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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pix2gestalt: Amodal Segmentation by Synthesizing Wholes Ege Ozguroglu Ruoshi Liu Dídac Surís Dian Chen Achal Dave P. Tokmakov Carl Vondrick DiffM VLM 67 32 0 25 Jan 2024
Sketch2NeRF: Multi-view Sketch-guided Text-to-3D Generation Minglin Chen Weihao Yuan Yukun Wang Zhe Sheng Yisheng He Zilong Dong Liefeng Bo Yulan Guo DiffM 49 4 0 25 Jan 2024
Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks Tianhe Ren Shilong Liu Ailing Zeng Jing Lin Kunchang Li ... Feng Li Jie Yang Hongyang Li Qing Jiang Lei Zhang VLM 61 396 0 25 Jan 2024
BootPIG: Bootstrapping Zero-shot Personalized Image Generation Capabilities in Pretrained Diffusion Models Senthil Purushwalkam Akash Gokul Shafiq Joty Nikhil Naik DiffM 46 17 0 25 Jan 2024
StyleInject: Parameter Efficient Tuning of Text-to-Image Diffusion Models Mohan Zhou Yalong Bai Qing Yang Tiejun Zhao 37 0 0 25 Jan 2024
CreativeSynth: Cross-Art-Attention for Artistic Image Synthesis with Multimodal Diffusion Nisha Huang Weiming Dong Yuxin Zhang Fan Tang Ronghui Li Chongyang Ma Xiu Li Tong-Yee Lee Changsheng Xu DiffM 43 7 0 25 Jan 2024
Diffuse to Choose: Enriching Image Conditioned Inpainting in Latent Diffusion Models for Virtual Try-All M. S. Seyfioglu Karim Bouyarmane Suren Kumar Amir Tavanaei Ismail B. Tutar DiffM 50 8 0 24 Jan 2024
UNIMO-G: Unified Image Generation through Multimodal Conditional Diffusion Wei Li Xue Xu Jiachen Liu Xinyan Xiao 32 6 0 24 Jan 2024
Do You Guys Want to Dance: Zero-Shot Compositional Human Dance Generation with Multiple Persons Zhe Xu Kun-Juan Wei Xu Yang Cheng Deng DiffM 31 4 0 24 Jan 2024
GALA: Generating Animatable Layered Assets from a Single Scan Taeksoo Kim Byungjun Kim Shunsuke Saito Hanbyul Joo 3DH 51 13 0 23 Jan 2024
UniHDA: A Unified and Versatile Framework for Multi-Modal Hybrid Domain Adaptation Hengjia Li Yang Liu Yuqi Lin Zhanwei Zhang Yibo Zhao ... Tu Zheng Zheng Yang Yuchun Jiang Boxi Wu Deng Cai DiffM 50 0 0 23 Jan 2024
CCA: Collaborative Competitive Agents for Image Editing Tiankai Hang Shuyang Gu Dong Chen Xin Geng Baining Guo 66 5 0 23 Jan 2024
DITTO: Diffusion Inference-Time T-Optimization for Music Generation Zachary Novack Julian McAuley Taylor Berg-Kirkpatrick Nicholas J. Bryan DiffM 57 35 0 22 Jan 2024
Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs Ling Yang Zhaochen Yu Chenlin Meng Minkai Xu Stefano Ermon Tengjiao Wang CoGe DiffM 57 122 0 22 Jan 2024
CustomVideo: Customizing Text-to-Video Generation with Multiple Subjects Zhao Wang Aoxue Li Lingting Zhu Yong Guo Qi Dou Zhenguo Li VGen DiffM 54 41 0 18 Jan 2024
Image Translation as Diffusion Visual Programmers Cheng Han James Liang Qifan Wang Majid Rabbani S. Dianat Raghuveer M. Rao Ying Nian Wu Dongfang Liu 34 8 0 18 Jan 2024
TextureDreamer: Image-guided Texture Synthesis through Geometry-aware Diffusion Yu-Ying Yeh Jia-Bin Huang Changil Kim Lei Xiao Thu Nguyen-Phuoc ... Cheng Zhang Manmohan Chandraker Carl S. Marshall Zhao Dong Zhengqin Li DiffM 58 31 0 17 Jan 2024
Instilling Multi-round Thinking to Text-guided Image Generation Lidong Zeng Zhedong Zheng Yinwei Wei Tat-Seng Chua 66 5 0 16 Jan 2024
Revealing Vulnerabilities in Stable Diffusion via Targeted Attacks Chenyu Zhang Lanjun Wang Anan Liu 36 6 0 16 Jan 2024
SCoFT: Self-Contrastive Fine-Tuning for Equitable Image Generation Zhixuan Liu Peter Schaldenbrand Beverley-Claire Okogwu Wenxuan Peng Youngsik Yun Andrew Hundt Jihie Kim Jean Oh 48 17 0 16 Jan 2024
InstantID: Zero-shot Identity-Preserving Generation in Seconds Qixun Wang Xu Bai Haofan Wang Zekui Qin Anthony Chen Huaxia Li Xu Tang Feng-Long Xie 46 245 0 15 Jan 2024
360DVD: Controllable Panorama Video Generation with 360-Degree Video Diffusion Model Qian Wang Weiqi Li Chong Mou Xinhua Cheng Jian Zhang VGen 66 18 0 12 Jan 2024
Seek for Incantations: Towards Accurate Text-to-Image Diffusion Synthesis through Prompt Engineering Chang Yu Junran Peng Xiangyu Zhu Zhaoxiang Zhang Qi Tian Zhen Lei DiffM 35 4 0 12 Jan 2024
PALP: Prompt Aligned Personalization of Text-to-Image Models Moab Arar Andrey Voynov Amir Hertz Omri Avrahami Shlomi Fruchter Yael Pritch Daniel Cohen-Or Ariel Shamir DiffM 40 21 0 11 Jan 2024
EraseDiff: Erasing Data Influence in Diffusion Models Jing Wu Trung Le Munawar Hayat Mehrtash Harandi DiffM 93 13 0 11 Jan 2024
Diffusion Priors for Dynamic View Synthesis from Monocular Videos Chaoyang Wang Peiye Zhuang Aliaksandr Siarohin Junli Cao Guocheng Qian Hsin-Ying Lee Sergey Tulyakov VGen DiffM 42 12 0 10 Jan 2024
From Pampas to Pixels: Fine-Tuning Diffusion Models for Gaúcho Heritage Marcellus Amadeus William Alberto Cruz Castañeda A. F. Zanella F. Mahlow 56 3 0 10 Jan 2024
InseRF: Text-Driven Generative Object Insertion in Neural 3D Scenes Mohamad Shahbazi Liesbeth Claessens Michael Niemeyer Edo Collins A. Tonioni Luc Van Gool Federico Tombari 57 12 0 10 Jan 2024
Score Distillation Sampling with Learned Manifold Corrective Thiemo Alldieck Nikos Kolotouros C. Sminchisescu DiffM 46 13 0 10 Jan 2024
Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN Muhammad Ali Farooq Wang Yao Michael Schukat Mark A Little Peter Corcoran DiffM MedIm 34 11 0 10 Jan 2024
Morphable Diffusion: 3D-Consistent Diffusion for Single-image Avatar Creation Xiyi Chen Marko Mihajlovic Shaofei Wang Sergey Prokudin Siyu Tang 69 11 0 09 Jan 2024
EmoGen: Emotional Image Content Generation with Text-to-Image Diffusion Models Jingyuan Yang Jiawei Feng Hui Huang VLM 37 8 0 09 Jan 2024
Let's Go Shopping (LGS) -- Web-Scale Image-Text Dataset for Visual Concept Understanding Yatong Bai Utsav Garg Apaar Shanker Haoming Zhang Samyak Parajuli ... Eugenia D Fomitcheva E. Branson Aerin Kim Somayeh Sojoudi Kyunghyun Cho 26 2 0 09 Jan 2024
Representative Feature Extraction During Diffusion Process for Sketch Extraction with One Example Kwan Yun Youngseo Kim Kwanggyoon Seo Chang Wook Seo Junyong Noh DiffM 35 2 0 09 Jan 2024
Memory-Efficient Fine-Tuning for Quantized Diffusion Model Hyogon Ryu Seohyun Lim Hyunjung Shim DiffM MQ 34 6 0 09 Jan 2024
SpecRef: A Fast Training-free Baseline of Specific Reference-Condition Real Image Editing Songyan Chen Jiancheng Huang DiffM 27 7 0 07 Jan 2024
MirrorDiffusion: Stabilizing Diffusion Process in Zero-shot Image Translation by Prompts Redescription and Beyond Yu-Hsiang Lin Xiaoyu Xian Yukai Shi Liang Lin DiffM 42 6 0 06 Jan 2024
Controllable Image Synthesis of Industrial Data Using Stable Diffusion Gabriele Valvano Antonino Agostino Giovanni De Magistris Antonino Graziano Giacomo Veneri 36 5 0 06 Jan 2024
Generating Non-Stationary Textures using Self-Rectification Yang Zhou Rongjun Xiao Dani Lischinski Daniel Cohen-Or Hui Huang DiffM 55 4 0 05 Jan 2024
DiffBody: Diffusion-based Pose and Shape Editing of Human Images Yuta Okuyama Yuki Endo Yoshihiro Kanamori DiffM 46 3 0 05 Jan 2024
Latte: Latent Diffusion Transformer for Video Generation Xin Ma Yaohui Wang Gengyun Jia Xinyuan Chen Ziqiang Liu Yuan-Fang Li Cunjian Chen Yu Qiao DiffM VGen 125 251 0 05 Jan 2024
VASE: Object-Centric Appearance and Shape Manipulation of Real Videos E. Peruzzo Vidit Goel Dejia Xu Xingqian Xu Yi Ding Zhangyang Wang Humphrey Shi N. Sebe LM&Ro VGen DiffM 71 9 0 04 Jan 2024
Preserving Image Properties Through Initializations in Diffusion Models Jeffrey Zhang Shao-Yu Chang Kedan Li David Forsyth DiffM 22 6 0 04 Jan 2024
Improving Diffusion-Based Image Synthesis with Context Prediction Ling Yang Jingwei Liu Shenda Hong Zhilong Zhang Zhilin Huang Zheming Cai Wentao Zhang Tengjiao Wang DiffM 56 34 0 04 Jan 2024
Instruct-Imagen: Image Generation with Multi-modal Instruction Hexiang Hu Kelvin C. K. Chan Yu-Chuan Su Wenhu Chen Yandong Li ... Xue Ben Boqing Gong William W. Cohen Ming-Wei Chang Xuhui Jia MLLM 61 44 0 03 Jan 2024
Moonshot: Towards Controllable Video Generation and Editing with Multimodal Conditions David Junhao Zhang Dongxu Li Hung Le Mike Zheng Shou Caiming Xiong Doyen Sahoo VGen 27 24 0 03 Jan 2024
SIGNeRF: Scene Integrated Generation for Neural Radiance Fields Jan-Niklas Dihlmann Andreas Engelhardt Hendrik P. A. Lensch DiffM VGen 43 4 0 03 Jan 2024
ColorizeDiffusion: Adjustable Sketch Colorization with Reference Image and Text Dingkun Yan Liang Yuan Erwin Wu Yuma Nishioka I. Fujishiro Suguru Saito DiffM 21 5 0 02 Jan 2024
Image Sculpting: Precise Object Editing with 3D Geometry Control Jiraphon Yenphraphai Xichen Pan Sainan Liu Daniele Panozzo Saining Xie 43 19 0 02 Jan 2024
Joint Generative Modeling of Scene Graphs and Images via Diffusion Models Bicheng Xu Qi Yan Renjie Liao Lele Wang Leonid Sigal DiffM 45 2 0 02 Jan 2024