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MagicTailor: Component-Controllable Personalization in Text-to-Image Diffusion Models

17 October 2024

Papers citing "MagicTailor: Component-Controllable Personalization in Text-to-Image Diffusion Models"

50 / 60 papers shown

Title
K-LoRA: Unlocking Training-Free Fusion of Any Subject and Style LoRAs Ziheng Ouyang Zhen Li Qibin Hou MoMe OffRL 214 4 0 25 Feb 2025
An Item is Worth a Prompt: Versatile Image Editing with Disentangled Control Aosong Feng Weikang Qiu Jinbin Bai Xiao Zhang Zhen Dong Kaicheng Zhou Rex Ying Leandros Tassiulas DiffM 106 6 0 28 Jan 2025
Dual-Schedule Inversion: Training- and Tuning-Free Inversion for Real Image Editing Jiancheng Huang Yi Huang Jianzhuang Liu Donghao Zhou Yang Liu Shifeng Chen DiffM 146 1 0 15 Dec 2024
HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing Jinbin Bai Wei Chow L. Yang Hefei Ling Juncheng Billy Li Hao Zhang Shuicheng Yan 169 10 0 05 Dec 2024
GPT-4o System Card OpenAI OpenAI : Aaron Hurst Adam Lerer Adam P. Goucher ... Yuchen He Yuchen Zhang Yujia Jin Yunxing Dai Yury Malkov MLLM 204 1,020 0 25 Oct 2024
Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis Jinbin Bai Tian-Chun Ye Wei Chow Enxin Song Qing-Guo Chen Hefei Ling Zhen Dong Lei Zhu 131 19 0 10 Oct 2024
DiffX: Guide Your Layout to Cross-Modal Generative Modeling Zeyu Wang Jingyu Lin Yifei Qian Yi Huang Shicen Tian ... Qu Yang Lan Du Cunjian Chen Yufei Guo Kejie Huang DiffM VLM 62 3 0 22 Jul 2024
PartCraft: Crafting Creative Objects by Parts Kam Woh Ng Xiatian Zhu Yi-Zhe Song Tao Xiang 81 8 0 05 Jul 2024
A Survey on Personalized Content Synthesis with Diffusion Models Xu-Lu Zhang Xiao Wei Wengyu Zhang Jinlin Wu Jiaxin Wu Zhen Lei Zhaoxiang Zhang Zhen Lei Qing Li EGVM 190 22 0 09 May 2024
From Parts to Whole: A Unified Reference Framework for Controllable Human Image Generation Zehuan Huang Hongxing Fan Lipeng Wang Lu Sheng DiffM 64 11 0 23 Apr 2024
InstantMesh: Efficient 3D Mesh Generation from a Single Image with Sparse-view Large Reconstruction Models Jiale Xu Weihao Cheng Yiming Gao Xintao Wang Shenghua Gao Ying Shan 3DGS 78 208 0 10 Apr 2024
MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation Kunpeng Song Yizhe Zhu Bingchen Liu Qing Yan A. Elgammal Xiao Yang DiffM 62 22 0 08 Apr 2024
Selectively Informative Description can Reduce Undesired Embedding Entanglements in Text-to-Image Personalization Jimyeong Kim Jungwon Park Wonjong Rhee DiffM 79 5 0 22 Mar 2024
Tuning-Free Image Customization with Image and Text Guidance Pengzhi Li Qiang Nie Ying Chen Xi Jiang Kai Wu Yuhuan Lin Yong-Jin Liu Jinlong Peng Chengjie Wang Feng Zheng DiffM 56 20 0 19 Mar 2024
Diffusion Model-Based Image Editing: A Survey Yi Huang Jiancheng Huang Yifan Liu Mingfu Yan Jiaxi Lv Jianzhuang Liu Wei Xiong He Zhang Liangliang Cao Liangliang Cao EGVM 161 102 0 27 Feb 2024
Visual Style Prompting with Swapping Self-Attention Jaeseok Jeong Junho Kim Yunjey Choi Gayoung Lee Youngjung Uh DiffM 69 43 0 20 Feb 2024
DiffEditor: Boosting Accuracy and Flexibility on Diffusion-based Image Editing Chong Mou Xintao Wang Jie Song Ying Shan Jian Zhang DiffM 62 55 0 04 Feb 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 120 444 0 25 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 81 255 0 15 Jan 2024
Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels Haoning Wu Zicheng Zhang Weixia Zhang Chaofeng Chen Liang Liao ... Wenxiu Sun Qiong Yan Xiongkuo Min Guangtao Zhai Weisi Lin 62 159 0 28 Dec 2023
SSR-Encoder: Encoding Selective Subject Representation for Subject-Driven Generation Yuxuan Zhang Yiren Song Jiaming Liu Rui Wang Jinpeng Yu ... Huaxia Li Xu Tang Yao Hu Han Pan Zhongliang Jing 80 69 0 26 Dec 2023
PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding Zhen Li Mingdeng Cao Xintao Wang Zhongang Qi Ming-Ming Cheng Ying Shan DiffM 101 200 0 07 Dec 2023
DreamInpainter: Text-Guided Subject-Driven Image Inpainting with Diffusion Models Shaoan Xie Yang Zhao Zhisheng Xiao Kelvin C. K. Chan Yandong Li Yanwu Xu Kun Zhang Tingbo Hou DiffM 82 27 0 05 Dec 2023
CLiC: Concept Learning in Context Mehdi Safaee Aryan Mikaeili Or Patashnik Daniel Cohen-Or Ali Mahdavi-Amiri 63 11 0 28 Nov 2023
Integrating View Conditions for Image Synthesis Jinbin Bai Zhen Dong Aosong Feng Xiao Zhang Tian-Chun Ye Kaicheng Zhou 99 14 0 24 Oct 2023
PixArt- $α$ : Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis Junsong Chen Jincheng Yu Chongjian Ge Lewei Yao Enze Xie ... Zhongdao Wang James T. Kwok Ping Luo Huchuan Lu Zhenguo Li DiffM 104 456 0 30 Sep 2023
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis Dustin Podell Zion English Kyle Lacey A. Blattmann Tim Dockhorn Jonas Muller Joe Penna Robin Rombach 249 2,447 0 04 Jul 2023
DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data Stephanie Fu Netanel Y. Tamir Shobhita Sundaram Lucy Chai Richard Y. Zhang Tali Dekel Phillip Isola EGVM 78 112 0 15 Jun 2023
RAPHAEL: Text-to-Image Generation via Large Mixture of Diffusion Paths Zeyue Xue Guanglu Song Qiushan Guo Boxiao Liu Zhuofan Zong Yu Liu Ping Luo DiffM 128 136 0 29 May 2023
Mix-of-Show: Decentralized Low-Rank Adaptation for Multi-Concept Customization of Diffusion Models Yuchao Gu Xintao Wang Jay Zhangjie Wu Yujun Shi Yunpeng Chen ... Shuning Chang Wei Wu Yixiao Ge Ying Shan Mike Zheng Shou DiffM 111 177 0 29 May 2023
Break-A-Scene: Extracting Multiple Concepts from a Single Image Omri Avrahami Kfir Aberman Ohad Fried Daniel Cohen-Or Dani Lischinski VLM DiffM 65 176 0 25 May 2023
FastComposer: Tuning-Free Multi-Subject Image Generation with Localized Attention Guangxuan Xiao Tianwei Yin William T. Freeman F. Durand Song Han VGen DiffM 135 254 0 17 May 2023
DINOv2: Learning Robust Visual Features without Supervision Maxime Oquab Timothée Darcet Théo Moutakanni Huy Q. Vo Marc Szafraniec ... Hervé Jégou Julien Mairal Patrick Labatut Armand Joulin Piotr Bojanowski VLM CLIP SSL 375 3,489 0 14 Apr 2023
InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning Jing Shi Wei Xiong Zhe Lin H. J. Jung DiffM 168 294 0 06 Apr 2023
LayoutDiffusion: Controllable Diffusion Model for Layout-to-image Generation Guangcong Zheng Xianpan Zhou Xuewei Li Zhongang Qi Ying Shan Xi Li DiffM 82 190 0 30 Mar 2023
SVDiff: Compact Parameter Space for Diffusion Fine-Tuning Ligong Han Yinxiao Li Han Zhang P. Milanfar Dimitris N. Metaxas Feng Yang DiffM 94 286 0 20 Mar 2023
Cones: Concept Neurons in Diffusion Models for Customized Generation Zhiheng Liu Ruili Feng Kai Zhu Yifei Zhang Kecheng Zheng Yu Liu Deli Zhao Jingren Zhou Yang Cao DiffM 146 129 0 09 Mar 2023
ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation Yuxiang Wei Yabo Zhang Zhilong Ji Jinfeng Bai Lei Zhang W. Zuo DiffM 92 328 0 27 Feb 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 182 4,168 1 10 Feb 2023
SmartBrush: Text and Shape Guided Object Inpainting with Diffusion Model Shaoan Xie Zhifei Zhang Zhe Lin Tobias Hinz Kun Zhang DiffM 75 246 0 09 Dec 2022
Multi-Concept Customization of Text-to-Image Diffusion Nupur Kumari Bin Zhang Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 165 874 0 08 Dec 2022
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation Nataniel Ruiz Yuanzhen Li Varun Jampani Yael Pritch Michael Rubinstein Kfir Aberman 279 2,888 0 25 Aug 2022
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion Rinon Gal Yuval Alaluf Yuval Atzmon Or Patashnik Amit H. Bermano Gal Chechik Daniel Cohen-Or 164 1,894 0 02 Aug 2022
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation Jiahui Yu Yuanzhong Xu Jing Yu Koh Thang Luong Gunjan Baid ... Zarana Parekh Xin Li Han Zhang Jason Baldridge Yonghui Wu EGVM 197 1,129 0 22 Jun 2022
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding Chitwan Saharia William Chan Saurabh Saxena Lala Li Jay Whang ... Raphael Gontijo-Lopes Tim Salimans Jonathan Ho David J Fleet Mohammad Norouzi VLM 461 6,067 0 23 May 2022
CogView2: Faster and Better Text-to-Image Generation via Hierarchical Transformers Ming Ding Wendi Zheng Wenyi Hong Jie Tang VLM 117 334 0 28 Apr 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 413 6,908 0 13 Apr 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 493 15,734 0 20 Dec 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 490 10,496 0 17 Jun 2021
CogView: Mastering Text-to-Image Generation via Transformers Ming Ding Zhuoyi Yang Wenyi Hong Wendi Zheng Chang Zhou ... Junyang Lin Xu Zou Zhou Shao Hongxia Yang Jie Tang ViT VLM 125 782 0 26 May 2021