Multi-Concept Customization of Text-to-Image Diffusion

8 December 2022

Jun-Yan Zhu

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

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Title
IMAGE-ALCHEMY: Advancing subject fidelity in personalised text-to-image generation Amritanshu Tiwari Cherish Puniani Kaustubh Sharma Ojasva Nema DiffM 12 0 0 15 May 2025
Style Customization of Text-to-Vector Generation with Image Diffusion Priors Peiying Zhang Nanxuan Zhao Jing Liao DiffM 28 0 0 15 May 2025
Visually Guided Decoding: Gradient-Free Hard Prompt Inversion with Language Models Donghoon Kim Minji Bae Kyuhong Shim B. Shim 38 0 0 13 May 2025
X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP Hanxun Huang Sarah Monazam Erfani Yige Li Xingjun Ma James Bailey AAML 44 0 0 08 May 2025
Multi-turn Consistent Image Editing Zijun Zhou Yingying Deng Xiangyu He Weiming Dong Fan Tang 50 0 0 07 May 2025
Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability L. Wang Senmao Li Fei Yang Jianye Wang Ziheng Zhang Yong-Jin Liu Y. Wang Jian Yang DiffM 61 0 0 06 May 2025
Distribution-Conditional Generation: From Class Distribution to Creative Generation Fu Feng Yucheng Xie Xu Yang Jing Wang Xin Geng DiffM 31 0 0 06 May 2025
MUSAR: Exploring Multi-Subject Customization from Single-Subject Dataset via Attention Routing Zinan Guo Pengze Zhang Yanze Wu Chong Mou Mingcong Liu Qian He 30 0 0 05 May 2025
Towards Dataset Copyright Evasion Attack against Personalized Text-to-Image Diffusion Models Kuofeng Gao Yufei Zhu Yiming Li Jiawang Bai Yong-Liang Yang Z. Li Shu-Tao Xia 41 0 0 05 May 2025
VSC: Visual Search Compositional Text-to-Image Diffusion Model Do Huu Dat Nam Hyeonu Po Yuan Mao Tae-Hyun Oh DiffM CoGe 64 0 0 02 May 2025
YoChameleon: Personalized Vision and Language Generation Thao Nguyen Krishna Kumar Singh Jing Shi Trung H. Bui Yong Jae Lee Yuheng Li MLLM 82 0 0 29 Apr 2025
RefVNLI: Towards Scalable Evaluation of Subject-driven Text-to-image Generation Aviv Slobodkin Hagai Taitelbaum Yonatan Bitton Brian Gordon Michal Sokolik ... Almog Gueta Royi Rassin Itay Laish Dani Lischinski Idan Szpektor EGVM VGen 43 0 0 24 Apr 2025
DreamO: A Unified Framework for Image Customization Chong Mou Yanze Wu Wenxu Wu Zinan Guo Pengze Zhang ... Shaojin Wu Songtao Zhao Jian Zhang Qian He Xinglong Wu 49 0 0 23 Apr 2025
Subject-driven Video Generation via Disentangled Identity and Motion Daneul Kim Jingxu Zhang W. Jin Sunghyun Cho Qi Dai Jaesik Park Chong Luo DiffM VGen 115 0 0 23 Apr 2025
Structure-Preserving Zero-Shot Image Editing via Stage-Wise Latent Injection in Diffusion Models Dasol Jeong Donggoo Kang Jiwon Park Hyebean Lee Joonki Paik DiffM 27 0 0 22 Apr 2025
"I Know It When I See It": Mood Spaces for Connecting and Expressing Visual Concepts Huzheng Yang Katherine Xu Michael D. Grossberg Yutong Bai Jianbo Shi 36 0 0 21 Apr 2025
LLM-Enabled Style and Content Regularization for Personalized Text-to-Image Generation Anran Yu Wei Feng Yuhang Zhang Xiang Li Lei Meng Lei Wu X. Meng DiffM 22 0 0 19 Apr 2025
Fashion-RAG: Multimodal Fashion Image Editing via Retrieval-Augmented Generation Fulvio Sanguigni Davide Morelli Marcella Cornia Rita Cucchiara DiffM 38 0 0 18 Apr 2025
ArtistAuditor: Auditing Artist Style Pirate in Text-to-Image Generation Models Linkang Du Zheng Zhu M. Chen Zhou Su S. Ji Peng Cheng Jiming Chen Zhikun Zhang DiffM WIGM MLAU 68 0 0 17 Apr 2025
Personalized Text-to-Image Generation with Auto-Regressive Models Kaiyue Sun Xian Liu Yao Teng Xihui Liu 38 0 0 17 Apr 2025
Privacy Protection Against Personalized Text-to-Image Synthesis via Cross-image Consistency Constraints Guanyu Wang Kaidi Wang Yihao Huang Mingyi Zhou Zhang Qing cnwatcher Geguang Pu Li Li DiffM PICV 56 0 0 17 Apr 2025
Anti-Aesthetics: Protecting Facial Privacy against Customized Text-to-Image Synthesis Songping Wang Yueming Lyu Shiqi Liu Ning Li Tong Tong Hao Sun Caifeng Shan PICV 67 0 0 16 Apr 2025
InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework Jiale Tao Yanbing Zhang Qixun Wang Yiji Cheng Haofan Wang ... Ruihuang Li Linqing Wang Chunyu Wang Qin Lin Qinglin Lu DiffM 47 1 0 16 Apr 2025
ViMo: A Generative Visual GUI World Model for App Agent Dezhao Luo Bohan Tang Kang Li Georgios Papoudakis Jifei Song S. Gong Jianye Hao Jun Wang Kun Shao LM&Ro VGen 51 0 0 15 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 50 0 0 15 Apr 2025
BIGS: Bimanual Category-agnostic Interaction Reconstruction from Monocular Videos via 3D Gaussian Splatting Jeongwan On Kyeonghwan Gwak Gunyoung Kang Junuk Cha Soohyun Hwang Hyein Hwang Seungryul Baek 34 0 0 12 Apr 2025
Flux Already Knows -- Activating Subject-Driven Image Generation without Training Hao Kang Stathi Fotiadis Liming Jiang Qing Yan Yumin Jia Zichuan Liu Min Jin Chong Xin Lu 37 0 0 12 Apr 2025
DreamFuse: Adaptive Image Fusion with Diffusion Transformer Junjia Huang Pengxiang Yan Jiyang Liu Jie Wu Zhao Wang Yitong Wang Liang Lin G. Li 35 0 0 11 Apr 2025
Steering CLIP's vision transformer with sparse autoencoders Sonia Joseph Praneet Suresh Ethan Goldfarb Lorenz Hufe Yossi Gandelsman Robert Graham Danilo Bzdok Wojciech Samek Blake A. Richards 51 2 0 11 Apr 2025
FlexIP: Dynamic Control of Preservation and Personality for Customized Image Generation Linyan Huang Haonan Lin Yanning Zhou Kaiwen Xiao 47 0 0 10 Apr 2025
Compass Control: Multi Object Orientation Control for Text-to-Image Generation Rishubh Parihar Vaibhav Agrawal Sachidanand VS R. V. Babu DiffM 36 0 0 09 Apr 2025
A Unified Agentic Framework for Evaluating Conditional Image Generation Jifang Wang Xue Yang Longyue Wang Zhenran Xu Yixuan Wang Yaowei Wang Weihua Luo Kaifu Zhang Baotian Hu Min Zhang EGVM DiffM 72 0 0 09 Apr 2025
Probability Density Geodesics in Image Diffusion Latent Space Qingtao Yu Jaskirat Singh Zhaoyuan Yang Peter Tu Jing Zhang Hongdong Li Richard Hartley Dylan Campbell DiffM 62 0 0 09 Apr 2025
CDM-QTA: Quantized Training Acceleration for Efficient LoRA Fine-Tuning of Diffusion Model Jinming Lu Minghao She Wendong Mao Zhongfeng Wang MQ 38 0 0 08 Apr 2025
Dynamic Objective MPC for Motion Planning of Seamless Docking Maneuvers Oliver Schumann Michael Buchholz Klaus C. J. Dietmayer 40 0 0 04 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
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 71 2 0 03 Apr 2025
Less-to-More Generalization: Unlocking More Controllability by In-Context Generation Shaojin Wu Mengqi Huang Wenxu Wu Yufeng Cheng Fei Ding Qian He DiffM 55 4 0 02 Apr 2025
Multi-party Collaborative Attention Control for Image Customization Han Yang Chuanguang Yang Qiuli Wang Zhulin An Weilun Feng Libo Huang Yongjun Xu DiffM 35 0 0 02 Apr 2025
Consistent Subject Generation via Contrastive Instantiated Concepts Lee Hsin-Ying Kelvin Chan Ming Yang DiffM 95 0 0 31 Mar 2025
JointTuner: Appearance-Motion Adaptive Joint Training for Customized Video Generation Fangda Chen Shanshan Zhao Chuanfu Xu Long Lan VGen 46 0 0 31 Mar 2025
Meta-LoRA: Meta-Learning LoRA Components for Domain-Aware ID Personalization Barış Batuhan Topal Umut Özyurt Zafer Doğan Budak Ramazan Gokberk Cinbis 49 0 0 28 Mar 2025
VideoMage: Multi-Subject and Motion Customization of Text-to-Video Diffusion Models Chi-Pin Huang Yen-Siang Wu Hung-Kai Chung Kai-Po Chang Fu-En Yang Yu-Jie Wang DiffM VGen 55 0 0 27 Mar 2025
VBench-2.0: Advancing Video Generation Benchmark Suite for Intrinsic Faithfulness Dian Zheng Ziqi Huang Hongbo Liu Kai Zou Yinan He ... Yuyao Zhang Jingwen He Wei-Shi Zheng Yu Qiao Ziwei Liu EGVM VGen 48 5 0 27 Mar 2025
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 50 0 0 25 Mar 2025
SITA: Structurally Imperceptible and Transferable Adversarial Attacks for Stylized Image Generation Jingdan Kang Haoxin Yang Yan Cai Huaidong Zhang Xuemiao Xu Yong Du Shengfeng He AAML 44 0 0 25 Mar 2025
ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning Jiaqi Liao Z. Yang Linjie Li Dianqi Li Kevin Qinghong Lin Yu-Xi Cheng Lijuan Wang MLLM LRM 62 0 0 25 Mar 2025
PAVE: Patching and Adapting Video Large Language Models Zhuoming Liu Yiquan Li Khoi Duc Nguyen Yiwu Zhong Yin Li KELM LRM 83 0 0 25 Mar 2025
Training-Free Personalization via Retrieval and Reasoning on Fingerprints Deepayan Das Davide Talon Yiming Wang Massimiliano Mancini Elisa Ricci VLM LRM 48 0 0 24 Mar 2025
Coeff-Tuning: A Graph Filter Subspace View for Tuning Attention-Based Large Models Zichen Miao Wei Chen Qiang Qiu 90 1 0 24 Mar 2025