ZipLoRA: Any Subject in Any Style by Effectively Merging LoRAs

22 November 2023

Nataniel Ruiz

Yuanzhen Li

Papers citing "ZipLoRA: Any Subject in Any Style by Effectively Merging LoRAs"

50 / 78 papers shown

Title
ICAS: IP Adapter and ControlNet-based Attention Structure for Multi-Subject Style Transfer Optimization Fuwei Liu DiffM 36 0 0 17 Apr 2025
DuoLoRA : Cycle-consistent and Rank-disentangled Content-Style Personalization Aniket Roy Shubhankar Borse Shreya Kadambi Debasmit Das Shweta Mahajan ... Hyojin Park Ankita Nayak Rama Chellappa Munawar Hayat Fatih Porikli MoMe 46 0 0 15 Apr 2025
FLoRA: Sample-Efficient Preference-based RL via Low-Rank Style Adaptation of Reward Functions Daniel Marta Simon Holk Miguel Vasco Jens Lundell Timon Homberger F. L. Busch Olov Andersson Danica Kragic Iolanda Leite 38 0 0 14 Apr 2025
A Training-Free Style-aligned Image Generation with Scale-wise Autoregressive Model Jihun Park Jongmin Gim Kyoungmin Lee Minseok Oh Minwoo Choi Jaeyeul Kim Woo Chool Park Sunghoon Im DiffM 25 0 0 08 Apr 2025
PAVE: Patching and Adapting Video Large Language Models Zhuoming Liu Yiquan Li Khoi Duc Nguyen Yiwu Zhong Yin Li KELM LRM 79 0 0 25 Mar 2025
Single Image Iterative Subject-driven Generation and Editing Yair Shpitzer Gal Chechik Idan Schwartz 48 0 0 20 Mar 2025
Personalize Anything for Free with Diffusion Transformer Haoran Feng Zehuan Huang Lin Li Hairong Lv Lu Sheng DiffM 74 1 0 16 Mar 2025
ConsisLoRA: Enhancing Content and Style Consistency for LoRA-based Style Transfer Bolin Chen Baoquan Zhao H. Xie Yi Cai Qing Li Xudong Mao DiffM 51 0 0 13 Mar 2025
Charting and Navigating Hugging Face's Model Atlas Eliahu Horwitz Nitzan Kurer Jonathan Kahana Liel Amar Yedid Hoshen 31 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 52 0 0 11 Mar 2025
SubZero: Composing Subject, Style, and Action via Zero-Shot Personalization Shubhankar Borse K. Bhardwaj Mohammad Reza Karimi Dastjerdi Hyojin Park Shreya Kadambi ... Prathamesh Mandke Ankita Nayak Harris Teague Munawar Hayat Fatih Porikli DiffM 81 1 0 27 Feb 2025
K-LoRA: Unlocking Training-Free Fusion of Any Subject and Style LoRAs Ziheng Ouyang Zhen Li Qibin Hou MoMe OffRL 92 2 0 25 Feb 2025
Parameter Efficient Merging for Multimodal Large Language Models with Complementary Parameter Adaptation Fanhu Zeng Haiyang Guo Fei Zhu Li Shen Hao Tang MoMe 49 1 0 24 Feb 2025
Phantom: Subject-consistent video generation via cross-modal alignment Lijie Liu Tianxiang Ma Bingchuan Li Zhuowei Chen Jiawei Liu Qian He Xinglong Wu Qian He Xinglong Wu DiffM VGen 50 5 0 16 Feb 2025
Fine Tuning without Catastrophic Forgetting via Selective Low Rank Adaptation Reza Akbarian Bafghi Carden Bagwell Avinash Ravichandran Ashish Shrivastava M. Raissi 40 0 0 28 Jan 2025
Sparse High Rank Adapters K. Bhardwaj N. Pandey Sweta Priyadarshi Viswanath Ganapathy Rafael Esteves ... P. Whatmough Risheek Garrepalli M. V. Baalen Harris Teague Markus Nagel MQ 33 4 0 28 Jan 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 98 2 0 21 Jan 2025
Nested Attention: Semantic-aware Attention Values for Concept Personalization Or Patashnik Rinon Gal Daniil Ostashev Sergey Tulyakov Kfir Aberman Daniel Cohen-Or DiffM 30 5 0 03 Jan 2025
Conditional Balance: Improving Multi-Conditioning Trade-Offs in Image Generation Nadav Cohen O. Nir Ariel Shamir DiffM 33 1 0 31 Dec 2024
A LoRA is Worth a Thousand Pictures Chenxi Liu Towaki Takikawa Alec Jacobson DiffM OffRL 70 2 0 16 Dec 2024
SafetyDPO: Scalable Safety Alignment for Text-to-Image Generation Runtao Liu Chen I Chieh Jindong Gu Jipeng Zhang Renjie Pi Qifeng Chen Philip H. S. Torr Ashkan Khakzar Fabio Pizzati EGVM 99 0 0 13 Dec 2024
DECOR:Decomposition and Projection of Text Embeddings for Text-to-Image Customization Geonhui Jang Jin-Hwa Kim Yong-Hyun Park Junho Kim Gayoung Lee Yonghyun Jeong DiffM 75 0 0 12 Dec 2024
UnZipLoRA: Separating Content and Style from a Single Image Chang Liu Viraj Shah Aiyu Cui Svetlana Lazebnik 62 4 0 05 Dec 2024
MV-Adapter: Multi-view Consistent Image Generation Made Easy Zehuan Huang Y. Guo Haoran Wang Ran Yi Lizhuang Ma Yan-Pei Cao Lu Sheng 107 8 0 04 Dec 2024
LoRA of Change: Learning to Generate LoRA for the Editing Instruction from A Single Before-After Image Pair Xue Song Jiequan Cui H. Zhang Jiaxin Shi Jingjing Chen Chi Zhang Yu-Gang Jiang 89 0 0 28 Nov 2024
Multi LoRA Meets Vision: Merging multiple adapters to create a multi task model Ege Kesim Selahattin Serdar Helli MoMe 75 0 0 21 Nov 2024
IterIS: Iterative Inference-Solving Alignment for LoRA Merging Hongxu Chen Runshi Li Bowei Zhu Zhen Wang Long Chen MoMe 91 0 0 21 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 47 6 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
Model merging with SVD to tie the Knots George Stoica Pratik Ramesh B. Ecsedi Leshem Choshen Judy Hoffman MoMe 29 8 0 25 Oct 2024
HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation Bo Cheng Yuhang Ma Liebucha Wu Shanyuan Liu Ao Ma Xiaoyu Wu Dawei Leng Yuhui Yin DiffM 22 8 0 18 Oct 2024
LoRA Soups: Merging LoRAs for Practical Skill Composition Tasks Akshara Prabhakar Yuanzhi Li Karthik Narasimhan Sham Kakade Eran Malach Samy Jelassi MoMe 21 9 0 16 Oct 2024
Local and Global Decoding in Text Generation Daniel Gareev Thomas Hofmann Ezhilmathi Krishnasamy Tiago Pimentel 29 0 0 14 Oct 2024
Low-Rank Continual Personalization of Diffusion Models Łukasz Staniszewski Katarzyna Zaleska Kamil Deja DiffM 37 0 0 07 Oct 2024
What Matters for Model Merging at Scale? Prateek Yadav Tu Vu Jonathan Lai Alexandra Chronopoulou Manaal Faruqui Mohit Bansal Tsendsuren Munkhdalai MoMe 44 12 0 04 Oct 2024
Realistic Evaluation of Model Merging for Compositional Generalization Derek Tam Yash Kant Brian Lester Igor Gilitschenski Colin Raffel MoMe 21 5 0 26 Sep 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 44 7 0 23 Sep 2024
Diffusion-Based Visual Art Creation: A Survey and New Perspectives Bingyuan Wang Qifeng Chen Zeyu Wang 41 7 0 22 Aug 2024
EELE: Exploring Efficient and Extensible LoRA Integration in Emotional Text-to-Speech Xin Qi Ruibo Fu Zhengqi Wen Jianhua Tao Shuchen Shi ... Yuankun Xie Yukun Liu Guanjun Li Xuefei Liu Yongwei Li 27 1 0 20 Aug 2024
Photorealistic Object Insertion with Diffusion-Guided Inverse Rendering Ruofan Liang Zan Gojcic Merlin Nimier-David David Acuna Nandita Vijaykumar Sanja Fidler Zian Wang DiffM 41 8 0 19 Aug 2024
Token Compensator: Altering Inference Cost of Vision Transformer without Re-Tuning Shibo Jie Yehui Tang Jianyuan Guo Zhi-Hong Deng Kai Han Yunhe Wang VLM 23 2 0 13 Aug 2024
MoDE: Effective Multi-task Parameter Efficient Fine-Tuning with a Mixture of Dyadic Experts Lin Ning Harsh Lara Meiqi Guo Abhinav Rastogi MoMe MoE 24 1 0 02 Aug 2024
Rapid Switching and Multi-Adapter Fusion via Sparse High Rank Adapters Kartikeya Bhardwaj N. Pandey Sweta Priyadarshi Viswanath Ganapathy Rafael Esteves ... Paul N. Whatmough Risheek Garrepalli M. V. Baalen Harris Teague Markus Nagel MoMe 18 0 0 22 Jul 2024
SMooDi: Stylized Motion Diffusion Model Lei Zhong Yiming Xie Varun Jampani Deqing Sun Huaizu Jiang DiffM 42 15 0 17 Jul 2024
MagMax: Leveraging Model Merging for Seamless Continual Learning Daniel Marczak Bartłomiej Twardowski Tomasz Trzciñski Sebastian Cygert MoMe CLL 39 17 0 08 Jul 2024
Replication in Visual Diffusion Models: A Survey and Outlook Wenhao Wang Yifan Sun Zongxin Yang Zhengdong Hu Zhentao Tan Yi Yang 68 6 0 07 Jul 2024
Magic Insert: Style-Aware Drag-and-Drop Nataniel Ruiz Yuanzhen Li Neal Wadhwa Yael Pritch Michael Rubinstein David E. Jacobs Shlomi Fruchter DiffM 30 7 0 02 Jul 2024
Compositional Image Decomposition with Diffusion Models Jocelin Su Nan Liu Yanbo Wang Joshua B. Tenenbaum Yilun Du CoGe 34 5 0 27 Jun 2024
Style-NeRF2NeRF: 3D Style Transfer From Style-Aligned Multi-View Images Haruo Fujiwara Yusuke Mukuta Tatsuya Harada 34 4 0 19 Jun 2024
Compress then Serve: Serving Thousands of LoRA Adapters with Little Overhead Rickard Brüel-Gabrielsson Jiacheng Zhu Onkar Bhardwaj Leshem Choshen Kristjan Greenewald Mikhail Yurochkin Justin Solomon 28 5 0 17 Jun 2024