HyperDreamBooth: HyperNetworks for Fast Personalization of Text-to-Image Models

13 July 2023

Nataniel Ruiz

Yuanzhen Li

Varun Jampani

Wei Wei

Tingbo Hou

Yael Pritch

Neal Wadhwa

Michael Rubinstein

Kfir Aberman

DiffM

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Papers citing "HyperDreamBooth: HyperNetworks for Fast Personalization of Text-to-Image Models"

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Title
ShotAdapter: Text-to-Multi-Shot Video Generation with Diffusion Models Ozgur Kara Krishna Kumar Singh Feng Liu Duygu Ceylan James M. Rehg Tobias Hinz DiffM VGen 21 0 0 12 May 2025
Distribution-Conditional Generation: From Class Distribution to Creative Generation Fu Feng Yucheng Xie Xu Yang Jing Wang Xin Geng DiffM 29 0 0 06 May 2025
DualReal: Adaptive Joint Training for Lossless Identity-Motion Fusion in Video Customization Wenchuan Wang Mengqi Huang Yijing Tu Zhendong Mao VGen 61 0 0 04 May 2025
Hyper-Transforming Latent Diffusion Models I. Peis Batuhan Koyuncu Isabel Valera J. Frellsen 22 0 0 23 Apr 2025
CamMimic: Zero-Shot Image To Camera Motion Personalized Video Generation Using Diffusion Models P. Guhan D. Kothandaraman Tsung-Wei Huang Guan-Ming Su Dinesh Manocha DiffM VGen 34 0 0 13 Apr 2025
FlexIP: Dynamic Control of Preservation and Personality for Customized Image Generation Linyan Huang Haonan Lin Yanning Zhou Kaiwen Xiao 42 0 0 10 Apr 2025
SkyReels-A2: Compose Anything in Video Diffusion Transformers Zhengcong Fei D. Li Di Qiu J. Wang Yikun Dou ... J. Xu Mingyuan Fan Guibin Chen Yang Li Yahui Zhou DiffM VGen 63 2 0 03 Apr 2025
Fine-Tuning Visual Autoregressive Models for Subject-Driven Generation Jiwoo Chung Sangeek Hyun Hyunjun Kim Eunseo Koh MinKyu Lee Jae-Pil Heo 33 0 0 03 Apr 2025
Training-free Dense-Aligned Diffusion Guidance for Modular Conditional Image Synthesis Zixuan Wang Duo Peng Feng Chen Y. Yang Yinjie Lei DiffM 74 0 0 02 Apr 2025
Semantix: An Energy Guided Sampler for Semantic Style Transfer Huiang He Minghui Hu C. Zheng Chaoyue Wang Tat-Jen Cham DiffM 36 0 0 28 Mar 2025
Meta-LoRA: Meta-Learning LoRA Components for Domain-Aware ID Personalization Barış Batuhan Topal Umut Özyurt Zafer Doğan Budak Ramazan Gokberk Cinbis 40 0 0 28 Mar 2025
HyperLoRA: Parameter-Efficient Adaptive Generation for Portrait Synthesis Mengtian Li Jinshu Chen Wanquan Feng Bingchuan Li Fei Dai Songtao Zhao Qian He 3DH 52 0 0 21 Mar 2025
InfiniteYou: Flexible Photo Recrafting While Preserving Your Identity Liming Jiang Qing Yan Yumin Jia Zichuan Liu Hao Kang Xin Lu 41 1 0 20 Mar 2025
Efficient Personalization of Quantized Diffusion Model without Backpropagation H. Seo Wongi Jeong Kyungryeol Lee Se Young Chun DiffM MQ 73 0 0 19 Mar 2025
Piece it Together: Part-Based Concepting with IP-Priors Elad Richardson Kfir Goldberg Yuval Alaluf Daniel Cohen-Or DiffM 61 0 0 13 Mar 2025
Adv-CPG: A Customized Portrait Generation Framework with Facial Adversarial Attacks Junying Wang Hongyuan Zhang Yuan Yuan AAML PICV 80 0 0 11 Mar 2025
Modular Customization of Diffusion Models via Blockwise-Parameterized Low-Rank Adaptation Mingkang Zhu Xi Chen Z. Wang Bei Yu Hengshuang Zhao Jiaya Jia MoMe 50 0 0 11 Mar 2025
DynamicID: Zero-Shot Multi-ID Image Personalization with Flexible Facial Editability Xirui Hu Jiahao Wang Hao Chen Weizhan Zhang Benqi Wang Y. Li Haishun Nan DiffM 60 0 0 09 Mar 2025
RectifiedHR: Enable Efficient High-Resolution Image Generation via Energy Rectification Zhen Yang Guibao Shen Liang Hou Mushui Liu Luozhou Wang Xin Tao Pengfei Wan Di Zhang Ying-cong Chen DiffM 74 0 0 04 Mar 2025
PersGuard: Preventing Malicious Personalization via Backdoor Attacks on Pre-trained Text-to-Image Diffusion Models Xinwei Liu X. Jia Yuan Xun Hua Zhang Xiaochun Cao DiffM AAML 47 0 0 22 Feb 2025
Dynamic Concepts Personalization from Single Videos Rameen Abdal Or Patashnik Ivan Skorokhodov Willi Menapace Aliaksandr Siarohin Sergey Tulyakov Daniel Cohen-Or Kfir Aberman DiffM VGen 42 0 0 21 Feb 2025
CAFuser: Condition-Aware Multimodal Fusion for Robust Semantic Perception of Driving Scenes Tim Broedermann Christos Sakaridis Yuqian Fu Luc Van Gool 49 2 0 28 Jan 2025
Isolated Diffusion: Optimizing Multi-Concept Text-to-Image Generation Training-Freely with Isolated Diffusion Guidance Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan 71 4 0 20 Jan 2025
Multi-subject Open-set Personalization in Video Generation Tsai-Shien Chen Aliaksandr Siarohin Willi Menapace Yuwei Fang Kwot Sin Lee Ivan Skorokhodov Kfir Aberman Jun-Yan Zhu Ming Yang Sergey Tulyakov DiffM VGen 69 7 0 10 Jan 2025
ConsistentID: Portrait Generation with Multimodal Fine-Grained Identity Preserving Jiehui Huang Xiao Dong Wenhui Song Zheng Chong Jun Zhou ... Long Chen Hanhui Li Yiqiang Yan Shengcai Liao Xiaodan Liang DiffM 50 19 0 31 Dec 2024
Personalized Large Vision-Language Models Chau Pham Hoang Phan David Doermann Yunjie Tian VLM 44 3 0 23 Dec 2024
HyperNet Fields: Efficiently Training Hypernetworks without Ground Truth by Learning Weight Trajectories Eric Hedlin Munawar Hayat Fatih Porikli Kwang Moo Yi Shweta Mahajan 3DH 64 0 0 22 Dec 2024
HyperCLIP: Adapting Vision-Language models with Hypernetworks Victor Akinwande Mohammad Sadegh Norouzzadeh Devin Willmott Anna Bair Madan Ravi Ganesh J. Zico Kolter CLIP VLM 84 0 0 21 Dec 2024
Omni-ID: Holistic Identity Representation Designed for Generative Tasks Guocheng Qian Kuan-Chieh Jackson Wang Or Patashnik Negin Heravi Daniil Ostashev Sergey Tulyakov Daniel Cohen-Or Kfir Aberman 72 4 0 12 Dec 2024
DIVE: Taming DINO for Subject-Driven Video Editing Yi Huang Wei Xiong He Zhang Chaoqi Chen Jianzhuang Liu Mingfu Yan Shifeng Chen VGen DiffM 73 0 0 04 Dec 2024
Human Multi-View Synthesis from a Single-View Model:Transferred Body and Face Representations Yu Feng Shunsi Zhang Jian Shu HanFeng Zhao Guoliang Pang Chi Zhang Hao Wang DiffM 65 0 0 04 Dec 2024
ShapeWords: Guiding Text-to-Image Synthesis with 3D Shape-Aware Prompts Dmitry Petrov Pradyumn Goyal Divyansh Shivashok Yuanming Tao Melinos Averkiou E. Kalogerakis 61 0 0 03 Dec 2024
Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook Florinel-Alin Croitoru Andrei Iulian Hiji Vlad Hondru Nicolae-Cătălin Ristea Paul Irofti Marius Popescu Cristian Rusu Radu Tudor Ionescu F. Khan Mubarak Shah 79 2 0 29 Nov 2024
DreamBlend: Advancing Personalized Fine-tuning of Text-to-Image Diffusion Models Shwetha Ram T. Neiman Qianli Feng Andrew Stuart S. D. Tran Trishul M. Chilimbi 72 1 0 28 Nov 2024
Foundation Cures Personalization: Improving Personalized Models' Prompt Consistency via Hidden Foundation Knowledge Yiyang Cai Zhengkai Jiang Y. Liu Chunyang Jiang Wei Xue Wenhan Luo Yike Guo 83 1 0 22 Nov 2024
Edify Image: High-Quality Image Generation with Pixel Space Laplacian Diffusion Models Nvidia : Yuval Atzmon Maciej Bala Yogesh Balaji ... Ting-Chun Wang Fangyin Wei Xiaohui Zeng Yu Zeng Qinsheng Zhang 45 1 0 11 Nov 2024
ReCapture: Generative Video Camera Controls for User-Provided Videos using Masked Video Fine-Tuning David Junhao Zhang Roni Paiss Shiran Zada Nikhil Karnad David E. Jacobs Yael Pritch Inbar Mosseri Mike Zheng Shou Neal Wadhwa Nataniel Ruiz DiffM VGen 66 15 0 07 Nov 2024
Redefining <Creative> in Dictionary: Towards an Enhanced Semantic Understanding of Creative Generation Fu Feng Yucheng Xie Xu Yang Jing Wang Xin Geng DiffM 23 0 0 31 Oct 2024
Unbounded: A Generative Infinite Game of Character Life Simulation Jialu Li Yuanzhen Li Neal Wadhwa Yael Pritch David E. Jacobs Michael Rubinstein Mohit Bansal Nataniel Ruiz VGen AI4CE 28 4 0 24 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 25 0 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 ... F. Liu Zhizhong Huang Jiaxin Ye Yingya Zhang Hongming Shan DiffM VGen 67 14 0 17 Oct 2024
DreamSteerer: Enhancing Source Image Conditioned Editability using Personalized Diffusion Models Zhengyang Yu Zhaoyuan Yang Jing Zhang DiffM 21 2 0 15 Oct 2024
HybridBooth: Hybrid Prompt Inversion for Efficient Subject-Driven Generation Shanyan Guan Yanhao Ge Ying Tai Jian Yang Wei Li Mingyu You DiffM 19 1 0 10 Oct 2024
Hyper Adversarial Tuning for Boosting Adversarial Robustness of Pretrained Large Vision Models Kangtao Lv Huangsen Cao Kainan Tu Yihuai Xu Zhimeng Zhang Xin Ding Yongwei Wang MoMe AAML VLM 14 1 0 08 Oct 2024
Low-Rank Continual Personalization of Diffusion Models Łukasz Staniszewski Katarzyna Zaleska Kamil Deja DiffM 35 0 0 07 Oct 2024
CalliffusionV2: Personalized Natural Calligraphy Generation with Flexible Multi-modal Control Qisheng Liao Liang Li Yulang Fei Gus Xia DiffM VLM 18 0 0 03 Oct 2024
Event-Customized Image Generation Zhen Wang Yilei Jiang Dong Zheng Jun Xiao Long Chen DiffM 11 1 0 03 Oct 2024
Imagine yourself: Tuning-Free Personalized Image Generation Zecheng He Bo Sun Felix Juefei-Xu Haoyu Ma Ankit Ramchandani ... Ning Zhang Peizhao Zhang Roshan Sumbaly Peter Vajda Animesh Sinha DiffM 18 16 0 20 Sep 2024
Risks When Sharing LoRA Fine-Tuned Diffusion Model Weights Dixi Yao 15 1 0 13 Sep 2024
Foodfusion: A Novel Approach for Food Image Composition via Diffusion Models Chaohua Shi Xuan Wang Si Shi Xule Wang Mingrui Zhu Nannan Wang X. Gao CoGe 20 1 0 26 Aug 2024