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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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Title
Image Denoising: The Deep Learning Revolution and Beyond -- A Survey Paper --SIAM Journal of Imaging Sciences (JSIS), 2023 Michael Elad Bahjat Kawar Gregory Vaksman 186 122 0 09 Jan 2023
ANNA: Abstractive Text-to-Image Synthesis with Filtered News Captions Aashish Anantha Ramakrishnan Sharon X. Huang Dongwon Lee 238 6 0 05 Jan 2023
Muse: Text-To-Image Generation via Masked Generative TransformersInternational Conference on Machine Learning (ICML), 2023 Huiwen Chang Han Zhang Jarred Barber AJ Maschinot José Lezama ... Kevin Patrick Murphy William T. Freeman Michael Rubinstein Yuanzhen Li Dilip Krishnan DiffM 443 686 0 02 Jan 2023
Foreground-Background Separation through Concept Distillation from Generative Image Foundation ModelsIEEE International Conference on Computer Vision (ICCV), 2022 Mischa Dombrowski Hadrien Reynaud Matthew Baugh Bernhard Kainz DiffM 257 9 0 29 Dec 2022
Dream3D: Zero-Shot Text-to-3D Synthesis Using 3D Shape Prior and Text-to-Image Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Jiale Xu Xintao Wang Weihao Cheng Yan-Pei Cao Ying Shan Xiaohu Qie Shenghua Gao 669 184 0 28 Dec 2022
Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video GenerationIEEE International Conference on Computer Vision (ICCV), 2022 Jay Zhangjie Wu Yixiao Ge Xintao Wang Weixian Lei Yuchao Gu Yufei Shi Wynne Hsu Ying Shan Xiaohu Qie Mike Zheng Shou VGen 315 984 0 22 Dec 2022
Interactive Cartoonization with Controllable Perceptual FactorsComputer Vision and Pattern Recognition (CVPR), 2022 Namhyuk Ahn Patrick Kwon Jihye Back Kibeom Hong Seungkwon Kim DiffM 137 7 0 19 Dec 2022
Uncovering the Disentanglement Capability in Text-to-Image Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Qiucheng Wu Yujian Liu Handong Zhao Ajinkya Kale T. Bui Tong Yu Zhe Lin Yang Zhang Shiyu Chang DiffM CoGe 239 121 0 16 Dec 2022
Imagen Editor and EditBench: Advancing and Evaluating Text-Guided Image InpaintingComputer Vision and Pattern Recognition (CVPR), 2022 Su Wang Chitwan Saharia Ceslee Montgomery Jordi Pont-Tuset Shai Noy ... Radu Soricut Jason Baldridge Mohammad Norouzi Peter Anderson William Chan 207 249 0 13 Dec 2022
Rodin: A Generative Model for Sculpting 3D Digital Avatars Using DiffusionComputer Vision and Pattern Recognition (CVPR), 2022 Tengfei Wang Bo Zhang Ting Zhang Shuyang Gu Jianmin Bao ... Jingjing Shen Dong Chen Fang Wen Qifeng Chen B. Guo 310 350 0 12 Dec 2022
Towards Practical Plug-and-Play Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Hyojun Go Yunsung Lee Jin-Young Kim Seunghyun Lee Myeongho Jeong Hyun Seung Lee Seungtaek Choi DiffM 242 21 0 12 Dec 2022
Training-Free Structured Diffusion Guidance for Compositional Text-to-Image SynthesisInternational Conference on Learning Representations (ICLR), 2022 Weixi Feng Xuehai He Tsu-Jui Fu Varun Jampani Arjun Reddy Akula P. Narayana Sugato Basu Xinze Wang William Yang Wang CoGe 541 379 0 09 Dec 2022
Multi-Concept Customization of Text-to-Image DiffusionComputer Vision and Pattern Recognition (CVPR), 2022 Nupur Kumari Bin Zhang Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 579 1,139 0 08 Dec 2022
Diffusion Guided Domain Adaptation of Image Generators Kunpeng Song Ligong Han Bingchen Liu Dimitris N. Metaxas Ahmed Elgammal DiffM 243 40 0 08 Dec 2022
SINE: SINgle Image Editing with Text-to-Image Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Zhixing Zhang Ligong Han Arna Ghosh Dimitris N. Metaxas Jian Ren DiffM 417 179 0 08 Dec 2022
Multiscale Structure Guided Diffusion for Image DeblurringIEEE International Conference on Computer Vision (ICCV), 2022 Mengwei Ren M. Delbracio Hossein Talebi Guido Gerig P. Milanfar DiffM 219 93 0 04 Dec 2022
ClipFace: Text-guided Editing of Textured 3D Morphable ModelsInternational Conference on Computer Graphics and Interactive Techniques (SIGGRAPH), 2022 Shivangi Aneja Justus Thies Angela Dai Matthias Nießner CLIP 338 71 0 02 Dec 2022
ObjectStitch: Generative Object Compositing Yi-Zhe Song Zhifei Zhang Zhe Lin Scott D. Cohen Brian L. Price Jianming Zhang Seunggeun Kim Daniel G. Aliaga DiffM 265 40 0 02 Dec 2022
SparseFusion: Distilling View-conditioned Diffusion for 3D ReconstructionComputer Vision and Pattern Recognition (CVPR), 2022 Zhizhuo Zhou Shubham Tulsiani DiffM 278 254 0 01 Dec 2022
Multiresolution Textual Inversion Giannis Daras A. Dimakis 205 36 0 30 Nov 2022
High-Fidelity Guided Image Synthesis with Latent Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Jaskirat Singh Stephen Gould Liang Zheng DiffM 159 50 0 30 Nov 2022
NeuralLift-360: Lifting An In-the-wild 2D Photo to A 3D Object with 360° ViewsComputer Vision and Pattern Recognition (CVPR), 2022 Dejia Xu Lezhi Li Peihao Wang Zhiwen Fan Yi Wang Zinan Lin DiffM 182 164 0 29 Nov 2022
DATID-3D: Diversity-Preserved Domain Adaptation Using Text-to-Image Diffusion for 3D Generative ModelComputer Vision and Pattern Recognition (CVPR), 2022 Gwanghyun Kim S. Chun DiffM 188 47 0 29 Nov 2022
SpaText: Spatio-Textual Representation for Controllable Image GenerationComputer Vision and Pattern Recognition (CVPR), 2022 Omri Avrahami Thomas Hayes Oran Gafni Sonal Gupta Yaniv Taigman Devi Parikh Dani Lischinski Ohad Fried Xiaoyue Yin DiffM 259 247 0 25 Nov 2022
3DDesigner: Towards Photorealistic 3D Object Generation and Editing with Text-guided Diffusion Models Gang Li Heliang Zheng Chaoyue Wang Chang Li C. Zheng Dacheng Tao DiffM 477 63 0 25 Nov 2022
Expanding Small-Scale Datasets with Guided ImaginationNeural Information Processing Systems (NeurIPS), 2022 Yifan Zhang Daquan Zhou Bryan Hooi Kaixin Wang Jiashi Feng 460 65 0 25 Nov 2022
Sketch-Guided Text-to-Image Diffusion ModelsInternational Conference on Computer Graphics and Interactive Techniques (SIGGRAPH), 2022 A. Voynov Kfir Aberman Daniel Cohen-Or DiffM 202 250 0 24 Nov 2022
Paint by Example: Exemplar-based Image Editing with Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Binxin Yang Shuyang Gu Bo Zhang Ting Zhang Xuejin Chen Xiaoyan Sun Dong Chen Fang Wen DiffM 216 532 0 23 Nov 2022
ClimateNeRF: Extreme Weather Synthesis in Neural Radiance FieldIEEE International Conference on Computer Vision (ICCV), 2022 Yuan Li Zhi-Hao Lin D. Forsyth Jia-Bin Huang Shenlong Wang AI4CE 183 42 0 23 Nov 2022
Inversion-Based Style Transfer with Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Yuxin Zhang Nisha Huang Fan Tang Haibin Huang Chongyang Ma Weiming Dong Changsheng Xu DiffM 251 383 0 23 Nov 2022
RoentGen: Vision-Language Foundation Model for Chest X-ray Generation Pierre J. Chambon Christian Blüthgen Jean-Benoit Delbrouck Rogier van der Sluijs M. Polacin Juan Manuel Zambrano Chaves Tanishq Mathew Abraham Shivanshu Purohit C. Langlotz Akshay S. Chaudhari LM&MA DiffM MedIm 192 118 0 23 Nov 2022
Plug-and-Play Diffusion Features for Text-Driven Image-to-Image TranslationComputer Vision and Pattern Recognition (CVPR), 2022 Narek Tumanyan Michal Geyer Shai Bagon Tali Dekel 347 875 0 22 Nov 2022
EDICT: Exact Diffusion Inversion via Coupled TransformationsComputer Vision and Pattern Recognition (CVPR), 2022 Bram Wallace Akash Gokul Nikhil Naik DiffM 243 241 0 22 Nov 2022
Human Evaluation of Text-to-Image Models on a Multi-Task Benchmark Vitali Petsiuk Alexander E. Siemenn Saisamrit Surbehera Zad Chin Keith Tyser ... Ori Kerret Tonio Buonassisi Kate Saenko Armando Solar-Lezama Iddo Drori VLM 101 45 0 22 Nov 2022
SinFusion: Training Diffusion Models on a Single Image or VideoInternational Conference on Machine Learning (ICML), 2022 Yaniv Nikankin Niv Haim Michal Irani VGen 264 77 0 21 Nov 2022
Synthesizing Coherent Story with Auto-Regressive Latent Diffusion ModelsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Xichen Pan Pengda Qin Yuhong Li Hui Xue Wenhu Chen DiffM 232 78 0 20 Nov 2022
A survey on knowledge-enhanced multimodal learningArtificial Intelligence Review (Artif Intell Rev), 2022 Maria Lymperaiou Giorgos Stamou 437 21 0 19 Nov 2022
DiffStyler: Controllable Dual Diffusion for Text-Driven Image StylizationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Nisha Huang Yuxin Zhang Fan Tang Chongyang Ma Haibin Huang Yong Zhang Weiming Dong Changsheng Xu DiffM 235 63 0 19 Nov 2022
Magic3D: High-Resolution Text-to-3D Content CreationComputer Vision and Pattern Recognition (CVPR), 2022 Chen-Hsuan Lin Jun Gao Luming Tang Towaki Takikawa Fangyin Wei Xun Huang Karsten Kreis Sanja Fidler Ming-Yuan Liu Nayeon Lee 366 1,411 0 18 Nov 2022
Invariant Learning via Diffusion Dreamed Distribution Shifts Priyatham Kattakinda Alexander Levine Soheil Feizi DiffM 126 11 0 18 Nov 2022
RenderDiffusion: Image Diffusion for 3D Reconstruction, Inpainting and GenerationComputer Vision and Pattern Recognition (CVPR), 2022 Titas Anciukevicius Zexiang Xu Matthew Fisher Paul Henderson Hakan Bilen Niloy J. Mitra Paul Guerrero 227 195 0 17 Nov 2022
InstructPix2Pix: Learning to Follow Image Editing InstructionsComputer Vision and Pattern Recognition (CVPR), 2022 Tim Brooks Aleksander Holynski Alexei A. Efros DiffM 544 2,444 0 17 Nov 2022
Conffusion: Confidence Intervals for Diffusion Models Eliahu Horwitz Yedid Hoshen DiffM 183 33 0 17 Nov 2022
Null-text Inversion for Editing Real Images using Guided Diffusion Models Ron Mokady Amir Hertz Kfir Aberman Yael Pritch Daniel Cohen-Or DiffM 253 957 0 17 Nov 2022
DiffusionDet: Diffusion Model for Object DetectionIEEE International Conference on Computer Vision (ICCV), 2022 Shoufa Chen Pei Sun Yibing Song Ping Luo 330 623 0 17 Nov 2022
Versatile Diffusion: Text, Images and Variations All in One Diffusion ModelIEEE International Conference on Computer Vision (ICCV), 2022 Xingqian Xu Zinan Lin Eric Zhang Kai Wang Humphrey Shi DiffM 483 239 0 15 Nov 2022
Direct Inversion: Optimization-Free Text-Driven Real Image Editing with Diffusion Models Adham Elarabawy Harish Kamath Samuel Denton DiffM 115 21 0 15 Nov 2022
Extreme Generative Image Compression by Learning Text Embedding from Diffusion Models Zhihong Pan Xiaoxia Zhou Hao Tian DiffM 152 29 0 14 Nov 2022
Rickrolling the Artist: Injecting Backdoors into Text Encoders for Text-to-Image SynthesisIEEE International Conference on Computer Vision (ICCV), 2022 Lukas Struppek Dominik Hintersdorf Kristian Kersting SILM 429 51 0 04 Nov 2022
Evaluating a Synthetic Image Dataset Generated with Stable Diffusion Andreas Stöckl 198 27 0 03 Nov 2022

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

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