Orthogonal Adaptation for Modular Customization of Diffusion Models

5 December 2023

Kfir Aberman

Papers citing "Orthogonal Adaptation for Modular Customization of Diffusion Models"

23 / 23 papers shown

Title
Dance Like a Chicken: Low-Rank Stylization for Human Motion Diffusion Haim Sawdayee Chuan Guo Guy Tevet Bing Zhou Jian Wang Amit H. Bermano DiffM VGen 48 0 0 25 Mar 2025
Piece it Together: Part-Based Concepting with IP-Priors Elad Richardson Kfir Goldberg Yuval Alaluf Daniel Cohen-Or DiffM 66 0 0 13 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 55 0 0 11 Mar 2025
TokenVerse: Versatile Multi-concept Personalization in Token Modulation Space Daniel Garibi Shahar Yadin Roni Paiss Omer Tov Shiran Zada Ariel Ephrat T. Michaeli Inbar Mosseri Tali Dekel DiffM 103 2 0 21 Jan 2025
DreamSteerer: Enhancing Source Image Conditioned Editability using Personalized Diffusion Models Zhengyang Yu Zhaoyuan Yang Jing Zhang DiffM 23 2 0 15 Oct 2024
Low-Rank Continual Personalization of Diffusion Models Łukasz Staniszewski Katarzyna Zaleska Kamil Deja DiffM 39 0 0 07 Oct 2024
Multi-Modal Generative AI: Multi-modal LLM, Diffusion and Beyond Hong Chen Xin Wang Yuwei Zhou Bin Huang Yipeng Zhang Wei Feng Houlun Chen Zeyang Zhang Siao Tang Wenwu Zhu DiffM 47 7 0 23 Sep 2024
SBoRA: Low-Rank Adaptation with Regional Weight Updates L. Po Yuyang Liu Haoxuan Wu Tianqi Zhang W. Yu Zeyu Jiang Kun Li 33 1 0 07 Jul 2024
Ctrl-X: Controlling Structure and Appearance for Text-To-Image Generation Without Guidance Kuan Heng Lin Sicheng Mo Ben Klingher Fangzhou Mu Bolei Zhou DiffM 26 15 0 11 Jun 2024
Spectral Adapter: Fine-Tuning in Spectral Space Fangzhao Zhang Mert Pilanci 37 8 0 22 May 2024
Evolving Storytelling: Benchmarks and Methods for New Character Customization with Diffusion Models Xiyu Wang Yufei Wang Satoshi Tsutsui Weisi Lin Bihan Wen Alex C. Kot 35 4 0 20 May 2024
Non-confusing Generation of Customized Concepts in Diffusion Models Wang Lin Jingyuan Chen Jiaxin Shi Yichen Zhu Chen Liang ... Tao Jin Zhou Zhao Fei Wu Shuicheng Yan Hanwang Zhang DiffM 42 11 0 11 May 2024
Customizing Text-to-Image Models with a Single Image Pair Maxwell Jones Sheng-Yu Wang Nupur Kumari David Bau Jun-Yan Zhu DiffM 25 19 0 02 May 2024
MC $^2$ : Multi-concept Guidance for Customized Multi-concept Generation Jiaxiu Jiang Yabo Zhang Kailai Feng Xiaohe Wu Wangmeng Zuo DiffM 34 11 0 08 Apr 2024
Identity Decoupling for Multi-Subject Personalization of Text-to-Image Models Sang-Sub Jang Jaehyeong Jo Kimin Lee Sung Ju Hwang 21 15 0 05 Apr 2024
Implicit Style-Content Separation using B-LoRA Yarden Frenkel Yael Vinker Ariel Shamir Daniel Cohen-Or MoMe OffRL 50 40 0 21 Mar 2024
OMG: Occlusion-friendly Personalized Multi-concept Generation in Diffusion Models Zhe Kong Yong Zhang Tianyu Yang Tao Wang Kaihao Zhang Bizhu Wu Guanying Chen Wei Liu Wenhan Luo DiffM 48 26 0 16 Mar 2024
Controllable Generation with Text-to-Image Diffusion Models: A Survey Pu Cao Feng Zhou Qing-Huang Song Lu Yang 69 35 0 07 Mar 2024
Recovering the Pre-Fine-Tuning Weights of Generative Models Eliahu Horwitz Jonathan Kahana Yedid Hoshen 45 9 0 15 Feb 2024
Training-Free Consistent Text-to-Image Generation Yoad Tewel Omri Kaduri Rinon Gal Yoni Kasten Lior Wolf Gal Chechik Y. Atzmon DiffM 25 52 0 05 Feb 2024
Personalized Restoration via Dual-Pivot Tuning Pradyumna Chari Sizhuo Ma Daniil Ostashev A. Kadambi Gurunandan Krishnan Jian Wang Kfir Aberman DiffM 26 3 0 28 Dec 2023
InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning Jing Shi Wei Xiong Zhe-nan Lin H. J. Jung DiffM 119 278 0 06 Apr 2023
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 267 10,348 0 12 Dec 2018