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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One-for-More: Continual Diffusion Model for Anomaly Detection Xiaofan Li Xin Tan Zhuo Chen Zhizhong Zhang Ruixin Zhang ... Guanna Jiang Yulong Chen Yanyun Qu Lizhuang Ma Yuan Xie DiffM 140 2 0 27 Feb 2025
Attention Distillation: A Unified Approach to Visual Characteristics Transfer Yang Zhou Xu Gao Zichong Chen Hui Huang DiffM 113 7 0 27 Feb 2025
High-Fidelity Relightable Monocular Portrait Animation with Lighting-Controllable Video Diffusion Model Mingtao Guo Guanyu Xing Yanli Liu DiffM VGen 104 1 0 27 Feb 2025
Multimodal Representation Alignment for Image Generation: Text-Image Interleaved Control Is Easier Than You Think L. Chen S. Bai Wenhao Chai Weichu Xie Haozhe Zhao Leon Vinci Junyang Lin Baobao Chang DiffM 150 8 0 27 Feb 2025
SubZero: Composing Subject, Style, and Action via Zero-Shot Personalization Shubhankar Borse K. Bhardwaj Mohammad Reza Karimi Dastjerdi Hyojin Park Shreya Kadambi ... Prathamesh Mandke Ankita Nayak Harris Teague Munawar Hayat Fatih Porikli DiffM 182 1 0 27 Feb 2025
Knowledge Bridger: Towards Training-free Missing Modality Completion Guanzhou Ke Shengfeng He Xinyu Wang Bo Wang Guoqing Chao Yize Zhang Yi Xie HeXing Su 200 1 0 27 Feb 2025
FLAP: Fully-controllable Audio-driven Portrait Video Generation through 3D head conditioned diffusion model Lingzhou Mu Baiji Liu Ruonan Zhang Guiming Mo Jiawei Jin Kai Zhang Haozhi Huang DiffM VGen 146 2 0 26 Feb 2025
GCDance: Genre-Controlled 3D Full Body Dance Generation Driven By Music Xinran Liu Xu Dong Diptesh Kanojia Wenwu Wang Zhenhua Feng DiffM 96 0 0 25 Feb 2025
K-LoRA: Unlocking Training-Free Fusion of Any Subject and Style LoRAs Ziheng Ouyang Zhen Li Qibin Hou MoMe OffRL 246 4 0 25 Feb 2025
Culture-TRIP: Culturally-Aware Text-to-Image Generation with Iterative Prompt Refinement Suchae Jeong Inseong Choi Youngsik Yun Jihie Kim DiffM 133 2 0 24 Feb 2025
FlipConcept: Tuning-Free Multi-Concept Personalization for Text-to-Image Generation Young Beom Woo Sun Eung Kim DiffM 96 0 0 24 Feb 2025
A survey of datasets for computer vision in agriculture Nico Heider Lorenz Gunreben Sebastian Zürner Martin Schieck 126 3 0 24 Feb 2025
GCC: Generative Color Constancy via Diffusing a Color Checker Chen-Wei Chang Cheng-De Fan Chia-Che Chang Yi-Chen Lo Yu-Chee Tseng Jiun-Long Huang Yu-Lun Liu 174 0 0 24 Feb 2025
Generative Modeling of Individual Behavior at Scale Nabil Omi Lucas Caccia Anurag Sarkar Jordan T. Ash S. Sen 142 0 0 24 Feb 2025
LayerPano3D: Layered 3D Panorama for Hyper-Immersive Scene Generation Shuai Yang Jing Tan Mengchen Zhang Tong Wu Yongqian Li Gordon Wetzstein Ziwei Liu Dahua Lin MDE VGen 164 9 0 24 Feb 2025
Concept Corrector: Erase concepts on the fly for text-to-image diffusion models Zheling Meng Bo Peng Xiaochuan Jin Yueming Lyu Wei Wang Jing Dong Tieniu Tan DiffM 109 3 0 22 Feb 2025
PersGuard: Preventing Malicious Personalization via Backdoor Attacks on Pre-trained Text-to-Image Diffusion Models Xinwei Liu Xiaojun Jia Yuan Xun Qichuan Geng Xiaochun Cao DiffM AAML 80 1 0 22 Feb 2025
Data Attribution for Text-to-Image Models by Unlearning Synthesized Images Sheng-Yu Wang Aaron Hertzmann Alexei A. Efros Jun-Yan Zhu Richard Zhang TDI 209 3 0 21 Feb 2025
Dynamic Concepts Personalization from Single Videos Rameen Abdal Or Patashnik Ivan Skorokhodov Willi Menapace Aliaksandr Siarohin Sergey Tulyakov Daniel Cohen-Or Kfir Aberman DiffM VGen 113 1 0 21 Feb 2025
DP-Adapter: Dual-Pathway Adapter for Boosting Fidelity and Text Consistency in Customizable Human Image Generation Ye Wang Xuping Xie Lanjun Wang Zili Yi Rui Ma DiffM 146 0 0 21 Feb 2025
CrossVTON: Mimicking the Logic Reasoning on Cross-category Virtual Try-on guided by Tri-zone Priors Donghao Luo Yujie Liang Xu Peng Xiaobin Hu Boyuan Jiang C. Xu Taisong Jin Chengjie Wang Yanwei Fu 113 2 0 21 Feb 2025
CustomVideoX: 3D Reference Attention Driven Dynamic Adaptation for Zero-Shot Customized Video Diffusion Transformers D. She Mushui Liu Jingxuan Pang Jin Wang Zhen Yang ... Yi Wang Qihan Huang Haobin Tang YunLong Yu Siming Fu VGen 218 5 0 21 Feb 2025
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration Kang Liao Zongsheng Yue Zhouxia Wang Chen Change Loy 194 4 0 20 Feb 2025
FreqPrior: Improving Video Diffusion Models with Frequency Filtering Gaussian Noise Yunlong Yuan Yuanfan Guo Chunwei Wang Wei Zhang Hang Xu L. Zhang DiffM VGen 207 3 0 20 Feb 2025
FacaDiffy: Inpainting Unseen Facade Parts Using Diffusion Models Thomas Froech Olaf Wysocki Yan Xia Junyu Xie Benedikt Schwab Daniel Cremers T. H. Kolbe 67 0 0 20 Feb 2025
MotionMatcher: Motion Customization of Text-to-Video Diffusion Models via Motion Feature Matching Yen-Siang Wu Chi-Pin Huang Fu-En Yang Yu-Jie Wang DiffM VGen 125 1 0 18 Feb 2025
BackdoorDM: A Comprehensive Benchmark for Backdoor Learning in Diffusion Model Weilin Lin Nanjun Zhou Yijiao Wang Jianze Li Hui Xiong Li Liu AAML DiffM 441 1 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 180 14 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 124 1 0 14 Feb 2025
Diffusion Models Through a Global Lens: Are They Culturally Inclusive? Zahra Bayramli Ayhan Suleymanzade Na Min An Huzama Ahmad Eunsu Kim Junyeong Park James Thorne Alice Oh 137 4 0 13 Feb 2025
E-MD3C: Taming Masked Diffusion Transformers for Efficient Zero-Shot Object Customization T. Pham Zhang Kang Ji Woo Hong Xuran Zheng Chang D. Yoo 136 0 0 13 Feb 2025
I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models Zhenxing Mi Kuan-Chieh Wang Guocheng Qian Hanrong Ye Runtao Liu Sergey Tulyakov Kfir Aberman Dan Xu LRM 97 2 0 12 Feb 2025
PoGDiff: Product-of-Gaussians Diffusion Models for Imbalanced Text-to-Image Generation Ziyan Wang Sizhe Wei Xiaoming Huo Hao Wang DiffM 275 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 111 1 0 11 Feb 2025
MaterialFusion: High-Quality, Zero-Shot, and Controllable Material Transfer with Diffusion Models Kamil Garifullin Maxim Nikolaev Andrey Kuznetsov Aibek Alanov 129 0 0 10 Feb 2025
Beyond Fine-Tuning: A Systematic Study of Sampling Techniques in Personalized Image Generation Vera Soboleva M. Nakhodnov Aibek Alanov 113 1 0 09 Feb 2025
Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling Xiao Li Zekai Zhang Xiang Li Siyi Chen Zhihui Zhu Peng Wang Qing Qu DiffM 189 1 0 09 Feb 2025
Dual Caption Preference Optimization for Diffusion Models Amir Saeidi Yiran Luo Agneet Chatterjee Shamanthak Hegde Bimsara Pathiraja Yezhou Yang Chitta Baral DiffM 106 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 170 5 0 06 Feb 2025
One-to-Normal: Anomaly Personalization for Few-shot Anomaly Detection Yiyue Li Shaoting Zhang Kang Li Qicheng Lao 197 2 0 03 Feb 2025
Improved Training Technique for Latent Consistency Models Quan Dao Khanh Doan Di Liu Trung Le Dimitris N. Metaxas 161 3 0 03 Feb 2025
Assessing the use of Diffusion models for motion artifact correction in brain MRI Paolo Angella Vito Paolo Pastore Matteo Santacesaria MedIm DiffM 98 1 0 03 Feb 2025
SliderSpace: Decomposing the Visual Capabilities of Diffusion Models Rohit Gandikota Zongze Wu Richard Zhang David Bau Eli Shechtman Nick Kolkin DiffM 85 2 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 119 1 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 122 6 0 28 Jan 2025
CAFuser: Condition-Aware Multimodal Fusion for Robust Semantic Perception of Driving Scenes Tim Broedermann Daniel Gehrig Yuqian Fu Luc Van Gool 135 11 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 111 5 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 143 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 120 0 0 23 Jan 2025
Parameter-Efficient Fine-Tuning for Foundation Models Dan Zhang Tao Feng Lilong Xue Yuandong Wang Yuxiao Dong J. Tang 234 12 0 23 Jan 2025