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 / 671 papers shown

Title
LoRA Subtraction for Drift-Resistant Space in Exemplar-Free Continual Learning Xuan Liu Xiaobin Chang CLL 182 0 0 23 Mar 2025
DiffusionTalker: Efficient and Compact Speech-Driven 3D Talking Head via Personalizer-Guided Distillation Peng Chen Xiaobao Wei Ming Lu Hui Chen Feng Tian 39 1 0 23 Mar 2025
DynASyn: Multi-Subject Personalization Enabling Dynamic Action Synthesis Yongjin Choi Chanhun Park Seung Jun Baek DiffM 51 0 0 22 Mar 2025
PVChat: Personalized Video Chat with One-Shot Learning Yufei Shi Weilong Yan Gang Xu Yumeng Li Yongqian Li ZeLin Li Fei Richard Yu Ming Li Si Yong Yeo 43 0 0 21 Mar 2025
Shining Yourself: High-Fidelity Ornaments Virtual Try-on with Diffusion Model Yingmao Miao Zhanpeng Huang Rui Han Zibin Wang Chenhao Lin Chao Shen DiffM 47 0 0 20 Mar 2025
InfiniteYou: Flexible Photo Recrafting While Preserving Your Identity Liming Jiang Qing Yan Yumin Jia Zichuan Liu Hao Kang Xin Lu 49 1 0 20 Mar 2025
Efficient Personalization of Quantized Diffusion Model without Backpropagation H. Seo Wongi Jeong Kyungryeol Lee Se Young Chun DiffM MQ 78 0 0 19 Mar 2025
Visual Persona: Foundation Model for Full-Body Human Customization Jisu Nam Soowon Son Zhan Xu Jing Shi Difan Liu Feng Liu Aashish Misraa Seungryong Kim Yang Zhou DiffM 51 0 0 19 Mar 2025
DefectFill: Realistic Defect Generation with Inpainting Diffusion Model for Visual Inspection Jaewoo Song Daemin Park Kanghyun Baek Sangyub Lee Jooyoung Choi Eunji Kim Sungroh Yoon 57 0 0 18 Mar 2025
BlobCtrl: A Unified and Flexible Framework for Element-level Image Generation and Editing Yaowei Li Lingen Li Zhaoyang Zhang Xiaoyu Li Guangzhi Wang Hongxiang Li Xiaodong Cun Ying Shan Yuexian Zou DiffM 67 1 0 17 Mar 2025
A Comprehensive Survey on Visual Concept Mining in Text-to-image Diffusion Models Ziqiang Li Jun Li Lizhi Xiong Zhangjie Fu Zechao Li VLM 59 0 0 17 Mar 2025
DreamLayer: Simultaneous Multi-Layer Generation via Diffusion Mode Junjia Huang Pengxiang Yan Jinhang Cai Jiyang Liu Zhao Wang Yitong Wang Xinglong Wu Guanbin Li DiffM 72 0 0 17 Mar 2025
Personalize Anything for Free with Diffusion Transformer Haoran Feng Zehuan Huang Lin Li Hairong Lv Lu Sheng DiffM 87 1 0 16 Mar 2025
EditID: Training-Free Editable ID Customization for Text-to-Image Generation Guandong Li Zhaobin Chu DiffM 67 0 0 16 Mar 2025
Att-Adapter: A Robust and Precise Domain-Specific Multi-Attributes T2I Diffusion Adapter via Conditional Variational Autoencoder Wonwoong Cho Yan-Ying Chen M. Klenk David I. Inouye Yanxia Zhang DiffM 168 0 0 15 Mar 2025
Reflect-DiT: Inference-Time Scaling for Text-to-Image Diffusion Transformers via In-Context Reflection Shufan Li Konstantinos Kallidromitis Akash Gokul Arsh Koneru Yusuke Kato Kazuki Kozuka Aditya Grover VLM 70 1 0 15 Mar 2025
Towards Better Alignment: Training Diffusion Models with Reinforcement Learning Against Sparse Rewards Zijing Hu Fengda Zhang Long Chen Kun Kuang Jiahui Li Kaifeng Gao Jun Xiao X. Wang Wenwu Zhu EGVM 56 0 0 14 Mar 2025
GaussianIP: Identity-Preserving Realistic 3D Human Generation via Human-Centric Diffusion Prior Zichen Tang Yuan Yao Miaomiao Cui Liefeng Bo Hongyu Yang 3DGS DiffM 55 0 0 14 Mar 2025
ConceptGuard: Continual Personalized Text-to-Image Generation with Forgetting and Confusion Mitigation Zirun Guo Tao Jin DiffM 48 0 0 13 Mar 2025
Proxy-Tuning: Tailoring Multimodal Autoregressive Models for Subject-Driven Image Generation Yi Wu Lingting Zhu Lei Liu Wandi Qiao Ziqiang Li Lequan Yu Bin Li DiffM 52 0 0 13 Mar 2025
Distilling Diversity and Control in Diffusion Models Rohit Gandikota David Bau 55 1 0 13 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 59 0 0 13 Mar 2025
RealGeneral: Unifying Visual Generation via Temporal In-Context Learning with Video Models Yijing Lin Mengqi Huang Shuhan Zhuang Zhendong Mao VGen 51 0 0 13 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
DAMM-Diffusion: Learning Divergence-Aware Multi-Modal Diffusion Model for Nanoparticles Distribution Prediction Junjie Zhou Shouju Wang Yuxia Tang Qi Zhu Daoqiang Zhang Wei Shao DiffM MedIm 56 1 0 12 Mar 2025
UniCombine: Unified Multi-Conditional Combination with Diffusion Transformer Haoxuan Wang Jinlong Peng Q. He Hao Yang Ying Jin ... Yanjie Pan Zhenye Gan M. Chi Bo Peng Yishuo Wang DiffM 60 0 0 12 Mar 2025
Leveraging Semantic Attribute Binding for Free-Lunch Color Control in Diffusion Models Héctor Laria Alexandra Gomez-Villa Jiang Qin Muhammad Atif Butt Bogdan Raducanu Javier Vázquez-Corral J. Weijer Kai Wang DiffM 62 0 0 12 Mar 2025
Long-horizon Visual Instruction Generation with Logic and Attribute Self-reflection Yucheng Suo Fan Ma Kaixin Shen Linchao Zhu Yi Yang VLM 52 0 0 12 Mar 2025
Unified Dense Prediction of Video Diffusion Lehan Yang Lu Qi Xianrui Li Sheng Li Varun Jampani Ming Yang MDE VOS VGen 63 0 0 12 Mar 2025
InteractEdit: Zero-Shot Editing of Human-Object Interactions in Images Jiun Tian Hoe Weipeng Hu Wei Zhou Chao Xie Ziwei Wang Chee Seng Chan Xudong Jiang Y. Tan 61 0 0 12 Mar 2025
Modular Customization of Diffusion Models via Blockwise-Parameterized Low-Rank Adaptation Mingkang Zhu Xi Chen Zhilin Wang Bei Yu Hengshuang Zhao Jiaya Jia MoMe 55 0 0 11 Mar 2025
MGHanD: Multi-modal Guidance for authentic Hand Diffusion Taehyeon Eum Jieun Choi Tae-Kyun Kim 52 0 0 11 Mar 2025
FaceID-6M: A Large-Scale, Open-Source FaceID Customization Dataset Shuhe Wang Xiaoya Li Jiwei Li G. Wang Xiaofei Sun ... Han Qiu Mo Yu Shengjie Shen Tianwei Zhang Eduard H. Hovy VLM 63 0 0 10 Mar 2025
LatexBlend: Scaling Multi-concept Customized Generation with Latent Textual Blending Jian Jin Zhenbo Yu Yang Shen Zhenyong Fu Jian Yang DiffM 63 0 0 10 Mar 2025
DynamicID: Zero-Shot Multi-ID Image Personalization with Flexible Facial Editability Xirui Hu Jiahao Wang Hao Chen Weizhan Zhang Benqi Wang Yangfu Li Haishun Nan DiffM 67 0 0 09 Mar 2025
Consistent Image Layout Editing with Diffusion Models Tao Xia Yudi Zhang Ting Liu Lei Zhang DiffM 64 1 0 09 Mar 2025
Towards More Accurate Personalized Image Generation: Addressing Overfitting and Evaluation Bias Mingxiao Li Tingyu Qu Tinne Tuytelaars Marie-Francine Moens EGVM 46 0 0 09 Mar 2025
X2I: Seamless Integration of Multimodal Understanding into Diffusion Transformer via Attention Distillation Jian Ma Qirong Peng Xu Guo Chen Chen H. Lu Zhenyu Yang VLM 69 1 0 08 Mar 2025
DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles Rui Zhao Weijia Mao Mike Zheng Shou 66 0 0 05 Mar 2025
Personalized Generation In Large Model Era: A Survey Yiyan Xu Jinghao Zhang Alireza Salemi Xinting Hu Luu Anh Tuan Fuli Feng Hamed Zamani Xiangnan He Tat-Seng Chua 3DV 79 2 0 04 Mar 2025
Generative Modeling of Microweather Wind Velocities for Urban Air Mobility Tristan A. Shah Michael C. Stanley James E. Warner 47 0 0 04 Mar 2025
Jailbreaking Safeguarded Text-to-Image Models via Large Language Models Zhengyuan Jiang Yuepeng Hu Yuqing Yang Yinzhi Cao Neil Gong 67 0 0 03 Mar 2025
ACCORD: Alleviating Concept Coupling through Dependence Regularization for Text-to-Image Diffusion Personalization Shizhan Liu Hao Zheng Hang Yu Jianguo Li DiffM 68 0 0 03 Mar 2025
Learning to Animate Images from A Few Videos to Portray Delicate Human Actions Haoxin Li Yingchen Yu Qilong Wu Hanwang Zhang Boyang Li Song Bai 3DH VGen 150 0 0 01 Mar 2025
Attention Distillation: A Unified Approach to Visual Characteristics Transfer Yang Zhou Xu Gao Zichong Chen Hui Huang DiffM 73 5 0 27 Feb 2025
High-Fidelity Relightable Monocular Portrait Animation with Lighting-Controllable Video Diffusion Model Mingtao Guo Guanyu Xing Yanli Liu DiffM VGen 68 0 0 27 Feb 2025
K-LoRA: Unlocking Training-Free Fusion of Any Subject and Style LoRAs Ziheng Ouyang Zhen Li Qibin Hou MoMe OffRL 136 2 0 25 Feb 2025
FlipConcept: Tuning-Free Multi-Concept Personalization for Text-to-Image Generation Young Beom Woo Sun Eung Kim DiffM 48 0 0 24 Feb 2025
Data Attribution for Text-to-Image Models by Unlearning Synthesized Images Sheng-Yu Wang Aaron Hertzmann Alexei A. Efros Jun-Yan Zhu Richard Zhang TDI 128 2 0 21 Feb 2025
DP-Adapter: Dual-Pathway Adapter for Boosting Fidelity and Text Consistency in Customizable Human Image Generation Ye Wang Xuping Xie Lanjun Wang Zili Yi Rui Ma DiffM 97 0 0 21 Feb 2025