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
G4Seg: Generation for Inexact Segmentation Refinement with Diffusion Models Tianjiao Zhang Fei Zhang Jiangchao Yao Ya Zhang Yanfeng Wang DiffM 95 1 0 02 Jun 2025
Parallel Rescaling: Rebalancing Consistency Guidance for Personalized Diffusion Models Jungwoo Chae J. Kim Sangheum Hwang DiffM 30 0 0 31 May 2025
InteractAnything: Zero-shot Human Object Interaction Synthesis via LLM Feedback and Object Affordance Parsing Jinlu Zhang Yixin Chen Zan Wang Jie Yang Yizhou Wang Siyuan Huang 39 1 0 30 May 2025
MotionPersona: Characteristics-aware Locomotion Control Mingyi Shi Wei Liu Jidong Mei Wangpok Tse Rui Chen Xuelin Chen Taku Komura VGen 32 0 0 30 May 2025
GeoMan: Temporally Consistent Human Geometry Estimation using Image-to-Video Diffusion Gwanghyun Kim Xueting Li Ye Yuan Koki Nagano Tianye Li Jan Kautz Se Young Chun Umar Iqbal DiffM 66 0 0 29 May 2025
MAGREF: Masked Guidance for Any-Reference Video Generation Yufan Deng Xun Guo Yuanyang Yin Jacob Zhiyuan Fang Yiding Yang ... Shenghai Yuan Angtian Wang Bo Liu Haibin Huang Chongyang Ma DiffM VGen VOS 81 1 0 29 May 2025
Fooling the Watchers: Breaking AIGC Detectors via Semantic Prompt Attacks Run Hao Peng Ying 111 0 0 29 May 2025
MAP: Revisiting Weight Decomposition for Low-Rank Adaptation Chongjie Si Zhiyi Shi Yadao Wang Xiaokang Yang Susanto Rahardja Wei Shen 62 0 0 29 May 2025
Dimension-Reduction Attack! Video Generative Models are Experts on Controllable Image Synthesis H. Cao Yutong Feng Biao Gong Yijing Tian Yunhong Lu Chuang Liu Bin Wang DiffM VGen 38 1 0 29 May 2025
LoRAShop: Training-Free Multi-Concept Image Generation and Editing with Rectified Flow Transformers Yusuf Dalva Hidir Yesiltepe Pinar Yanardag OffRL 78 0 0 29 May 2025
EquiReg: Equivariance Regularized Diffusion for Inverse Problems Bahareh Tolooshams Aditi Chandrashekar Rayhan Zirvi Abbas Mammadov Jiachen Yao Chuwei Wang Anima Anandkumar DiffM 64 0 0 29 May 2025
PALADIN : Robust Neural Fingerprinting for Text-to-Image Diffusion Models Murthy L Subarna Tripathi 18 0 0 28 May 2025
AlignGen: Boosting Personalized Image Generation with Cross-Modality Prior Alignment Yiheng Lin Shifang Zhao Ting Liu Xiaochao Qu Luoqi Liu Yao Zhao Yunchao Wei DiffM 44 0 0 28 May 2025
Identity-Preserving Text-to-Image Generation via Dual-Level Feature Decoupling and Expert-Guided Fusion Kewen Chen Xiaobin Hu Wenqi Ren DiffM 51 0 0 28 May 2025
One-Way Ticket:Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models S. Li Lei Wang Kai Wang Tao Liu J. Xie Joost van de Weijer Fahad Shahbaz Khan Shiqi Yang Yaxing Wang Jian Yang 64 0 0 28 May 2025
Compressing Sine-Activated Low-Rank Adapters through Post-Training Quantization Cameron Gordon Yiping Ji Hemanth Saratchandran Paul Albert Simon Lucey MQ 61 0 0 28 May 2025
What Makes for Text to 360-degree Panorama Generation with Stable Diffusion? Jinhong Ni Chang-Bin Zhang Qiang Zhang Jing Zhang MDE 57 1 0 28 May 2025
Geometry-Editable and Appearance-Preserving Object Compositon Jianman Lin Haojie Li Chunmei Qing Zhijing Yang Liang Lin Tianshui Chen 44 0 0 27 May 2025
Create Anything Anywhere: Layout-Controllable Personalized Diffusion Model for Multiple Subjects Wei Li Hebei Li Yansong Peng Siying Wu Yueyi Zhang Xiaoyan Sun DiffM 117 0 0 27 May 2025
Sci-Fi: Symmetric Constraint for Frame Inbetweening Liuhan Chen Xiaodong Cun Xiaoyu Li Xianyi He Shenghai Yuan Jie Chen Ying Shan Li Yuan VGen 81 0 0 27 May 2025
DreamBoothDPO: Improving Personalized Generation using Direct Preference Optimization Shamil Ayupov M. Nakhodnov Anastasia Yaschenko Andrey Kuznetsov Aibek Alanov 48 0 0 27 May 2025
OrienText: Surface Oriented Textual Image Generation Shubham Paliwal Arushi Jain Monika Sharma Vikram Jamwal Lovekesh Vig DiffM 788 0 0 27 May 2025
DenseLoRA: Dense Low-Rank Adaptation of Large Language Models Lin Mu Xiaoyu Wang Li Ni Yang Li Zhize Wu Peiquan Jin Yiwen Zhang ALM AI4CE 33 0 0 27 May 2025
ConsiStyle: Style Diversity in Training-Free Consistent T2I Generation Yohai Mazuz Janna Bruner Lior Wolf DiffM 64 0 0 27 May 2025
MMIG-Bench: Towards Comprehensive and Explainable Evaluation of Multi-Modal Image Generation Models Hang Hua Ziyun Zeng Yizhi Song Yunlong Tang Liu He Daniel G. Aliaga Wei Xiong Jiebo Luo EGVM 88 0 0 26 May 2025
StyleAR: Customizing Multimodal Autoregressive Model for Style-Aligned Text-to-Image Generation Yi Wu Lingting Zhu Shengju Qian Lei Liu Wandi Qiao Lequan Yu Bin Li 68 0 0 26 May 2025
Regularized Personalization of Text-to-Image Diffusion Models without Distributional Drift Gihoon Kim Hyungjin Park Taesup Kim DiffM VLM 197 0 0 26 May 2025
Structure Disruption: Subverting Malicious Diffusion-Based Inpainting via Self-Attention Query Perturbation Yuhao He Jinyu Tian Haiwei Wu Jianqing Li DiffM AAML 46 0 0 26 May 2025
In-Context Brush: Zero-shot Customized Subject Insertion with Context-Aware Latent Space Manipulation Yu Xu Fan Tang You Wu Lin Gao Oliver Deussen Hongbin Yan Jintao Li Juan Cao Tong-Yee Lee DiffM 49 0 0 26 May 2025
Jodi: Unification of Visual Generation and Understanding via Joint Modeling Yifeng Xu Zhenliang He Meina Kan Shiguang Shan Xilin Chen VLM 83 0 0 25 May 2025
CreatiDesign: A Unified Multi-Conditional Diffusion Transformer for Creative Graphic Design H. Zhang Dexiang Hong Maoke Yang Yutao Chen Zhao Zhang Jie Shao Xinglong Wu Zuxuan Wu Yu Jiang DiffM AI4CE 172 0 0 25 May 2025
Towards Robust Influence Functions with Flat Validation Minima Xichen Ye Yifan Wu Weizhong Zhang Cheng Jin Yifan Chen TDI 46 0 0 25 May 2025
Affective Image Editing: Shaping Emotional Factors via Text Descriptions Peixuan Zhang Shuchen Weng Chengxuan Zhu Binghao Tang Zijian Jia Si Li Boxin Shi DiffM 29 0 0 24 May 2025
Localizing Knowledge in Diffusion Transformers Arman Zarei Samyadeep Basu Keivan Rezaei Zihao Lin Sayan Nag Soheil Feizi 46 0 0 24 May 2025
OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data Yiren Song Cheng Liu Mike Zheng Shou DiffM 178 2 0 24 May 2025
Align Beyond Prompts: Evaluating World Knowledge Alignment in Text-to-Image Generation Wenchao Zhang Jiahe Tian Runze He Jizhong Han Jiao Dai Miaomiao Feng Wei Mi Xiaodan Zhang 111 0 0 24 May 2025
StyleGuard: Preventing Text-to-Image-Model-based Style Mimicry Attacks by Style Perturbations Yanjie Li Wenxuan Zhang Xinqi Lyu Yihao Liu Bin Xiao AAML DiffM WIGM 54 0 0 24 May 2025
T2VUnlearning: A Concept Erasing Method for Text-to-Video Diffusion Models Xiaoyu Ye Songjie Cheng Yongtao Wang Yajiao Xiong Yishen Li DiffM 190 0 0 23 May 2025
Segment Anyword: Mask Prompt Inversion for Open-Set Grounded Segmentation Zhihua Liu Amrutha Saseendran Lei Tong Xilin He Fariba Yousefi ... Dino Oglic Tom Diethe Philip Teare Huiyu Zhou Chen Jin VLM 358 0 0 23 May 2025
Incorporating Visual Correspondence into Diffusion Model for Virtual Try-On Siqi Wan Jingwen Chen Yingwei Pan Ting Yao Tao Mei DiffM 253 1 0 22 May 2025
Erased or Dormant? Rethinking Concept Erasure Through Reversibility Ping Liu Chi Zhang KELM 70 0 0 22 May 2025
CDST: Color Disentangled Style Transfer for Universal Style Reference Customization Shiwen Zhang Zhuowei Chen Lang Chen Yanze Wu 20 0 0 22 May 2025
HOFT: Householder Orthogonal Fine-tuning Alejandro Moreno Arcas Albert Sanchis Jorge Civera Alfons Juan 69 0 0 22 May 2025
Forward-only Diffusion Probabilistic Models Ziwei Luo Fredrik K. Gustafsson Jens Sjölund Thomas B. Schön 64 0 0 22 May 2025
Style Transfer with Diffusion Models for Synthetic-to-Real Domain Adaptation Estelle Chigot Dennis G. Wilson Meriem Ghrib Thomas Oberlin DiffM 59 0 0 22 May 2025
FaceCrafter: Identity-Conditional Diffusion with Disentangled Control over Facial Pose, Expression, and Emotion Kazuaki Mishima Antoni Bigata Casademunt Stavros Petridis Maja Pantic Kenji Suzuki DiffM 163 0 0 21 May 2025
OmniStyle: Filtering High Quality Style Transfer Data at Scale Ye Wang Ruiqi Liu Jiang Lin Fei Liu Zili Yi Yilin Wang Rui Ma 74 0 0 20 May 2025
Replace in Translation: Boost Concept Alignment in Counterfactual Text-to-Image Sifan Li Ming Tao Hao Zhao Ling Shao Hao Tang DiffM 54 0 0 20 May 2025
DragLoRA: Online Optimization of LoRA Adapters for Drag-based Image Editing in Diffusion Model Siwei Xia Li Sun Tiantian Sun Qingli Li DiffM 114 0 0 18 May 2025
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