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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BackdoorDM: A Comprehensive Benchmark for Backdoor Learning in Diffusion Model Weilin Lin Nanjun Zhou Y. Wang Jianze Li Hui Xiong Li Liu AAML DiffM 178 0 0 17 Feb 2025
Phantom: Subject-consistent video generation via cross-modal alignment Lijie Liu Tianxiang Ma Bingchuan Li Zhuowei Chen Jiawei Liu Qian He Xinglong Wu Qian He Xinglong Wu DiffM VGen 52 5 0 16 Feb 2025
Direct Preference Optimization-Enhanced Multi-Guided Diffusion Model for Traffic Scenario Generation Seungjun Yu Kisung Kim Daejung Kim Haewook Han Jinhan Lee 62 0 0 14 Feb 2025
I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models Zhenxing Mi Kuan-Chieh Jackson Wang Guocheng Qian Hanrong Ye Runtao Liu Sergey Tulyakov Kfir Aberman Dan Xu LRM 47 0 0 12 Feb 2025
MaRS: A Fast Sampler for Mean Reverting Diffusion based on ODE and SDE Solvers Ao Li Wei Fang Hongbo Zhao Le Lu Ge Yang Minfeng Xu DiffM 83 0 0 11 Feb 2025
MaterialFusion: High-Quality, Zero-Shot, and Controllable Material Transfer with Diffusion Models Kamil Garifullin Maxim Nikolaev Andrey Kuznetsov Aibek Alanov 58 0 0 10 Feb 2025
Dual Caption Preference Optimization for Diffusion Models Amir Saeidi Yiran Luo Agneet Chatterjee Shamanthak Hegde Bimsara Pathiraja Yezhou Yang Chitta Baral DiffM 63 0 0 09 Feb 2025
Cross the Gap: Exposing the Intra-modal Misalignment in CLIP via Modality Inversion Marco Mistretta Alberto Baldrati Lorenzo Agnolucci Marco Bertini Andrew D. Bagdanov CLIP VLM 104 2 0 06 Feb 2025
One-to-Normal: Anomaly Personalization for Few-shot Anomaly Detection Yiyue Li Shaoting Zhang Kang Li Qicheng Lao 79 0 0 03 Feb 2025
Improved Training Technique for Latent Consistency Models Quan Dao Khanh Doan Di Liu Trung Le Dimitris N. Metaxas 62 3 0 03 Feb 2025
Turn That Frown Upside Down: FaceID Customization via Cross-Training Data Shuhe Wang Xiaoya Li Xiaofei Sun G. Wang Tianwei Zhang Jiwei Li Eduard H. Hovy 38 0 0 28 Jan 2025
An Item is Worth a Prompt: Versatile Image Editing with Disentangled Control Aosong Feng Weikang Qiu Jinbin Bai Xiao Zhang Zhen Dong Kaicheng Zhou Rex Ying Leandros Tassiulas DiffM 63 6 0 28 Jan 2025
Sparse High Rank Adapters K. Bhardwaj N. Pandey Sweta Priyadarshi Viswanath Ganapathy Rafael Esteves ... P. Whatmough Risheek Garrepalli M. V. Baalen Harris Teague Markus Nagel MQ 43 4 0 28 Jan 2025
PAID: A Framework of Product-Centric Advertising Image Design Hongyu Chen Min Zhou Jing Jiang Jiale Chen Yang Lu Bo Xiao T. Ge Bo Zheng DiffM VLM 43 0 0 24 Jan 2025
LLM-guided Instance-level Image Manipulation with Diffusion U-Net Cross-Attention Maps Andrey Palaev Adil Mehmood Khan S. M. Ahsan Kazmi DiffM 48 0 0 23 Jan 2025
MultiDreamer3D: Multi-concept 3D Customization with Concept-Aware Diffusion Guidance Wooseok Song Seunggyu Chang Jaejun Yoo DiffM 49 0 0 23 Jan 2025
3D Object Manipulation in a Single Image using Generative Models Ruisi Zhao Zechuan Zhang Zongxin Yang Yi Yang 38 1 0 22 Jan 2025
Accelerate High-Quality Diffusion Models with Inner Loop Feedback M. Gwilliam Han Cai Di Wu Abhinav Shrivastava Zhiyu Cheng 90 0 0 22 Jan 2025
TokenVerse: Versatile Multi-concept Personalization in Token Modulation Space Daniel Garibi Shahar Yadin Roni Paiss Omer Tov Shiran Zada Ariel Ephrat T. Michaeli Inbar Mosseri Tali Dekel DiffM 103 2 0 21 Jan 2025
ComposeAnyone: Controllable Layout-to-Human Generation with Decoupled Multimodal Conditions Shiyue Zhang Zheng Chong Xi Lu Wenqing Zhang Haoxiang Li Xujie Zhang Jiehui Huang Xiao Dong Xiaodan Liang DiffM 42 0 0 21 Jan 2025
DiffDoctor: Diagnosing Image Diffusion Models Before Treating Yiyang Wang Xi Chen Xiaogang Xu S. Ji Y. Liu Yujun Shen Hengshuang Zhao DiffM 49 0 0 21 Jan 2025
Hunyuan3D 2.0: Scaling Diffusion Models for High Resolution Textured 3D Assets Generation Zibo Zhao Zeqiang Lai Qingxiang Lin Yunfei Zhao Haolin Liu ... Jingwei Huang Chunchao Guo Jie Jiang Jingwei Huang Chunchao Guo 113 21 0 21 Jan 2025
Ditto: Accelerating Diffusion Model via Temporal Value Similarity Sungbin Kim Hyunwuk Lee Wonho Cho Mincheol Park Won Woo Ro 58 1 0 20 Jan 2025
SuperNeRF-GAN: A Universal 3D-Consistent Super-Resolution Framework for Efficient and Enhanced 3D-Aware Image Synthesis Peng Zheng Linzhi Huang Yizhou Yu Y. Chang Yilin Wang Rui Ma 40 0 0 20 Jan 2025
Isolated Diffusion: Optimizing Multi-Concept Text-to-Image Generation Training-Freely with Isolated Diffusion Guidance Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan 79 4 0 20 Jan 2025
Generate E-commerce Product Background by Integrating Category Commonality and Personalized Style Haohan Wang Wei Feng Yang Lu Yaoyu Li Zheng Zhang Jingjing Lv Xin Zhu Jun-Jun Shen DiffM 83 5 0 20 Jan 2025
Grounding Text-to-Image Diffusion Models for Controlled High-Quality Image Generation Ahmad Süleyman Göksel Biricik 52 2 0 15 Jan 2025
Multi-subject Open-set Personalization in Video Generation Tsai-Shien Chen Aliaksandr Siarohin Willi Menapace Yuwei Fang Kwot Sin Lee Ivan Skorokhodov Kfir Aberman Jun-Yan Zhu Ming Yang Sergey Tulyakov DiffM VGen 69 7 0 10 Jan 2025
ConceptMaster: Multi-Concept Video Customization on Diffusion Transformer Models Without Test-Time Tuning Yuzhou Huang Ziyang Yuan Quande Liu Qiulin Wang Xintao Wang Ruimao Zhang Pengfei Wan Di Zhang Kun Gai VGen DiffM 45 10 0 08 Jan 2025
MObI: Multimodal Object Inpainting Using Diffusion Models Alexandru Buburuzan Anuj Sharma John Redford P. Dokania Romain Mueller DiffM 91 1 0 06 Jan 2025
Text2Data: Low-Resource Data Generation with Textual Control Shiyu Wang Yihao Feng Tian Lan Ning Yu Yu Bai Ran Xu David W. Romero Caiming Xiong Siyang Song DiffM 85 0 0 03 Jan 2025
SOEDiff: Efficient Distillation for Small Object Editing Yiming Wu Qihe Pan Zhen Zhao Zicheng Wang Sifan Long Ronghua Liang DiffM 68 0 0 03 Jan 2025
GeoDiffuser: Geometry-Based Image Editing with Diffusion Models Rahul Sajnani Jeroen Vanbaar Jie Min Kapil D. Katyal Srinath Sridhar DiffM 59 11 0 03 Jan 2025
RealCustom++: Representing Images as Real-Word for Real-Time Customization Zhendong Mao Mengqi Huang Fei Ding Mingcong Liu Qian He Xiaojun Chang DiffM 78 6 0 03 Jan 2025
ConsistentID: Portrait Generation with Multimodal Fine-Grained Identity Preserving Jiehui Huang Xiao Dong Wenhui Song Zheng Chong Zhiqiang Zhang ... Long Chen Hanhui Li Yiqiang Yan Shengcai Liao Xiaodan Liang DiffM 50 19 0 31 Dec 2024
Conditional Balance: Improving Multi-Conditioning Trade-Offs in Image Generation Nadav Cohen O. Nir Ariel Shamir DiffM 33 1 0 31 Dec 2024
Edicho: Consistent Image Editing in the Wild Qingyan Bai Hao Ouyang Yinghao Xu Qiuyu Wang Ceyuan Yang Ka Leong Cheng Yujun Shen Qifeng Chen DiffM 74 1 0 30 Dec 2024
DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder Ente Lin Xujie Zhang Fuwei Zhao Yuxuan Luo Xin Dong Long Zeng Xiaodan Liang VLM DiffM 71 2 0 23 Dec 2024
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Lu Liu Huiyu Duan Qiang Hu Liu Yang Chunlei Cai Tianxiao Ye Huayu Liu Xiaoyun Zhang Guangtao Zhai EGVM 97 1 0 17 Dec 2024
ColorFlow: Retrieval-Augmented Image Sequence Colorization Junhao Zhuang Xuan Ju Zhe Zhang Yong-Jin Liu Shiyi Zhang Chun Yuan Ying Shan DiffM 107 1 0 16 Dec 2024
Nearly Zero-Cost Protection Against Mimicry by Personalized Diffusion Models Namhyuk Ahn Kiyoon Yoo Wonhyuk Ahn Daesik Kim Seung-Hun Nam AAML WIGM DiffM 90 0 0 16 Dec 2024
EditSplat: Multi-View Fusion and Attention-Guided Optimization for View-Consistent 3D Scene Editing with 3D Gaussian Splatting Dong In Lee Hyeongcheol Park Jiyoung Seo Eunbyung Park Hyunje Park Ha Dam Baek Shin Sangheon Sangmin kim Sangpil Kim 3DGS 102 1 0 16 Dec 2024
Video Diffusion Transformers are In-Context Learners Zhengcong Fei Di Qiu Changqian Yu Debang Li Mingyuan Fan VGen DiffM 199 2 0 14 Dec 2024
Omni-ID: Holistic Identity Representation Designed for Generative Tasks Guocheng Qian Kuan-Chieh Jackson Wang Or Patashnik Negin Heravi Daniil Ostashev Sergey Tulyakov Daniel Cohen-Or Kfir Aberman 93 4 0 12 Dec 2024
FIRE: Robust Detection of Diffusion-Generated Images via Frequency-Guided Reconstruction Error Beilin Chu Xuan Xu Xin Wang Wenjie Qu Weike You Linna Zhou DiffM 100 1 0 10 Dec 2024
HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing Jinbin Bai Wei Chow L. Yang Hefei Ling Juncheng Billy Li H. Zhang Shuicheng Yan 103 3 0 05 Dec 2024
DynamicControl: Adaptive Condition Selection for Improved Text-to-Image Generation Q. He Jinlong Peng P. Xu Boyuan Jiang Xiaobin Hu ... Yong Liu Yitong Wang Chengjie Wang Xiaomeng Li Jianwei Zhang DiffM 122 1 0 04 Dec 2024
SerialGen: Personalized Image Generation by First Standardization Then Personalization Cong Xie Han Zou Ruiqi Yu Yan Zhang Zhenpeng Zhan 72 1 0 02 Dec 2024
EmojiDiff: Advanced Facial Expression Control with High Identity Preservation in Portrait Generation Liangwei Jiang Ruida Li Zhifeng Zhang Shuo Fang Chenguang Ma DiffM 74 1 0 02 Dec 2024
IQA-Adapter: Exploring Knowledge Transfer from Image Quality Assessment to Diffusion-based Generative Models Khaled Abud Sergey Lavrushkin Alexey Kirillov D. Vatolin 94 0 0 02 Dec 2024