConsisLoRA: Enhancing Content and Style Consistency for LoRA-based Style Transfer Bolin Chen Baoquan Zhao H. Xie Yi Cai Qing Li Xudong Mao DiffM 104 2 0 13 Mar 2025
Proxy-Tuning: Tailoring Multimodal Autoregressive Models for Subject-Driven Image Generation Yi Wu Lingting Zhu Lei Liu Wandi Qiao Ziqiang Li Lequan Yu Bin Li DiffM 104 1 0 13 Mar 2025
Piece it Together: Part-Based Concepting with IP-Priors Elad Richardson Kfir Goldberg Yuval Alaluf Daniel Cohen-Or DiffM 102 0 0 13 Mar 2025
Distilling Diversity and Control in Diffusion Models Rohit Gandikota David Bau 98 4 0 13 Mar 2025
ConceptGuard: Continual Personalized Text-to-Image Generation with Forgetting and Confusion Mitigation Zirun Guo Tao Jin DiffM 78 2 0 13 Mar 2025
RealGeneral: Unifying Visual Generation via Temporal In-Context Learning with Video Models Yijing Lin Mengqi Huang Shuhan Zhuang Zhendong Mao VGen 101 3 0 13 Mar 2025
CINEMA: Coherent Multi-Subject Video Generation via MLLM-Based Guidance Yufan Deng Xun Guo Yanjie Wang Jacob Zhiyuan Fang Angtian Wang Shenghai Yuan Yiding Yang Bo Liu Haibin Huang Chongyang Ma DiffM VGen 154 3 0 13 Mar 2025
AdvPaint: Protecting Images from Inpainting Manipulation via Adversarial Attention Disruption Joonsung Jeon Woo Jae Kim Suhyeon Ha Sooel Son Sung-eui Yoon DiffM AAML 144 2 0 13 Mar 2025
DreamInsert: Zero-Shot Image-to-Video Object Insertion from A Single Image Qi Zhao Zhan Ma Pan Zhou VGen 144 0 0 13 Mar 2025
Leveraging Semantic Attribute Binding for Free-Lunch Color Control in Diffusion Models Héctor Laria Alexandra Gomez-Villa Jiang Qin Muhammad Atif Butt Bogdan Raducanu Javier Vázquez-Corral Joost van de Weijer Kai Wang DiffM 106 1 0 12 Mar 2025