Multi-Concept Customization of Text-to-Image Diffusion

8 December 2022

Jun-Yan Zhu

Papers citing "Multi-Concept Customization of Text-to-Image Diffusion"

50 / 672 papers shown

Title
CLoRA: A Contrastive Approach to Compose Multiple LoRA Models Tuna Han Salih Meral Enis Simsar Federico Tombari Pinar Yanardag MoMe 37 0 0 28 Mar 2024
Locate, Assign, Refine: Taming Customized Promptable Image Inpainting Yulin Pan Chaojie Mao Zeyinzi Jiang Zhen Han Jingfeng Zhang Xiangteng He DiffM 44 2 0 28 Mar 2024
SubjectDrive: Scaling Generative Data in Autonomous Driving via Subject Control Binyuan Huang Yuqing Wen Yucheng Zhao Yaosi Hu Yingfei Liu ... Tiancai Wang Chi Zhang Chang Wen Chen Zhenzhong Chen Xiangyu Zhang 46 15 0 28 Mar 2024
Imperceptible Protection against Style Imitation from Diffusion Models Namhyuk Ahn Wonhyuk Ahn Kiyoon Yoo Daesik Kim Seung-Hun Nam WIGM AAML DiffM 49 5 0 28 Mar 2024
DreamSalon: A Staged Diffusion Framework for Preserving Identity-Context in Editable Face Generation Haonan Lin Mengmeng Wang Yan Chen Wenbin An Yuzhe Yao Guang Dai Qianying Wang Yong-Jin Liu Jingdong Wang DiffM 40 4 0 28 Mar 2024
CPR: Retrieval Augmented Generation for Copyright Protection Aditya Golatkar Alessandro Achille L. Zancato Yu-Xiang Wang Ashwin Swaminathan Stefano Soatto DiffM 27 16 0 27 Mar 2024
Attention Calibration for Disentangled Text-to-Image Personalization Yanbing Zhang Mengping Yang Qin Zhou Zhe Wang 37 15 0 27 Mar 2024
FlashFace: Human Image Personalization with High-fidelity Identity Preservation Shilong Zhang Lianghua Huang Xi Chen Yifei Zhang Zhigang Wu Yutong Feng Wei Wang Yujun Shen Yu Liu Ping Luo 49 17 0 25 Mar 2024
TRIP: Temporal Residual Learning with Image Noise Prior for Image-to-Video Diffusion Models Zhongwei Zhang Fuchen Long Yingwei Pan Zhaofan Qiu Ting Yao Yang Cao Tao Mei VGen 43 23 0 25 Mar 2024
Make-Your-Anchor: A Diffusion-based 2D Avatar Generation Framework Ziyao Huang Fan Tang Yong Zhang Xiaodong Cun Juan Cao Jintao Li Tong-Yee Lee DiffM VGen 45 16 0 25 Mar 2024
Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions S. A. Baumann Felix Krause Michael Neumayr Nick Stracke Vincent Tao Hu Bjorn Ommer Björn Ommer DiffM LM&Ro 70 11 0 25 Mar 2024
Selectively Informative Description can Reduce Undesired Embedding Entanglements in Text-to-Image Personalization Jimyeong Kim Jungwon Park Wonjong Rhee DiffM 38 5 0 22 Mar 2024
MM-Diff: High-Fidelity Image Personalization via Multi-Modal Condition Integration Zhichao Wei Qingkun Su Long Qin Weizhi Wang DiffM 39 6 0 22 Mar 2024
Generative Active Learning for Image Synthesis Personalization Xu-Lu Zhang Wengyu Zhang Xiao Wei Jinlin Wu Zhaoxiang Zhang Zhen Lei Qing Li 110 2 0 22 Mar 2024
Multimodal-Conditioned Latent Diffusion Models for Fashion Image Editing Alberto Baldrati Davide Morelli Marcella Cornia Marco Bertini Rita Cucchiara DiffM 62 8 0 21 Mar 2024
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey Zeyu Han Chao Gao Jinyang Liu Jeff Zhang Sai Qian Zhang 150 310 0 21 Mar 2024
MyVLM: Personalizing VLMs for User-Specific Queries Yuval Alaluf Elad Richardson Sergey Tulyakov Kfir Aberman Daniel Cohen-Or MLLM VLM 38 18 0 21 Mar 2024
Implicit Style-Content Separation using B-LoRA Yarden Frenkel Yael Vinker Ariel Shamir Daniel Cohen-Or MoMe OffRL 53 40 0 21 Mar 2024
Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization Yeji Song Jimyeong Kim Wonhark Park Wonsik Shin Wonjong Rhee Nojun Kwak DiffM 42 3 0 21 Mar 2024
IDAdapter: Learning Mixed Features for Tuning-Free Personalization of Text-to-Image Models Siying Cui Jia Guo Xiang An Jiankang Deng Yongle Zhao Xinyu Wei Ziyong Feng DiffM 33 21 0 20 Mar 2024
FRESCO: Spatial-Temporal Correspondence for Zero-Shot Video Translation Shuai Yang Yifan Zhou Ziwei Liu Chen Change Loy VGen DiffM 69 26 0 19 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 30 19 0 19 Mar 2024
Infinite-ID: Identity-preserved Personalization via ID-semantics Decoupling Paradigm Yi Wu Ziqiang Li Heliang Zheng Chaoyue Wang Bin Li DiffM 60 17 0 18 Mar 2024
LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models Yang Wen Wang Liang Peng Chaotian Song Yao Chen ... Xiaolong Yang Qinglin Lu Deng Cai Boxi Wu Wei Liu MoMe 72 25 0 18 Mar 2024
Fast Personalized Text-to-Image Syntheses With Attention Injection Yuxuan Zhang Yiren Song Jinpeng Yu Han Pan Zhongliang Jing DiffM 35 7 0 17 Mar 2024
Source Prompt Disentangled Inversion for Boosting Image Editability with Diffusion Models Rui Li Ruihuang Li Song Guo Lei Zhang DiffM 37 7 0 17 Mar 2024
OSTAF: A One-Shot Tuning Method for Improved Attribute-Focused T2I Personalization Ye Wang Zili Yi Rui Ma DiffM 36 0 0 17 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 51 26 0 16 Mar 2024
StableGarment: Garment-Centric Generation via Stable Diffusion Rui Wang Hailong Guo Jiaming Liu Huaxia Li Haibo Zhao Xu Tang Yao Hu Hao Tang Peipei Li DiffM 40 13 0 16 Mar 2024
IMPRINT: Generative Object Compositing by Learning Identity-Preserving Representation Yizhi Song Zhifei Zhang Zhe Lin Scott D. Cohen Brian L. Price Jianming Zhang Soo Ye Kim He Zhang Wei Xiong Daniel G. Aliaga DiffM 74 36 0 15 Mar 2024
E4C: Enhance Editability for Text-Based Image Editing by Harnessing Efficient CLIP Guidance Tianrui Huang Pu Cao Lu Yang Chun Liu Mengjie Hu Zhiwei Liu Qing-Huang Song DiffM 49 0 0 15 Mar 2024
Make-Your-3D: Fast and Consistent Subject-Driven 3D Content Generation Fangfu Liu Hanyang Wang Weiliang Chen Haowen Sun Yueqi Duan DiffM 50 11 0 14 Mar 2024
PFStorer: Personalized Face Restoration and Super-Resolution Tuomas Varanka Tapani Toivonen Soumya Tripathy Guoying Zhao Erman Acar DiffM 39 2 0 13 Mar 2024
Block-wise LoRA: Revisiting Fine-grained LoRA for Effective Personalization and Stylization in Text-to-Image Generation Likun Li Haoqi Zeng Changpeng Yang Haozhe Jia Di Xu DiffM 34 4 0 12 Mar 2024
DEADiff: An Efficient Stylization Diffusion Model with Disentangled Representations Tianhao Qi Shancheng Fang Yanze Wu Hongtao Xie Jiawei Liu Lang Chen Qian He Yongdong Zhang DiffM 25 31 0 11 Mar 2024
FaceChain-SuDe: Building Derived Class to Inherit Category Attributes for One-shot Subject-Driven Generation Pengchong Qiao Lei Shang Chang-Shu Liu Baigui Sun Xiang Ji Jie Chen CVBM 36 3 0 11 Mar 2024
Enhancing Semantic Fidelity in Text-to-Image Synthesis: Attention Regulation in Diffusion Models Yang Zhang Teoh Tze Tzun Lim Wei Hern Tiviatis Sim Kenji Kawaguchi DiffM 30 9 0 11 Mar 2024
VideoElevator: Elevating Video Generation Quality with Versatile Text-to-Image Diffusion Models Yabo Zhang Yuxiang Wei Xianhui Lin Zheng Hui Peiran Ren Xuansong Xie Xiangyang Ji Wangmeng Zuo VGen 43 6 0 08 Mar 2024
Improving Diffusion Models for Virtual Try-on Yisol Choi Sangkyung Kwak Kyungmin Lee Hyungwon Choi Jinwoo Shin DiffM 32 21 0 08 Mar 2024
Face2Diffusion for Fast and Editable Face Personalization Kaede Shiohara Toshihiko Yamasaki DiffM 14 11 0 08 Mar 2024
PrimeComposer: Faster Progressively Combined Diffusion for Image Composition with Attention Steering Yibin Wang Weizhong Zhang Jianwei Zheng Cheng Jin DiffM 71 9 0 08 Mar 2024
StableDrag: Stable Dragging for Point-based Image Editing Yutao Cui Xiaotong Zhao Guozhen Zhang Shengming Cao Kai Ma Limin Wang 44 10 0 07 Mar 2024
Controllable Generation with Text-to-Image Diffusion Models: A Survey Pu Cao Feng Zhou Qing-Huang Song Lu Yang 72 37 0 07 Mar 2024
OOTDiffusion: Outfitting Fusion based Latent Diffusion for Controllable Virtual Try-on Yuhao Xu Tao Gu Weifeng Chen Chengcai Chen DiffM 27 51 0 04 Mar 2024
MovieLLM: Enhancing Long Video Understanding with AI-Generated Movies Zhende Song Chenchen Wang Jiamu Sheng C. Zhang Gang Yu Jiayuan Fan Tao Chen VGen 32 19 0 03 Mar 2024
Face Swap via Diffusion Model Feifei Wang DiffM 31 1 0 02 Mar 2024
Diff-Plugin: Revitalizing Details for Diffusion-based Low-level Tasks Yuhao Liu Zhanghan Ke Fang Liu Nanxuan Zhao Rynson W. H. Lau DiffM 35 19 0 01 Mar 2024
RealCustom: Narrowing Real Text Word for Real-Time Open-Domain Text-to-Image Customization Mengqi Huang Zhendong Mao Mingcong Liu Qian He Yongdong Zhang DiffM 45 22 0 01 Mar 2024
Large Convolutional Model Tuning via Filter Subspace Wei Chen Zichen Miao Qiang Qiu 51 3 0 01 Mar 2024
CustomSketching: Sketch Concept Extraction for Sketch-based Image Synthesis and Editing Chufeng Xiao Hongbo Fu DiffM 36 3 0 27 Feb 2024