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DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation

Computer Vision and Pattern Recognition (CVPR), 2022

25 August 2022

Nataniel Ruiz

Yuanzhen Li

Varun Jampani

Yael Pritch

Michael Rubinstein

Kfir Aberman

ArXiv (abs)PDF HTML HuggingFace (12 upvotes)

Papers citing "DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation"

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Prompting AI Art: An Investigation into the Creative Skill of Prompt EngineeringInternational journal of human computer interactions (IJHCI), 2023 J. Oppenlaender Rhema Linder Johanna M. Silvennoinen 281 144 0 13 Mar 2023
Cones: Concept Neurons in Diffusion Models for Customized GenerationInternational Conference on Machine Learning (ICML), 2023 Zhiheng Liu Ruili Feng Kai Zhu Yifei Zhang Kecheng Zheng Yu Liu Deli Zhao Jingren Zhou Yang Cao DiffM 255 151 0 09 Mar 2023
Video-P2P: Video Editing with Cross-attention ControlComputer Vision and Pattern Recognition (CVPR), 2023 Shaoteng Liu Yuechen Zhang Wenbo Li Zhe Lin Jiaya Jia DiffM VGen 356 305 0 08 Mar 2023
ELODIN: Naming Concepts in Embedding Spaces Rodrigo Mello Filipe Calegario Geber Ramalho DiffM 270 1 0 07 Mar 2023
The AI Ghostwriter Effect: When Users Do Not Perceive Ownership of AI-Generated Text But Self-Declare as Authors Fiona Draxler Anna Werner Florian Lehmann Matthias Hoppe Albrecht Schmidt Daniel Buschek Robin Welsch DeLMO 127 38 0 06 Mar 2023
StyO: Stylize Your Face in Only One-ShotAAAI Conference on Artificial Intelligence (AAAI), 2023 Bonan li Zicheng Zhang Xuecheng Nie Congying Han Yinhan Hu Tiande Guo DiffM 209 10 0 06 Mar 2023
Word-As-Image for Semantic TypographyACM Transactions on Graphics (TOG), 2023 Shira Iluz Yael Vinker Amir Hertz Daniel Berio Daniel Cohen-Or Ariel Shamir DiffM 228 79 0 03 Mar 2023
Counterfactual Edits for Generative Evaluation Maria Lymperaiou Giorgos Filandrianos Konstantinos Thomas Giorgos Stamou EGVM 213 0 0 02 Mar 2023
X&Fuse: Fusing Visual Information in Text-to-Image Generation Yuval Kirstain Omer Levy Adam Polyak DiffM 98 6 0 02 Mar 2023
Collage DiffusionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Vishnu Sarukkai Linden Li Arden Ma Christopher Ré Kayvon Fatahalian DiffM 176 34 0 01 Mar 2023
Enhanced Controllability of Diffusion Models via Feature Disentanglement and Realism-Enhanced Sampling MethodsEuropean Conference on Computer Vision (ECCV), 2023 Wonwoong Cho Hareesh Ravi Midhun Harikumar V. Khuc Krishna Kumar Singh Jingwan Lu David I. Inouye Ajinkya Kale DiffM 477 8 0 28 Feb 2023
ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image GenerationIEEE International Conference on Computer Vision (ICCV), 2023 Yuxiang Wei Yabo Zhang Zhilong Ji Jinfeng Bai Lei Zhang W. Zuo DiffM 272 420 0 27 Feb 2023
Directed Diffusion: Direct Control of Object Placement through Attention GuidanceAAAI Conference on Artificial Intelligence (AAAI), 2023 W. Ma J. P. Lewis Avisek Lahiri Thomas Leung W. Kleijn DiffM 312 82 0 25 Feb 2023
AugGPT: Leveraging ChatGPT for Text Data AugmentationIEEE Transactions on Big Data (IEEE Trans. Big Data), 2023 Haixing Dai Zheng Liu Wenxiong Liao Xiaoke Huang Yihan Cao ... Lichao Sun Shijie Zhao Hongtu Zhu Tianming Liu Xiang Li 275 234 0 25 Feb 2023
Modulating Pretrained Diffusion Models for Multimodal Image SynthesisInternational Conference on Computer Graphics and Interactive Techniques (SIGGRAPH), 2023 Cusuh Ham James Hays Jingwan Lu Krishna Kumar Singh Zhifei Zhang Tobias Hinz DiffM 190 26 0 24 Feb 2023
Encoder-based Domain Tuning for Fast Personalization of Text-to-Image ModelsACM Transactions on Graphics (TOG), 2023 Rinon Gal Moab Arar Yuval Atzmon Amit H. Bermano Gal Chechik Daniel Cohen-Or DiffM 400 234 0 23 Feb 2023
Aligning Text-to-Image Models using Human Feedback Kimin Lee Hao Liu Moonkyung Ryu Olivia Watkins Yuqing Du Craig Boutilier Pieter Abbeel Mohammad Ghavamzadeh S. Gu EGVM 314 376 0 23 Feb 2023
Text Semantics to Image Generation: A method of building facades design base on Stable Diffusion model Haoran Ma 116 12 0 23 Feb 2023
Controlled and Conditional Text to Image Generation with Diffusion Prior Pranav Aggarwal Hareesh Ravi Naveen Marri Sachin Kelkar F. Chen ... Alvin Ghouas Sarah Saber Malavika Ramprasad Baldo Faieta Ajinkya Kale DiffM 235 7 0 23 Feb 2023
On Calibrating Diffusion Probabilistic ModelsNeural Information Processing Systems (NeurIPS), 2023 Tianyu Pang Cheng Lu Chao Du Min Lin Shuicheng Yan Zhijie Deng DiffM 214 3 0 21 Feb 2023
Composer: Creative and Controllable Image Synthesis with Composable ConditionsInternational Conference on Machine Learning (ICML), 2023 Lianghua Huang Di Chen Yu Liu Yujun Shen Deli Zhao Jingren Zhou DiffM 383 349 0 20 Feb 2023
Affect-Conditioned Image GenerationIEEE Transactions on Affective Computing (IEEE Trans. Affective Comput.), 2023 F. Ibarrola R. Lulham Kazjon Grace DiffM 135 5 0 20 Feb 2023
Consistent Diffusion Models: Mitigating Sampling Drift by Learning to be ConsistentNeural Information Processing Systems (NeurIPS), 2023 Giannis Daras Y. Dagan A. Dimakis C. Daskalakis DiffM 261 60 0 17 Feb 2023
Grimm in Wonderland: Prompt Engineering with Midjourney to Illustrate FairytalesItalian Research Conference on Digital Library Management Systems (IRCDL), 2023 Martin Ruskov DiffM 194 24 0 17 Feb 2023
Text-driven Visual Synthesis with Latent Diffusion Prior Tingbo Liao Songwei Ge Yiran Xu Yao-Chih Lee Badour Albahar Jia-Bin Huang DiffM 180 6 0 16 Feb 2023
T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion ModelsAAAI Conference on Artificial Intelligence (AAAI), 2023 Chong Mou Xintao Wang Liangbin Xie Yanze Wu Shuai Liu Chen Ma Ying Shan Xiaohu Qie DiffM 478 1,377 0 16 Feb 2023
Generative AI-empowered Simulation for Autonomous Driving in Vehicular Mixed Reality MetaversesIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2023 Minrui Xu Dusit Niyato Junlong Chen Hongliang Zhang Jiawen Kang Zehui Xiong Shiwen Mao Zhu Han 190 107 0 16 Feb 2023
Boundary Guided Learning-Free Semantic Control with Diffusion ModelsNeural Information Processing Systems (NeurIPS), 2023 Ye Zhu Yuehua Wu Zhiwei Deng Olga Russakovsky Yan Yan DiffM 293 33 0 16 Feb 2023
LayoutDiffuse: Adapting Foundational Diffusion Models for Layout-to-Image Generation Jiaxin Cheng Xiao Liang Xingjian Shi Tong He Tianjun Xiao Mu Li DiffM 161 84 0 16 Feb 2023
MultiDiffusion: Fusing Diffusion Paths for Controlled Image GenerationInternational Conference on Machine Learning (ICML), 2023 Omer Bar-Tal Lior Yariv Y. Lipman Tali Dekel 217 510 1 16 Feb 2023
Dataset Interfaces: Diagnosing Model Failures Using Controllable Counterfactual Generation Joshua Vendrow Saachi Jain Logan Engstrom Aleksander Madry OOD 256 41 0 15 Feb 2023
Road Redesign Technique Achieving Enhanced Road Safety by Inpainting with a Diffusion Model Sumit Mishra Medhavi Mishra Taeyoung Kim Dongsoo Har DiffM 147 2 0 15 Feb 2023
NephroNet: A Novel Program for Identifying Renal Cell Carcinoma and Generating Synthetic Training Images with Convolutional Neural Networks and Diffusion Models Y. Sabharwal MedIm 52 0 0 12 Feb 2023
Adding Conditional Control to Text-to-Image Diffusion ModelsIEEE International Conference on Computer Vision (ICCV), 2023 Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 892 5,670 1 10 Feb 2023
MaskSketch: Unpaired Structure-guided Masked Image GenerationComputer Vision and Pattern Recognition (CVPR), 2023 D. Bashkirova José Lezama Kihyuk Sohn Kate Saenko Irfan Essa DiffM 142 35 0 10 Feb 2023
Is This Loss Informative? Faster Text-to-Image Customization by Tracking Objective DynamicsNeural Information Processing Systems (NeurIPS), 2023 Anton Voronov Mikhail Khoroshikh Artem Babenko Max Ryabinin 179 8 0 09 Feb 2023
Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial ExamplesInternational Conference on Machine Learning (ICML), 2023 Chumeng Liang Xiaoyu Wu Yang Hua Jiaru Zhang Yiming Xue Tao Song Zhengui Xue Ruhui Ma Haibing Guan DiffM WIGM 209 178 0 09 Feb 2023
Glaze: Protecting Artists from Style Mimicry by Text-to-Image ModelsUSENIX Security Symposium (USENIX Security), 2023 Shawn Shan Jenna Cryan Emily Wenger Haitao Zheng Rana Hanocka Ben Y. Zhao WIGM 469 237 0 08 Feb 2023
Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image RetrievalComputer Vision and Pattern Recognition (CVPR), 2023 Kuniaki Saito Kihyuk Sohn Xiang Zhang Chun-Liang Li Chen-Yu Lee Kate Saenko Tomas Pfister 263 164 0 06 Feb 2023
Structure and Content-Guided Video Synthesis with Diffusion ModelsIEEE International Conference on Computer Vision (ICCV), 2023 Patrick Esser Johnathan Chiu Parmida Atighehchian Jonathan Granskog Anastasis Germanidis DiffM VGen 379 656 0 06 Feb 2023
Design Booster: A Text-Guided Diffusion Model for Image Translation with Spatial Layout Preservation Shiqi Sun Shancheng Fang Qian He Wei Liu DiffM 129 3 0 05 Feb 2023
TEXTure: Text-Guided Texturing of 3D ShapesInternational Conference on Computer Graphics and Interactive Techniques (SIGGRAPH), 2023 Elad Richardson G. Metzer Yuval Alaluf Raja Giryes Daniel Cohen-Or DiffM 289 330 0 03 Feb 2023
Dreamix: Video Diffusion Models are General Video Editors Eyal Molad Eliahu Horwitz Dani Valevski Alex Rav-Acha Yossi Matias Yael Pritch Yaniv Leviathan Yedid Hoshen DiffM VGen 272 212 0 02 Feb 2023
Stable Attribute Group Editing for Reliable Few-shot Image Generation Guanqi Ding Xinzhe Han Shuhui Wang Xin Jin Dandan Tu Qingming Huang 211 10 0 01 Feb 2023
Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion ModelsACM Transactions on Graphics (TOG), 2023 Hila Chefer Yuval Alaluf Yael Vinker Lior Wolf Daniel Cohen-Or DiffM 523 657 0 31 Jan 2023
ArchiSound: Audio Generation with Diffusion Flavio Schneider 111 28 0 30 Jan 2023
Shape-aware Text-driven Layered Video EditingComputer Vision and Pattern Recognition (CVPR), 2023 Yao-Chih Lee Ji-Ze Jang Yi-Ting Chen Elizabeth Qiu Jia-Bin Huang VGen DiffM 217 59 0 30 Jan 2023
Towards Equitable Representation in Text-to-Image Synthesis Models with the Cross-Cultural Understanding Benchmark (CCUB) Dataset Zhixuan Liu Y. Shin Beverley-Claire Okogwu Youngsik Yun Lia Coleman Peter Schaldenbrand Jihie Kim Jean Oh 160 17 0 28 Jan 2023
Accelerating Guided Diffusion Sampling with Splitting Numerical MethodsInternational Conference on Learning Representations (ICLR), 2023 Suttisak Wizadwongsa Supasorn Suwajanakorn DiffM 232 17 0 27 Jan 2023
StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image SynthesisInternational Conference on Machine Learning (ICML), 2023 Axel Sauer Tero Karras S. Laine Andreas Geiger Timo Aila 280 261 0 23 Jan 2023