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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IDEA-Bench: How Far are Generative Models from Professional Designing? C. Liang Lianghua Huang Jingwu Fang Huanzhang Dou Wei Wang Zhi-Fan Wu Yupeng Shi Junge Zhang Xin Zhao Yu Liu 3DV 142 1 0 16 Dec 2024
LineArt: A Knowledge-guided Training-free High-quality Appearance Transfer for Design Drawing with Diffusion Model Xi Wang Haoyang Li Heng Fang Yichen Peng H. Xie Xi Yang Chuntao Li DiffM 110 1 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 210 3 0 16 Dec 2024
ColorFlow: Retrieval-Augmented Image Sequence Colorization Junhao Zhuang Xuan Ju Zhe Zhang Yong-Jin Liu Shiyi Zhang Chun Yuan Ying Shan DiffM 177 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 192 0 0 16 Dec 2024
IDProtector: An Adversarial Noise Encoder to Protect Against ID-Preserving Image Generation Yiren Song Pei Yang Hai Ci Mike Zheng Shou 182 4 0 16 Dec 2024
Dual-Schedule Inversion: Training- and Tuning-Free Inversion for Real Image Editing Jiancheng Huang Yi Huang Jianzhuang Liu Donghao Zhou Yang Liu Shifeng Chen DiffM 156 2 0 15 Dec 2024
SHMT: Self-supervised Hierarchical Makeup Transfer via Latent Diffusion Models Zhaoyang Sun Shengwu Xiong Yaxiong Chen Fei Du Weihua Chen Fan Wang Yi Rong DiffM 117 1 0 15 Dec 2024
Video Diffusion Transformers are In-Context Learners Zhengcong Fei Di Qiu Changqian Yu Debang Li Mingyuan Fan VGen DiffM 409 3 0 14 Dec 2024
EVLM: Self-Reflective Multimodal Reasoning for Cross-Dimensional Visual Editing Umar Khalid Hasan Iqbal Azib Farooq Nazanin Rahnavard Jing Hua ... H. Iqbal Azib Farooq Nazanin Rahnavard Jing Hua Chen Chen 117 0 0 13 Dec 2024
DECOR:Decomposition and Projection of Text Embeddings for Text-to-Image Customization Geonhui Jang Jin-Hwa Kim Yong-Hyun Park Junho Kim Gayoung Lee Yonghyun Jeong DiffM 117 0 0 12 Dec 2024
Illusion3D: 3D Multiview Illusion with 2D Diffusion Priors Yue Feng Vaibhav Sanjay Spencer Lutz Badour Albahar Songwei Ge Jia-Bin Huang 148 1 0 12 Dec 2024
Omni-ID: Holistic Identity Representation Designed for Generative Tasks Guocheng Qian Kuan-Chieh Wang Or Patashnik Negin Heravi Daniil Ostashev Sergey Tulyakov Daniel Cohen-Or Kfir Aberman 142 5 0 12 Dec 2024
UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics Xi Chen Zhifei Zhang He Zhang Yuqian Zhou Seunggeun Kim ... Nanxuan Zhao Yilin Wang Hui Ding Zhe Lin Hengshuang Zhao VGen DiffM 187 29 0 10 Dec 2024
StyleMaster: Stylize Your Video with Artistic Generation and Translation Zixuan Ye Huijuan Huang Xintao Wang Pengfei Wan Di Zhang Wenhan Luo DiffM VGen 132 6 0 10 Dec 2024
FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models Tong Wu Yinghao Xu Ryan Po Mengchen Zhang Guandao Yang Jiaqi Wang Ziqiang Liu Dahua Lin Gordon Wetzstein 113 0 0 10 Dec 2024
FIRE: Robust Detection of Diffusion-Generated Images via Frequency-Guided Reconstruction Error Beilin Chu Xuan Xu Xin Wang Yanzhe Zhang Weike You Linna Zhou DiffM 171 4 0 10 Dec 2024
Birth and Death of a Rose Chen Geng Yunzhi Zhang Shangzhe Wu Jiajun Wu AI4CE 118 2 0 06 Dec 2024
UnZipLoRA: Separating Content and Style from a Single Image Chang Liu Viraj Shah Aiyu Cui Svetlana Lazebnik 141 4 0 05 Dec 2024
AnyDressing: Customizable Multi-Garment Virtual Dressing via Latent Diffusion Models Xinghui Li Qichao Sun Pengze Zhang Fulong Ye Zhichao Liao Wanquan Feng Mingcong Liu Qian He DiffM 137 3 0 05 Dec 2024
DiffSign: AI-Assisted Generation of Customizable Sign Language Videos With Enhanced Realism Sudha Krishnamurthy Vimal Bhat Abhinav Jain DiffM 85 0 0 05 Dec 2024
Pinco: Position-induced Consistent Adapter for Diffusion Transformer in Foreground-conditioned Inpainting Guangben Lu Yuzhen Du Zhimin Sun Ran Yi Yifan Qi Yizhe Tang Tianyi Wang Lizhuang Ma Fangyuan Zou DiffM 104 1 0 05 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 Hao Zhang Shuicheng Yan 187 10 0 05 Dec 2024
MV-Adapter: Multi-view Consistent Image Generation Made Easy Zehuan Huang Yu Guo Haoran Wang Ran Yi Lizhuang Ma Yan-Pei Cao Lu Sheng 169 18 0 04 Dec 2024
DIVE: Taming DINO for Subject-Driven Video Editing Yi Huang Wei Xiong He Zhang Chaoqi Chen Jianzhuang Liu Mingfu Yan Shifeng Chen VGen DiffM 119 1 0 04 Dec 2024
UTSD: Unified Time Series Diffusion Model Xiangkai Ma Xiaobin Hong Wenzhong Li Sanglu Lu 114 0 0 04 Dec 2024
Human Multi-View Synthesis from a Single-View Model:Transferred Body and Face Representations Yu Feng Shunsi Zhang Jian Shu HanFeng Zhao Guoliang Pang Chi Zhang Hao Wang DiffM 117 0 0 04 Dec 2024
DynamicControl: Adaptive Condition Selection for Improved Text-to-Image Generation Qu He Jinlong Peng P. Xu Boyuan Jiang Xiaobin Hu ... Yang Liu Yun Wang Chengjie Wang Xuelong Li Jing Zhang DiffM 212 1 0 04 Dec 2024
SimuScope: Realistic Endoscopic Synthetic Dataset Generation through Surgical Simulation and Diffusion Models Sabina Martyniak Joanna Kaleta Diego DallÁlba Michał Naskręt Szymon Płotka Przemysław Korzeniowski MedIm 159 1 0 03 Dec 2024
CTRL-D: Controllable Dynamic 3D Scene Editing with Personalized 2D Diffusion Kai He Chin-Hsuan Wu Igor Gilitschenski DiffM 3DGS 129 0 0 02 Dec 2024
PainterNet: Adaptive Image Inpainting with Actual-Token Attention and Diverse Mask Control Ruichen Wang Junliang Zhang Qingsong Xie Chen Chen H. Lu DiffM 129 1 0 02 Dec 2024
InstantSwap: Fast Customized Concept Swapping across Sharp Shape Differences Chenyang Zhu Kai Li Yue Ma Longxiang Tang Chengyu Fang Chubin Chen Qifeng Chen Xiu Li 163 15 0 02 Dec 2024
SerialGen: Personalized Image Generation by First Standardization Then Personalization Cong Xie Han Zou Ruiqi Yu Yan Zhang Zhenpeng Zhan 146 1 0 02 Dec 2024
Second FRCSyn-onGoing: Winning Solutions and Post-Challenge Analysis to Improve Face Recognition with Synthetic Data Ivan Deandres-Tame Ruben Tolosana Pietro Melzi R. Vera-Rodríguez Minchul Kim ... Bernardo Biesseck Pedro Vidal Luiz Coelho Roger Granada David Menotti 180 2 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 216 0 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 183 1 0 02 Dec 2024
Sketch-Guided Motion Diffusion for Stylized Cinemagraph Synthesis H. Jin Hengyuan Chang Xiaoxuan Xie Zhengyang Wang Xusheng Du Shaojun Hu H. Xie DiffM VGen 107 0 0 01 Dec 2024
DreamDance: Animating Human Images by Enriching 3D Geometry Cues from 2D Poses Yatian Pang Bin Zhu Bin Lin Mingzhe Zheng Francis E. H. Tay Ser-Nam Lim Harry Yang Li Yuan VGen 3DH 124 7 0 30 Nov 2024
Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook Florinel-Alin Croitoru Andrei Iulian Hiji Vlad Hondru Nicolae-Cătălin Ristea Paul Irofti Marius Popescu Cristian Rusu Radu Tudor Ionescu Fahad Shahbaz Khan Mubarak Shah 135 5 0 29 Nov 2024
DreamBlend: Advancing Personalized Fine-tuning of Text-to-Image Diffusion Models Shwetha Ram T. Neiman Qianli Feng Andrew Stuart S. D. Tran Trishul Chilimbi 133 2 0 28 Nov 2024
Track Anything Behind Everything: Zero-Shot Amodal Video Object Segmentation Finlay G. C. Hudson W. Smith VOS VLM 127 0 0 28 Nov 2024
Diffusion Self-Distillation for Zero-Shot Customized Image Generation Shengqu Cai Eric Ryan Chan Yunzhi Zhang Leonidas Guibas Jiajun Wu Gordon Wetzstein 132 13 0 27 Nov 2024
MotionCharacter: Identity-Preserving and Motion Controllable Human Video Generation Haopeng Fang Di Qiu Binjie Mao Pengfei Yan He Tang VGen DiffM 118 6 0 27 Nov 2024
Training Data Synthesis with Difficulty Controlled Diffusion Model Zerun Wang Jiafeng Mao Xueting Wang Toshihiko Yamasaki DiffM 119 0 0 27 Nov 2024
Diffusion Autoencoders for Few-shot Image Generation in Hyperbolic Space Lingxiao Li Kaixuan Fan Boqing Gong Xiangyu Yue DiffM 126 0 0 27 Nov 2024
Relations, Negations, and Numbers: Looking for Logic in Generative Text-to-Image Models C. Conwell Rupert Tawiah-Quashie T. Ullman 123 3 0 26 Nov 2024
VideoDirector: Precise Video Editing via Text-to-Video Models Yukun Wang Longguang Wang Zhiyuan Ma Qibin Hu Kai Xu Yulan Guo VGen DiffM 226 0 0 26 Nov 2024
GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration Sudarshan Rajagopalan Nithin Gopalakrishnan Nair Jay N. Paranjape Vishal M. Patel DiffM 169 1 0 26 Nov 2024
Privacy Protection in Personalized Diffusion Models via Targeted Cross-Attention Adversarial Attack Xide Xu Muhammad Atif Butt Sandesh Kamath Bogdan Raducanu DiffM AAML 140 1 0 25 Nov 2024
Image Generation Diversity Issues and How to Tame Them Mischa Dombrowski Weitong Zhang Sarah Cechnicka Hadrien Reynaud Bernhard Kainz 132 1 0 25 Nov 2024