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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Latent Diffusion Model for DNA Sequence Generation Zehui Li Yuhao Ni Tim August B. Huygelen Akashaditya Das Guoxuan Xia Guy-Bart Stan Yiren Zhao 49 9 0 09 Oct 2023
The Emergence of Reproducibility and Generalizability in Diffusion Models Huijie Zhang Jinfan Zhou Yifu Lu Minzhe Guo Peng Wang Liyue Shen Qing Qu DiffM 33 3 0 08 Oct 2023
VoiceExtender: Short-utterance Text-independent Speaker Verification with Guided Diffusion Model Yayun He Zuheng Kang Jianzong Wang Junqing Peng Jing Xiao DiffM 27 2 0 07 Oct 2023
Leveraging Unpaired Data for Vision-Language Generative Models via Cycle Consistency Tianhong Li Sangnie Bhardwaj Yonglong Tian Han Zhang Jarred Barber Dina Katabi Guillaume Lajoie Huiwen Chang Dilip Krishnan VLM 49 4 0 05 Oct 2023
Kandinsky: an Improved Text-to-Image Synthesis with Image Prior and Latent Diffusion Anton Razzhigaev Arseniy Shakhmatov Anastasia Maltseva V.Ya. Arkhipkin Igor Pavlov Ilya Ryabov Angelina Kuts Alexander Panchenko Andrey Kuznetsov Denis Dimitrov 53 79 0 05 Oct 2023
Kosmos-G: Generating Images in Context with Multimodal Large Language Models Xichen Pan Li Dong Shaohan Huang Zhiliang Peng Wenhu Chen Furu Wei VLM 22 62 0 04 Oct 2023
EditVal: Benchmarking Diffusion Based Text-Guided Image Editing Methods Samyadeep Basu Mehrdad Saberi S. Bhardwaj Atoosa Malemir Chegini Daniela Massiceti Maziar Sanjabi S. Hu S. Feizi 59 17 0 03 Oct 2023
FT-Shield: A Watermark Against Unauthorized Fine-tuning in Text-to-Image Diffusion Models Yingqian Cui Jie Ren Yuping Lin Han Xu Pengfei He Yue Xing Lingjuan Lyu Wenqi Fan Hui Liu Jiliang Tang WIGM 26 12 0 03 Oct 2023
BYOM: Building Your Own Multi-Task Model For Free Weisen Jiang Baijiong Lin Han Shi Yu Zhang Zhenguo Li James T. Kwok MoMe 42 5 0 03 Oct 2023
AI-Generated Images as Data Source: The Dawn of Synthetic Era Zuhao Yang Fangneng Zhan Kunhao Liu Muyu Xu Shijian Lu EGVM 39 18 0 03 Oct 2023
TP2O: Creative Text Pair-to-Object Generation using Balance Swap-Sampling Jun Li Zedong Zhang Jian Yang DiffM 44 6 0 03 Oct 2023
Transcending Domains through Text-to-Image Diffusion: A Source-Free Approach to Domain Adaptation Shivang Chopra Suraj Kothawade Houda Aynaou Aman Chadha DiffM 30 0 0 02 Oct 2023
ImagenHub: Standardizing the evaluation of conditional image generation models Max W.F. Ku Tianle Li Kai Zhang Yujie Lu Xingyu Fu Wenwen Zhuang Wenhu Chen EGVM 44 47 0 02 Oct 2023
Toward effective protection against diffusion based mimicry through score distillation Haotian Xue Chumeng Liang Xiaoyu Wu Yongxin Chen DiffM AAML 40 34 0 02 Oct 2023
CoDi: Conditional Diffusion Distillation for Higher-Fidelity and Faster Image Generation Kangfu Mei M. Delbracio Hossein Talebi Zhengzhong Tu Vishal M. Patel P. Milanfar VLM DiffM 69 11 0 02 Oct 2023
DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models Yongchan Kwon Eric Wu K. Wu James Zou DiffM TDI 25 54 0 02 Oct 2023
PixArt- $α$ : Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis Junsong Chen Jincheng Yu Chongjian Ge Lewei Yao Enze Xie ... Zhongdao Wang James T. Kwok Ping Luo Huchuan Lu Zhenguo Li DiffM 41 395 0 30 Sep 2023
Decoding Realistic Images from Brain Activity with Contrastive Self-supervision and Latent Diffusion Jingyuan Sun Mingxiao Li Marie-Francine Moens DiffM 47 6 0 30 Sep 2023
LLM-grounded Video Diffusion Models Long Lian Baifeng Shi Semih Yavuz Ye Liu Boyi Li DiffM 25 54 0 29 Sep 2023
Text-image Alignment for Diffusion-based Perception Neehar Kondapaneni Markus Marks Manuel Knott Rogério Guimarães Pietro Perona VLM DiffM 24 32 0 29 Sep 2023
RealFill: Reference-Driven Generation for Authentic Image Completion Luming Tang Nataniel Ruiz Qinghao Chu Yuanzhen Li Aleksander Holynski ... Bharath Hariharan Yael Pritch Neal Wadhwa Kfir Aberman Michael Rubinstein DiffM 26 43 0 28 Sep 2023
KV Inversion: KV Embeddings Learning for Text-Conditioned Real Image Action Editing Jiarui Yao Yifan Liu Simon S. Du Shifeng Chen DiffM 24 24 0 28 Sep 2023
CCEdit: Creative and Controllable Video Editing via Diffusion Models Danfeng Hong Wenming Weng Hao Li Yuhui Yuan Jing Yao Chong Luo Zhibo Chen Baining Guo DiffM VGen 21 42 0 28 Sep 2023
Exploiting the Signal-Leak Bias in Diffusion Models Martin Nicolas Everaert Athanasios Fitsios Marco Bocchio Sami Arpa Sabine Süsstrunk R. Achanta DiffM 35 27 0 27 Sep 2023
Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack Xiaoliang Dai Ji Hou Chih-Yao Ma Sam S. Tsai Jialiang Wang ... Roshan Sumbaly Vignesh Ramanathan Zijian He Peter Vajda Devi Parikh VLM 36 198 0 27 Sep 2023
Dynamic Prompt Learning: Addressing Cross-Attention Leakage for Text-Based Image Editing Kai Wang Fei Yang Shiqi Yang Muhammad Atif Butt Joost van de Weijer DiffM 44 51 0 27 Sep 2023
From LAION-5B to LAION-EO: Filtering Billions of Images Using Anchor Datasets for Satellite Image Extraction Mikolaj Czerkawski Alistair Francis 28 9 0 27 Sep 2023
DreamCom: Finetuning Text-guided Inpainting Model for Image Composition Lingxiao Lu Jiangtong Li Bo Zhang Li Niu DiffM 28 11 0 27 Sep 2023
FEC: Three Finetuning-free Methods to Enhance Consistency for Real Image Editing Songyan Chen Jiancheng Huang DiffM 32 13 0 26 Sep 2023
Text-image guided Diffusion Model for generating Deepfake celebrity interactions Yunzhu Chen Nur Al Hasan Haldar Naveed Akhtar Ajmal Mian 24 9 0 26 Sep 2023
Text-to-Image Generation for Abstract Concepts Jiayi Liao Xu Chen Qiang Fu Lun Du Xiangnan He Xiang Wang Shi Han Dongmei Zhang 46 14 0 26 Sep 2023
Generative Escher Meshes Noam Aigerman Thibault Groueix DiffM 40 4 0 25 Sep 2023
Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator Hanzhuo Huang Yufan Feng Cheng Shi Lan Xu Jingyi Yu Sibei Yang DiffM VGen 31 63 0 25 Sep 2023
Chop & Learn: Recognizing and Generating Object-State Compositions Nirat Saini Hanyu Wang Archana Swaminathan Vinoj Jayasundara Bo He Kamal Gupta Abhinav Shrivastava CoGe 32 12 0 25 Sep 2023
DECORAIT -- DECentralized Opt-in/out Registry for AI Training Karthika Balan Alexander Black Simon Jenni Andrew Gilbert Andy Parsons John Collomosse 33 7 0 25 Sep 2023
Dream the Impossible: Outlier Imagination with Diffusion Models Xuefeng Du Yiyou Sun Xiaojin Zhu Yixuan Li 35 55 0 23 Sep 2023
Text-Guided Vector Graphics Customization Peiying Zhang Nanxuan Zhao Jing Liao DiffM 35 9 0 21 Sep 2023
PIE: Simulating Disease Progression via Progressive Image Editing Kaizhao Liang Xu Cao Kuei-Da Liao Tianren Gao Wenqian Ye Zhengyu Chen Jianguo Cao Tejas Nama Jimeng Sun MedIm AI4CE 31 5 0 21 Sep 2023
DreamLLM: Synergistic Multimodal Comprehension and Creation Runpei Dong Chunrui Han Yuang Peng Zekun Qi Zheng Ge ... Hao-Ran Wei Xiangwen Kong Xiangyu Zhang Kaisheng Ma Li Yi MLLM 50 176 0 20 Sep 2023
FreeU: Free Lunch in Diffusion U-Net Chenyang Si Ziqi Huang Yuming Jiang Ziwei Liu DiffM 54 131 0 20 Sep 2023
Language-driven Object Fusion into Neural Radiance Fields with Pose-Conditioned Dataset Updates Kashun Shum Jaeyeon Kim Binh-Son Hua Duc Thanh Nguyen Sai-Kit Yeung 3DH AI4CE 26 7 0 20 Sep 2023
Investigating Personalization Methods in Text to Music Generation Manos Plitsis Theodoros Kouzelis Georgios Paraskevopoulos Vassilis Katsouros Yannis Panagakis DiffM 32 10 0 20 Sep 2023
Forgedit: Text Guided Image Editing via Learning and Forgetting Shiwen Zhang Shuai Xiao Weilin Huang DiffM 31 18 0 19 Sep 2023
$360$^\circ$ Reconstruction From a Single Image Using Space Carved Outpainting$ 360 $^\circ$ Reconstruction From a Single Image Using Space Carved Outpainting Nuri Ryu Minsu Gong Geon-Yeong Kim Joo-Haeng Lee Sunghyun Cho 3DGS 35 1 0 19 Sep 2023
Viewpoint Textual Inversion: Unleashing Novel View Synthesis with Pretrained 2D Diffusion Models James Burgess Kuan-Chieh Wang Serena Yeung-Levy DiffM 54 4 0 14 Sep 2023
Text-to-Image Models for Counterfactual Explanations: a Black-Box Approach Guillaume Jeanneret Loïc Simon Frédéric Jurie DiffM 35 12 0 14 Sep 2023
Limitations of Face Image Generation Harrison Rosenberg Shimaa Ahmed Guruprasad V Ramesh Ramya Korlakai Vinayak Kassem Fawaz 41 1 0 13 Sep 2023
DreamStyler: Paint by Style Inversion with Text-to-Image Diffusion Models Namhyuk Ahn Junsoo Lee Chunggi Lee Kunhee Kim Daesik Kim Seung-Hun Nam Kibeom Hong DiffM 20 21 0 13 Sep 2023
MagiCapture: High-Resolution Multi-Concept Portrait Customization J. Hyung Jaeyo Shin Jaegul Choo DiffM 23 16 0 13 Sep 2023
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation Xingchao Liu Xiwen Zhang Jianzhu Ma Jian Peng Qiang Liu 108 199 0 12 Sep 2023