v1v2 (latest)

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
Guiding Diffusion with Deep Geometric Moments: Balancing Fidelity and Variation Sangmin Jung Utkarsh Nath Yezhou Yang Giulia Pedrielli Joydeep Biswas Amy Zhang Hassan Ghasemzadeh Pavan Turaga DiffM 134 0 0 18 May 2025
SGD-Mix: Enhancing Domain-Specific Image Classification with Label-Preserving Data Augmentation Yixuan Dong Fang-Yi Su Jung-Hsien Chiang DiffM 60 0 0 17 May 2025
DDAE++: Enhancing Diffusion Models Towards Unified Generative and Discriminative Learning Weilai Xiang Hongyu Yang Di Huang Yunhong Wang 122 0 0 16 May 2025
NeuSEditor: From Multi-View Images to Text-Guided Neural Surface Edits Nail Ibrahimli Julian F. P. Kooij Liangliang Nan 58 0 0 16 May 2025
IMAGE-ALCHEMY: Advancing subject fidelity in personalised text-to-image generation Amritanshu Tiwari Cherish Puniani Kaustubh Sharma Ojasva Nema DiffM 101 0 0 15 May 2025
Style Customization of Text-to-Vector Generation with Image Diffusion Priors Peiying Zhang Nanxuan Zhao Jing Liao DiffM 80 1 0 15 May 2025
Marigold: Affordable Adaptation of Diffusion-Based Image Generators for Image Analysis Bingxin Ke Kevin Qu Tianfu Wang Nando Metzger Shengyu Huang Bo Li Anton Obukhov Konrad Schindler DiffM VLM 122 1 0 14 May 2025
Few-Shot Anomaly-Driven Generation for Anomaly Classification and Segmentation Guan Gui Bin-Bin Gao Jing Liu Chengjie Wang Yongpeng Wu DiffM 53 0 0 14 May 2025
Don't Forget your Inverse DDIM for Image Editing Guillermo Gomez-Trenado Pablo Mesejo Ó. Cordón Stéphane Lathuilière DiffM 56 0 0 14 May 2025
Visually Guided Decoding: Gradient-Free Hard Prompt Inversion with Language Models Donghoon Kim Minji Bae Kyuhong Shim B. Shim 75 1 0 13 May 2025
Visual Watermarking in the Era of Diffusion Models: Advances and Challenges Junxian Duan Jiyang Guan Wenkui Yang Ran He WIGM 127 0 0 13 May 2025
Ultra Lowrate Image Compression with Semantic Residual Coding and Compression-aware Diffusion Anle Ke Xu Zhang Tong Chen Ming Lu Chao Zhou Jiawen Gu Zhan Ma DiffM 66 0 0 13 May 2025
FLUXSynID: A Framework for Identity-Controlled Synthetic Face Generation with Document and Live Images Raul Ismayilov Dzemila Sero Luuk Spreeuwers 126 0 0 12 May 2025
TokenProber: Jailbreaking Text-to-image Models via Fine-grained Word Impact Analysis Longtian Wang Xiaofei Xie Tianlin Li Yuhan Zhi Chao Shen 60 0 0 11 May 2025
Uni-AIMS: AI-Powered Microscopy Image Analysis Yanhui Hong Nan Wang Zhiyi Xia Haoyi Tao Xi Fang ... Shengyu Li Ziqi Chen Zezhong Zhang Guolin Ke Linfeng Zhang 52 0 0 11 May 2025
BridgeIV: Bridging Customized Image and Video Generation through Test-Time Autoregressive Identity Propagation Panwen Hu Jiehui Huang Qiang Sun Xiaodan Liang DiffM VGen 102 0 0 11 May 2025
Demystifying Diffusion Policies: Action Memorization and Simple Lookup Table Alternatives Chengyang He Xu Liu Gadiel Sznaier Camps Guillaume Sartoretti Mac Schwager 73 1 0 09 May 2025
Photovoltaic Defect Image Generator with Boundary Alignment Smoothing Constraint for Domain Shift Mitigation Dongying Li Binyi Su Qichuan Geng Yong Li Haiyong Chen 410 0 0 09 May 2025
Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation Kunpeng Qiu Zhiqiang Gao Zhiying Zhou Mingjie Sun Yongxin Guo MedIm 136 0 0 09 May 2025
Diffusion Model Quantization: A Review Qian Zeng Chenggong Hu Mingli Song Jie Song MQ 100 0 0 08 May 2025
Prompt to Polyp: Medical Text-Conditioned Image Synthesis with Diffusion Models Mikhail Chaichuk Sushant Gautam Steven A. Hicks Elena Tutubalina DiffM MedIm 120 0 0 08 May 2025
PIDiff: Image Customization for Personalized Identities with Diffusion Models Jinyu Gu Haipeng Liu M. Y. Wang Yijiao Wang 140 0 0 08 May 2025
HunyuanCustom: A Multimodal-Driven Architecture for Customized Video Generation Teng Hu Zhentao Yu Zhengguang Zhou Sen Liang Yuan Zhou Qin Lin Qinglin Lu DiffM VGen 193 6 0 07 May 2025
Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability Liwen Wang Senmao Li Fei Yang Jianye Wang Ziheng Zhang Yang Liu Yijiao Wang Jian Yang DiffM 127 1 0 06 May 2025
Generating Synthetic Data via Augmentations for Improved Facial Resemblance in DreamBooth and InstantID Koray Ulusan Benjamin Kiefer DiffM 102 0 0 06 May 2025
Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Will Hawkins Chris Russell Brent Mittelstadt DiffM 412 0 0 06 May 2025
Distribution-Conditional Generation: From Class Distribution to Creative Generation Fu Feng Yucheng Xie Xu Yang Jing Wang Xin Geng DiffM 79 0 0 06 May 2025
Towards Dataset Copyright Evasion Attack against Personalized Text-to-Image Diffusion Models Kuofeng Gao Yufei Zhu Yiming Li Jiawang Bai Yong-Liang Yang Zerui Li Shu-Tao Xia 86 0 0 05 May 2025
MUSAR: Exploring Multi-Subject Customization from Single-Subject Dataset via Attention Routing Zinan Guo Pengze Zhang Yanze Wu Chong Mou Mingcong Liu Qian He 87 0 0 05 May 2025
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities Wei Wei Jintao Guo Shanshan Zhao Minghao Fu Lunhao Duan ... Guo-Hua Wang Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang DiffM 303 1 0 05 May 2025
DualReal: Adaptive Joint Training for Lossless Identity-Motion Fusion in Video Customization Wenchuan Wang Mengqi Huang Yijing Tu Zhendong Mao VGen 126 0 0 04 May 2025
Enhancing AI Face Realism: Cost-Efficient Quality Improvement in Distilled Diffusion Models with a Fully Synthetic Dataset Jakub Wąsala Bartłomiej Wrzalski Kornelia Noculak Yuliia Tarasenko Oliwer Krupa Jan Kocoń Grzegorz Chodak 108 0 0 04 May 2025
PhytoSynth: Leveraging Multi-modal Generative Models for Crop Disease Data Generation with Novel Benchmarking and Prompt Engineering Approach Nitin Rai Arnold W. Schumann Nathan Boyd MedIm 115 0 0 03 May 2025
RAGAR: Retrieval Augment Personalized Image Generation Guided by Recommendation Run Ling Wenjie Wang Yuting Liu G. Guo Linying Jiang Xingwei Wang DiffM 84 0 0 03 May 2025
VSC: Visual Search Compositional Text-to-Image Diffusion Model Do Huu Dat Nam Hyeonu Po Yuan Mao Tae-Hyun Oh DiffM CoGe 119 0 0 02 May 2025
Pixel3DMM: Versatile Screen-Space Priors for Single-Image 3D Face Reconstruction Simon Giebenhain Tobias Kirschstein Martin Rünz Lourdes Agapito Matthias Nießner CVBM 3DH 121 0 0 01 May 2025
Quaternion Wavelet-Conditioned Diffusion Models for Image Super-Resolution Luigi Sigillo Christian Bianchi A. Uncini Danilo Comminiello 115 1 0 01 May 2025
Multi-Modal Language Models as Text-to-Image Model Evaluators Jiahui Chen Candace Ross Reyhane Askari Hemmat Koustuv Sinha Melissa Hall M. Drozdzal Adriana Romero-Soriano EGVM 105 0 0 01 May 2025
Diff-Prompt: Diffusion-Driven Prompt Generator with Mask Supervision Weicai Yan Wang Lin Zirun Guo Ye Wang Fangming Feng Xiaoda Yang Ziyi Wang Tao Jin DiffM 313 2 0 30 Apr 2025
YoChameleon: Personalized Vision and Language Generation Thao Nguyen Krishna Kumar Singh Jing Shi Trung H. Bui Yong Jae Lee Yuheng Li MLLM 190 1 0 29 Apr 2025
Creating Your Editable 3D Photorealistic Avatar with Tetrahedron-constrained Gaussian Splatting Hanxi Liu Yifang Men Zhouhui Lian 3DGS 73 0 0 29 Apr 2025
EarthMapper: Visual Autoregressive Models for Controllable Bidirectional Satellite-Map Translation Zhe Dong Yuzhe Sun Tianzhu Liu Wangmeng Zuo Yanfeng Gu 90 0 0 28 Apr 2025
RepText: Rendering Visual Text via Replicating Haobo Wang Yongjun Xu Yongqian Li Jiajun Li Chaowei Zhang Jingchao Wang Kejia Yang Z. Chen VLM 125 1 0 28 Apr 2025
What's Pulling the Strings? Evaluating Integrity and Attribution in AI Training and Inference through Concept Shift Jiamin Chang Haoyang Li Hammond Pearce Ruoxi Sun Yue Liu Minhui Xue 83 0 0 28 Apr 2025
Keep the General, Inject the Specific: Structured Dialogue Fine-Tuning for Knowledge Injection without Catastrophic Forgetting Y. Hong Xiaofei Yin Xinzhong Wang Yi Tu Ya Guo Sufeng Duan Weiqiang Wang Lingyong Fang Depeng Wang Huijia Zhu CLL 156 0 0 27 Apr 2025
RefVNLI: Towards Scalable Evaluation of Subject-driven Text-to-image Generation Aviv Slobodkin Hagai Taitelbaum Yonatan Bitton Brian Gordon Michal Sokolik Nitzan Bitton-Guetta Almog Gueta Royi Rassin Itay Laish Dani Lischinski EGVM VGen 110 0 0 24 Apr 2025
Towards Generalized and Training-Free Text-Guided Semantic Manipulation Yu Hong Xiao Cai Pengpeng Zeng Shuai Zhang Jingkuan Song Lianli Gao Jikang Cheng DiffM 58 0 0 24 Apr 2025
DreamO: A Unified Framework for Image Customization Chong Mou Yanze Wu Wenxu Wu Zinan Guo Pengze Zhang ... Shaojin Wu Songtao Zhao Jian Zhang Qian He Xinglong Wu 179 3 0 23 Apr 2025
Subject-driven Video Generation via Disentangled Identity and Motion Daneul Kim Jingxu Zhang W. Jin Sunghyun Cho Qi Dai Jaesik Park Chong Luo DiffM VGen 168 2 0 23 Apr 2025
Visibility-Uncertainty-guided 3D Gaussian Inpainting via Scene Conceptional Learning Mingxuan Cui Yihao Huang Yansen Wang Hongkai Yu Dahua Lin Q. Zou Ming-Ming Cheng Xuzhao Li 3DGS 113 0 0 23 Apr 2025