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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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Title
Attention Overlap Is Responsible for The Entity Missing Problem in Text-to-image Diffusion Models! Arash Marioriyad Mohammadali Banayeeanzade Reza Abbasi M. Rohban M. Baghshah DiffM 151 3 0 28 Oct 2024
Paint Bucket Colorization Using Anime Character Color Design Sheets Yuekun Dai Qinyue Li Shangchen Zhou Yihang Luo Chongyi Li Chen Change Loy 61 1 0 25 Oct 2024
KAHANI: Culturally-Nuanced Visual Storytelling Tool for Non-Western Cultures Hamna Deepthi Sudharsan Agrima Seth Ritvik Budhiraja Deepika Khullar Vyshak Jain Kalika Bali Aditya Vashistha Sameer Segal DiffM 65 0 0 25 Oct 2024
BIFRÖST: 3D-Aware Image compositing with Language Instructions Lingxiao Li Kaixiong Gong Weihong Li Xili Dai Tao Chen Xiaojun Yuan Xiangyu Yue 101 2 0 24 Oct 2024
Unbounded: A Generative Infinite Game of Character Life Simulation Jialu Li Yuanzhen Li Neal Wadhwa Yael Pritch David E. Jacobs Michael Rubinstein Joey Tianyi Zhou Nataniel Ruiz VGen AI4CE 86 6 0 24 Oct 2024
On the Crucial Role of Initialization for Matrix Factorization Bingcong Li Liang Zhang Aryan Mokhtari Niao He 163 6 0 24 Oct 2024
Towards Visual Text Design Transfer Across Languages Yejin Choi Jiwan Chung Sumin Shim Giyeong Oh Youngjae Yu VLM DiffM 67 1 0 24 Oct 2024
Schedule Your Edit: A Simple yet Effective Diffusion Noise Schedule for Image Editing Haonan Lin Mengmeng Wang Jiahao Wang Wenbin An Yan Chen Yong Liu Feng Tian Guang Dai Jingdong Wang Qianying Wang DiffM 87 12 0 24 Oct 2024
GeoLoRA: Geometric integration for parameter efficient fine-tuning Steffen Schotthöfer Emanuele Zangrando Gianluca Ceruti Francesco Tudisco J. Kusch AI4CE 38 2 0 24 Oct 2024
FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation Christopher T. H. Teo Milad Abdollahzadeh Xinda Ma Ngai-Man Cheung DiffM 68 2 0 24 Oct 2024
Beyond Color and Lines: Zero-Shot Style-Specific Image Variations with Coordinated Semantics Jinghao Hu Yuhe Zhang Guohua Geng Liuyuxin Yang JiaRui Yan Jingtao Cheng YaDong Zhang Kang Li DiffM 45 0 0 24 Oct 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies Liwen Wang Sheng Chen Linnan Jiang Shu Pan Runze Cai Sen Yang Fei Yang 181 7 0 24 Oct 2024
Robust Watermarking Using Generative Priors Against Image Editing: From Benchmarking to Advances Shilin Lu Zihan Zhou Jiayou Lu Yuanzhi Zhu A. Kong WIGM 145 15 0 24 Oct 2024
PETAH: Parameter Efficient Task Adaptation for Hybrid Transformers in a resource-limited Context Maximilian Augustin Syed Shakib Sarwar Mostafa Elhoushi Sai Qian Zhang Yuecheng Li B. D. Salvo 69 1 0 23 Oct 2024
How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization? Jiahua Dong Wenqi Liang Hongliu Li Duzhen Zhang Meng Cao Henghui Ding Salman Khan Fahad Shahbaz Khan DiffM 90 13 0 23 Oct 2024
DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization Haowei Zhu Dehua Tang Ji Liu Mingjie Lu Jintu Zheng ... Spandan Tiwari Ashish Sirasao Jun-Hai Yong Bin Wang E. Barsoum DiffM 84 9 0 22 Oct 2024
One-Step Diffusion Distillation through Score Implicit Matching Weijian Luo Zemin Huang Zhengyang Geng J. Zico Kolter Guo-Jun Qi DiffM 92 21 0 22 Oct 2024
The Scene Language: Representing Scenes with Programs, Words, and Embeddings Yunzhi Zhang Zizhang Li Mingyuan Zhou Shangzhe Wu Jiajun Wu 121 7 0 22 Oct 2024
TopoDiffusionNet: A Topology-aware Diffusion Model Saumya Gupta Dimitris Samaras Chong Chen DiffM 146 4 0 22 Oct 2024
Erasing Undesirable Concepts in Diffusion Models with Adversarial Preservation Anh-Vu Bui L. Vuong Khanh Doan Trung Le Paul Montague Tamas Abraham Dinh Q. Phung KELM DiffM 116 12 0 21 Oct 2024
Generative AI Agents in Autonomous Machines: A Safety Perspective Jason J. Jabbour Vijay Janapa Reddi AI4CE 124 4 0 20 Oct 2024
Group Diffusion Transformers are Unsupervised Multitask Learners Lianghua Huang Wei Wang Zhi-Fan Wu Huanzhang Dou Yupeng Shi Yutong Feng C. Liang Yu Liu Jingren Zhou VLM 126 13 0 19 Oct 2024
SeaS: Few-shot Industrial Anomaly Image Generation with Separation and Sharing Fine-tuning Zhewei Dai Shilei Zeng Haotian Liu Xurui Li Feng Xue Yu Zhou DiffM 64 3 0 19 Oct 2024
HYPNOS : Highly Precise Foreground-focused Diffusion Finetuning for Inanimate Objects Oliverio Theophilus Nathanael Jonathan Samuel Lumentut Nicholas Hans Muliawan Edbert Valencio Angky Felix Indra Kurniadi Alfi Yusrotis Zakiyyah Jeklin Harefa DiffM 49 1 0 18 Oct 2024
ERDDCI: Exact Reversible Diffusion via Dual-Chain Inversion for High-Quality Image Editing Jimin Dai Yanzhe Zhang Shuo Chen Jian Yang Lei Luo DiffM 53 0 0 18 Oct 2024
Assessing Open-world Forgetting in Generative Image Model Customization Héctor Laria Alex Gomez-Villa Imad Eddine Marouf Bogdan Raducanu Bogdan Raducanu VLM DiffM 114 0 0 18 Oct 2024
Measuring Diversity: Axioms and Challenges Mikhail Mironov Liudmila Prokhorenkova 68 1 0 18 Oct 2024
DreamVideo-2: Zero-Shot Subject-Driven Video Customization with Precise Motion Control Yujie Wei Shiwei Zhang Hangjie Yuan Xiang Wang Haonan Qiu ... Fan Liu Zhizhong Huang Jiaxin Ye Yingya Zhang Hongming Shan DiffM VGen 113 18 0 17 Oct 2024
FiTv2: Scalable and Improved Flexible Vision Transformer for Diffusion Model ZiDong Wang Zeyu Lu Di Huang Cai Zhou Wanli Ouyang and Lei Bai 126 6 0 17 Oct 2024
LoLDU: Low-Rank Adaptation via Lower-Diag-Upper Decomposition for Parameter-Efficient Fine-Tuning Yiming Shi Jiwei Wei Yujia Wu Ran Ran Chengwei Sun Shiyuan He Yang Yang ALM 99 1 0 17 Oct 2024
RAP: Retrieval-Augmented Personalization for Multimodal Large Language Models Haoran Hao Jiaming Han Changsheng Li Yu-Feng Li Xiangyu Yue RALM 96 1 0 17 Oct 2024
MagicTailor: Component-Controllable Personalization in Text-to-Image Diffusion Models Donghao Zhou Jiancheng Huang J. Bai Jiaze Wang Hao Chen Guangyong Chen Xiaowei Hu Pheng Ann Heng 146 5 0 17 Oct 2024
DreamCraft3D++: Efficient Hierarchical 3D Generation with Multi-Plane Reconstruction Model Jingxiang Sun Cheng Peng Ruizhi Shao Y. Guo Xiaochen Zhao Yangguang Li Yanpei Cao Bo Zhang Yebin Liu 103 2 0 16 Oct 2024
Constrained Posterior Sampling: Time Series Generation with Hard Constraints Sai Shankar Narasimhan Shubhankar Agarwal Litu Rout Sanjay Shakkottai Sandeep Chinchali DiffM AI4TS 66 0 0 16 Oct 2024
FaceChain-FACT: Face Adapter with Decoupled Training for Identity-preserved Personalization Cheng Yu Haoyu Xie Lei Shang Yang Liu Jun Dan Liefeng Bo Baigui Sun 51 2 0 16 Oct 2024
TV-3DG: Mastering Text-to-3D Customized Generation with Visual Prompt Jiahui Yang Donglin Di Baorui Ma Xun Yang Yongjia Ma ... Wei Chen Jianxun Cui Zhou Xue Meng Wang Yebin Liu DiffM 69 2 0 16 Oct 2024
Efficient Diffusion as Low Light Enhancer Guanzhou Lan Qianli Ma Yuqi Yang Zhigang Wang Dong Wang Yuan Yuan Bin Zhao 62 0 0 16 Oct 2024
KITTEN: A Knowledge-Intensive Evaluation of Image Generation on Visual Entities Hsin-Ping Huang Xinyu Wang Yonatan Bitton Hagai Taitelbaum Gaurav Singh Tomar ... Xuhui Jia Kelvin Chan Hexiang Hu Yu-Chuan Su Ming-Hsuan Yang EGVM 152 4 0 15 Oct 2024
Jigsaw++: Imagining Complete Shape Priors for Object Reassembly Jiaxin Lu Gang Hua Qixing Huang 59 2 0 15 Oct 2024
InvSeg: Test-Time Prompt Inversion for Semantic Segmentation Jiayi Lin Jiabo Huang Jian Hu S. Gong DiffM VLM 109 0 0 15 Oct 2024
DreamSteerer: Enhancing Source Image Conditioned Editability using Personalized Diffusion Models Zhengyang Yu Zhaoyuan Yang Jing Zhang DiffM 96 3 0 15 Oct 2024
Towards Reliable Verification of Unauthorized Data Usage in Personalized Text-to-Image Diffusion Models Boheng Li Yanhao Wei Yankai Fu Ziyi Wang Yiming Li Jie Zhang Run Wang Tianwei Zhang DiffM AAML 67 11 0 14 Oct 2024
Saliency Guided Optimization of Diffusion Latents Xiwen Wang Jizhe Zhou Xuekang Zhu Cheng Li Mao Li EGVM 33 0 0 14 Oct 2024
TextCtrl: Diffusion-based Scene Text Editing with Prior Guidance Control Weichao Zeng Yan Shu Zhenhang Li Dongbao Yang Yu Zhou DiffM 71 11 0 14 Oct 2024
Learning to Customize Text-to-Image Diffusion In Diverse Context Taewook Kim Wei Chen Qiang Qiu DiffM 60 2 0 14 Oct 2024
EBDM: Exemplar-guided Image Translation with Brownian-bridge Diffusion Models Eungbean Lee Somi Jeong Kwanghoon Sohn DiffM 63 1 0 13 Oct 2024
One-shot Generative Domain Adaptation in 3D GANs Ziqiang Li Yi Wu Chaoyue Wang Xue Rui Bin Li 93 1 0 11 Oct 2024
Diffusion Models Need Visual Priors for Image Generation Xiaoyu Yue Zidong Wang Zeyu Lu S. Sun Meng Wei Wanli Ouyang Junlin Wu Luping Zhou VLM 96 1 0 11 Oct 2024
HybridBooth: Hybrid Prompt Inversion for Efficient Subject-Driven Generation Shanyan Guan Yanhao Ge Ying Tai Jian Yang Wei Li Mingyu You DiffM 34 2 0 10 Oct 2024
HARIVO: Harnessing Text-to-Image Models for Video Generation Mingi Kwon Seoung Wug Oh Yang Zhou Difan Liu Joon-Young Lee Haoran Cai Baqiao Liu Feng Liu Youngjung Uh VGen 60 4 0 10 Oct 2024