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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Generative Powers of Ten Xiaojuan Wang Janne Kontkanen Brian L. Curless Steven M. Seitz Ira Kemelmacher-Shlizerman B. Mildenhall Pratul P. Srinivasan Dor Verbin Aleksander Holynski 31 8 0 04 Dec 2023
Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation Bingxin Ke Anton Obukhov Shengyu Huang Nando Metzger Rodrigo Caye Daudt Konrad Schindler VLM MDE 45 146 0 04 Dec 2023
DiffiT: Diffusion Vision Transformers for Image Generation Ali Hatamizadeh Jiaming Song Guilin Liu Jan Kautz Arash Vahdat 39 67 0 04 Dec 2023
Style Aligned Image Generation via Shared Attention Amir Hertz Andrey Voynov Shlomi Fruchter Daniel Cohen-Or DiffM 21 124 0 04 Dec 2023
ArtAdapter: Text-to-Image Style Transfer using Multi-Level Style Encoder and Explicit Adaptation Dar-Yen Chen Hamish Tennent Ching-Wen Hsu DiffM 24 23 0 04 Dec 2023
VideoSwap: Customized Video Subject Swapping with Interactive Semantic Point Correspondence Yuchao Gu Yipin Zhou Bichen Wu Licheng Yu Jia-Wei Liu Rui Zhao Jay Zhangjie Wu David Junhao Zhang Mike Zheng Shou Kevin Tang DiffM VGen 70 37 0 04 Dec 2023
UniGS: Unified Representation for Image Generation and Segmentation Lu Qi Lehan Yang Weidong Guo Yu-Syuan Xu Bo Du Varun Jampani Ming-Hsuan Yang 42 18 0 04 Dec 2023
Collaborative Neural Painting Nicola Dall’Asen Willi Menapace E. Peruzzo E. Sangineto Yiming Wang Elisa Ricci 29 0 0 04 Dec 2023
X-Adapter: Adding Universal Compatibility of Plugins for Upgraded Diffusion Model L. Ran Xiaodong Cun Jia-Wei Liu Rui Zhao Song Zijie Xintao Wang Jussi Keppo Mike Zheng Shou 40 11 0 04 Dec 2023
StableVITON: Learning Semantic Correspondence with Latent Diffusion Model for Virtual Try-On Jeongho Kim Gyojung Gu Minho Park S. Park Jaegul Choo DiffM 28 89 0 04 Dec 2023
Customize your NeRF: Adaptive Source Driven 3D Scene Editing via Local-Global Iterative Training Runze He Shaofei Huang Xuecheng Nie Tianrui Hui Luoqi Liu Jiao Dai Jizhong Han Guanbin Li Si Liu DiffM 37 7 0 04 Dec 2023
Portrait Diffusion: Training-free Face Stylization with Chain-of-Painting Jin Liu Huaibo Huang Chao Jin Ran He DiffM 100 9 0 03 Dec 2023
DiverseDream: Diverse Text-to-3D Synthesis with Augmented Text Embedding Uy Dieu Tran Minh Luu P. Nguyen K. Nguyen Binh-Son Hua 50 1 0 02 Dec 2023
VideoBooth: Diffusion-based Video Generation with Image Prompts Yuming Jiang Tianxing Wu Shuai Yang Chenyang Si Dahua Lin Yu Qiao Chen Change Loy Ziwei Liu DiffM VGen 48 66 0 01 Dec 2023
Beyond First-Order Tweedie: Solving Inverse Problems using Latent Diffusion Litu Rout Yujia Chen Abhishek Kumar Constantine Caramanis Sanjay Shakkottai Wen-Sheng Chu 40 34 0 01 Dec 2023
VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video Diffusion Models Hyeonho Jeong Geon Yeong Park Jong Chul Ye VGen DiffM 117 54 0 01 Dec 2023
Text-Guided 3D Face Synthesis -- From Generation to Editing Yunjie Wu Yapeng Meng Zhipeng Hu Lincheng Li Haoqian Wu Kun Zhou Weiwei Xu Xin Yu DiffM 61 9 0 01 Dec 2023
StyleCrafter: Enhancing Stylized Text-to-Video Generation with Style Adapter Gongye Liu Menghan Xia Yong Zhang Haoxin Chen Jinbo Xing Xintao Wang Yujiu Yang Ying Shan DiffM VGen 149 0 0 01 Dec 2023
Lasagna: Layered Score Distillation for Disentangled Object Relighting D. Bashkirova Arijit Ray Rupayan Mallick Sarah Adel Bargal Jianming Zhang Ranjay Krishna Kate Saenko 40 3 0 30 Nov 2023
Exploiting Diffusion Prior for Generalizable Dense Prediction Hsin-Ying Lee Hung-Yu Tseng Hsin-Ying Lee Ming-Hsuan Yang DiffM MDE 52 18 0 30 Nov 2023
MotionEditor: Editing Video Motion via Content-Aware Diffusion Shuyuan Tu Qi Dai Zhi-Qi Cheng Hang-Rui Hu Xintong Han Zuxuan Wu Yu-Gang Jiang DiffM VGen 50 30 0 30 Nov 2023
Motion-Conditioned Image Animation for Video Editing Wilson Yan Andrew Brown Pieter Abbeel Rohit Girdhar S. Azadi DiffM VGen 73 12 0 30 Nov 2023
LucidDreaming: Controllable Object-Centric 3D Generation Zhaoning Wang Ming Li Chong Chen 87 9 0 30 Nov 2023
IMMA: Immunizing text-to-image Models against Malicious Adaptation Yijia Zheng Raymond A. Yeh 64 8 0 30 Nov 2023
CoDi-2: In-Context, Interleaved, and Interactive Any-to-Any Generation Zineng Tang Ziyi Yang Mahmoud Khademi Yang Liu Chenguang Zhu Mohit Bansal LRM MLLM AuLLM 61 45 0 30 Nov 2023
Continual Diffusion with STAMINA: STack-And-Mask INcremental Adapters James Seale Smith Yen-Chang Hsu Z. Kira Yilin Shen Hongxia Jin DiffM 33 6 0 30 Nov 2023
Detailed Human-Centric Text Description-Driven Large Scene Synthesis Gwanghyun Kim Dong un Kang H. Seo Hayeon Kim Se Young Chun 3DV DiffM 39 2 0 30 Nov 2023
Fast ODE-based Sampling for Diffusion Models in Around 5 Steps Zhenyu Zhou Defang Chen Can Wang Chun-Yen Chen DiffM 37 44 0 30 Nov 2023
CAT-DM: Controllable Accelerated Virtual Try-on with Diffusion Model Jianhao Zeng Dan Song Weizhi Nie Hongshuo Tian Tongtong Wang Anan Liu DiffM 36 22 0 30 Nov 2023
On Exact Inversion of DPM-Solvers Seongmin Hong Kyeonghyun Lee Suh Yoon Jeon Hyewon Bae Se Young Chun DiffM 39 22 0 30 Nov 2023
Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion? Zhengyue Zhao Jinhao Duan Kaidi Xu Chenan Wang Rui Zhang Zidong Du Rui Guo Xing Hu DiffM AAML 23 22 0 30 Nov 2023
CosAvatar: Consistent and Animatable Portrait Video Tuning with Text Prompt Haiyao Xiao Chenglai Zhong Xuan Gao Yudong Guo Juyong Zhang 43 0 0 30 Nov 2023
HiFi Tuner: High-Fidelity Subject-Driven Fine-Tuning for Diffusion Models Zhonghao Wang Wei Wei Yang Zhao Zhisheng Xiao M. Hasegawa-Johnson Humphrey Shi Tingbo Hou DiffM 41 11 0 30 Nov 2023
HiPA: Enabling One-Step Text-to-Image Diffusion Models via High-Frequency-Promoting Adaptation Yifan Zhang Bryan Hooi VLM 42 10 0 30 Nov 2023
ElasticDiffusion: Training-free Arbitrary Size Image Generation through Global-Local Content Separation Moayed Haji-Ali Guha Balakrishnan Vicente Ordonez 74 25 0 30 Nov 2023
Driving into the Future: Multiview Visual Forecasting and Planning with World Model for Autonomous Driving Yu-Quan Wang Jiawei He Lue Fan Hongxin Li Yuntao Chen Zhaoxiang Zhang VGen 75 120 0 29 Nov 2023
CG3D: Compositional Generation for Text-to-3D via Gaussian Splatting Alexander Vilesov Pradyumna Chari A. Kadambi 3DGS 24 33 0 29 Nov 2023
VBench: Comprehensive Benchmark Suite for Video Generative Models Ziqi Huang Yinan He Jiashuo Yu Fan Zhang Chenyang Si ... Xinyuan Chen Limin Wang Dahua Lin Yu Qiao Ziwei Liu VGen 89 361 0 29 Nov 2023
Spice-E : Structural Priors in 3D Diffusion using Cross-Entity Attention Etai Sella Gal Fiebelman Noam Atia Hadar Averbuch-Elor DiffM 46 2 0 29 Nov 2023
Receler: Reliable Concept Erasing of Text-to-Image Diffusion Models via Lightweight Erasers Chi-Pin Huang Kai-Po Chang Chung-Ting Tsai Yung-Hsuan Lai Fu-En Yang Yu-Chiang Frank Wang DiffM 29 50 0 29 Nov 2023
VA3: Virtually Assured Amplification Attack on Probabilistic Copyright Protection for Text-to-Image Generative Models Xiang Li Qianli Shen Kenji Kawaguchi 27 4 0 29 Nov 2023
Non-Visible Light Data Synthesis and Application: A Case Study for Synthetic Aperture Radar Imagery Zichen Tian Zhaozheng Chen Qianru Sun 43 1 0 29 Nov 2023
$When StyleGAN Meets Stable Diffusion: a $\mathscr{W}_+$ Adapter for Personalized Image Generation$ When StyleGAN Meets Stable Diffusion: a $\mathscr{W}_+$ Adapter for Personalized Image Generation Xiaoming Li Xinyu Hou Chen Change Loy 41 11 0 29 Nov 2023
DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback Jiao Sun Deqing Fu Yushi Hu Su Wang Royi Rassin ... Dana Alon Charles Herrmann Sjoerd van Steenkiste Ranjay Krishna Cyrus Rashtchian EGVM 48 40 0 29 Nov 2023
MagDiff: Multi-Alignment Diffusion for High-Fidelity Video Generation and Editing Haoyu Zhao Tianyi Lu Jiaxi Gu Xing Zhang Qingping Zheng Zuxuan Wu Hang Xu Yu-Gang Jiang VGen DiffM 38 11 0 29 Nov 2023
Unlocking Spatial Comprehension in Text-to-Image Diffusion Models Mohammad Mahdi Derakhshani Menglin Xia Harkirat Singh Behl Cees G. M. Snoek Victor Rühle 37 2 0 28 Nov 2023
Material Palette: Extraction of Materials from a Single Image Ivan Lopes Fabio Pizzati Raoul de Charette DiffM 39 12 0 28 Nov 2023
SparseCtrl: Adding Sparse Controls to Text-to-Video Diffusion Models Yuwei Guo Ceyuan Yang Anyi Rao Maneesh Agrawala Dahua Lin Bo Dai DiffM VGen 33 115 0 28 Nov 2023
UGG: Unified Generative Grasping Jiaxin Lu Hao Kang Haoxiang Li Bo Liu Yiding Yang Qixing Huang Gang Hua 65 21 0 28 Nov 2023
A Unified Approach for Text- and Image-guided 4D Scene Generation Yufeng Zheng Xueting Li Koki Nagano Sifei Liu Karsten Kreis Otmar Hilliges Shalini De Mello 44 47 0 28 Nov 2023