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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Real-time One-Step Diffusion-based Expressive Portrait Videos Generation Hanzhong Guo Hongwei Yi Daquan Zhou Alexander William Bergman Michael Lingelbach Yizhou Yu DiffM 90 1 0 18 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 102 1 0 17 Dec 2024
Prompt Augmentation for Self-supervised Text-guided Image Manipulation Rumeysa Bodur Binod Bhattarai Tae-Kyun Kim DiffM 73 2 0 17 Dec 2024
OmniPrism: Learning Disentangled Visual Concept for Image Generation Yangyang Li Daqing Liu Wu Liu Allen He Xinchen Liu Yongdong Zhang Guoqing Jin DiffM CoGe 88 0 0 16 Dec 2024
A LoRA is Worth a Thousand Pictures Chenxi Liu Towaki Takikawa Alec Jacobson DiffM OffRL 87 2 0 16 Dec 2024
SAMIC: Segment Anything with In-Context Spatial Prompt Engineering S. Nagendra Kashif Rashid Chaopeng Shen Daniel Kifer VLM 79 2 0 16 Dec 2024
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 87 1 0 16 Dec 2024
LineArt: A Knowledge-guided Training-free High-quality Appearance Transfer for Design Drawing with Diffusion Model Xi Wang Yiming Li Heng Fang Yichen Peng H. Xie Xi Yang Chuntao Li DiffM 81 0 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 113 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 94 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 104 1 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 133 3 0 16 Dec 2024
Dual-Schedule Inversion: Training- and Tuning-Free Inversion for Real Image Editing Jiancheng Huang Yi Huang Jianzhuang Liu Donghao Zhou Yong-Jin Liu Shifeng Chen DiffM 114 1 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 74 1 0 15 Dec 2024
Video Diffusion Transformers are In-Context Learners Zhengcong Fei Di Qiu Changqian Yu Debang Li Mingyuan Fan VGen DiffM 243 2 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 77 0 0 13 Dec 2024
Illusion3D: 3D Multiview Illusion with 2D Diffusion Priors Yue Feng Vaibhav Sanjay Spencer Lutz Badour Albahar Songwei Ge Jia-Bin Huang 77 1 0 12 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 98 0 0 12 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 98 4 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 129 21 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 105 4 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 Zichen Liu Dahua Lin Gordon Wetzstein 81 0 0 10 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
UnZipLoRA: Separating Content and Style from a Single Image Chang Liu Viraj Shah Aiyu Cui Svetlana Lazebnik 83 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 77 2 0 05 Dec 2024
DiffSign: AI-Assisted Generation of Customizable Sign Language Videos With Enhanced Realism Sudha Krishnamurthy Vimal Bhat Abhinav Jain DiffM 73 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 80 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 Han Zhang Shuicheng Yan 106 4 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 107 10 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 81 0 0 04 Dec 2024
UTSD: Unified Time Series Diffusion Model Xiangkai Ma Xiaobin Hong Wenzhong Li Sanglu Lu 82 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 77 0 0 04 Dec 2024
DynamicControl: Adaptive Condition Selection for Improved Text-to-Image Generation Q. He Jinlong Peng P. Xu Boyuan Jiang Xiaobin Hu ... Yong-Jin Liu Yishuo Wang Chengjie Wang Xuelong Li Jingyang Zhang DiffM 122 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 86 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 88 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 95 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 98 10 0 02 Dec 2024
SerialGen: Personalized Image Generation by First Standardization Then Personalization Cong Xie Han Zou Ruiqi Yu Yan Zhang Zhenpeng Zhan 79 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 80 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 101 0 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 85 2 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 85 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 84 4 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 94 3 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 77 1 0 28 Nov 2024
Track Anything Behind Everything: Zero-Shot Amodal Video Object Segmentation Finlay G. C. Hudson W. Smith VOS VLM 78 0 0 28 Nov 2024
Diffusion Self-Distillation for Zero-Shot Customized Image Generation Shengqu Cai Eric Ryan Chan Yunzhi Zhang Leonidas J. Guibas Jiajun Wu Gordon Wetzstein 83 8 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 78 4 0 27 Nov 2024
Training Data Synthesis with Difficulty Controlled Diffusion Model Zerun Wang Jiafeng Mao Xueting Wang Toshihiko Yamasaki DiffM 90 0 0 27 Nov 2024
Diffusion Autoencoders for Few-shot Image Generation in Hyperbolic Space Lingxiao Li Kaixuan Fan Boqing Gong Xiangyu Yue DiffM 75 0 0 27 Nov 2024