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
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 55 7 0 23 Sep 2024
Dormant: Defending against Pose-driven Human Image Animation Jiachen Zhou Mingsi Wang Tianlin Li Guozhu Meng Kai Chen 67 3 0 22 Sep 2024
JVID: Joint Video-Image Diffusion for Visual-Quality and Temporal-Consistency in Video Generation Hadrien Reynaud Matthew Baugh Mischa Dombrowski Sarah Cechnicka Qingjie Meng Bernhard Kainz VLM 42 0 0 21 Sep 2024
LVCD: Reference-based Lineart Video Colorization with Diffusion Models Zhitong Huang Mohan Zhang Jing Liao DiffM VGen 56 10 0 19 Sep 2024
StoryMaker: Towards Holistic Consistent Characters in Text-to-image Generation Zhengguang Zhou Jing Li Huaxia Li Nemo Chen Xu Tang DiffM VGen 38 8 0 19 Sep 2024
MotionCom: Automatic and Motion-Aware Image Composition with LLM and Video Diffusion Prior Weijing Tao Xiaofeng Yang Miaomiao Cui Guosheng Lin DiffM 26 1 0 16 Sep 2024
GroundingBooth: Grounding Text-to-Image Customization Zhexiao Xiong Wei Xiong Jing Shi He Zhang Yizhi Song Nathan Jacobs DiffM 59 6 0 13 Sep 2024
TextBoost: Towards One-Shot Personalization of Text-to-Image Models via Fine-tuning Text Encoder NaHyeon Park Kunhee Kim Hyunjung Shim DiffM 49 2 1 12 Sep 2024
CustomContrast: A Multilevel Contrastive Perspective For Subject-Driven Text-to-Image Customization Nan Chen Mengqi Huang Zhuowei Chen Yang Zheng Lei Zhang Zhendong Mao DiffM 49 5 0 09 Sep 2024
SPDiffusion: Semantic Protection Diffusion Models for Multi-concept Text-to-image Generation Yang Zhang Rui Zhang Xuecheng Nie Haochen Li Jikun Chen Yifan Hao Xin Zhang Luoqi Liu Ling Li 43 0 0 02 Sep 2024
CoRe: Context-Regularized Text Embedding Learning for Text-to-Image Personalization Feize Wu Yun Pang Junyi Zhang Lianyu Pang Jian Yin Baoquan Zhao Qing Li Xudong Mao DiffM 36 4 0 28 Aug 2024
CustomCrafter: Customized Video Generation with Preserving Motion and Concept Composition Abilities Tao Wu Yong Zhang Xintao Wang Xianpan Zhou Guangcong Zheng Zhongang Qi Ying Shan Xi Li VGen DiffM 24 26 0 23 Aug 2024
Generating Realistic X-ray Scattering Images Using Stable Diffusion and Human-in-the-loop Annotations Zhuowen Zhao Xiaoya Chong Tanny Chavez Alexander Hexemer 53 1 0 22 Aug 2024
VTON-HandFit: Virtual Try-on for Arbitrary Hand Pose Guided by Hand Priors Embedding Yujie Liang Xiaobin Hu Boyuan Jiang Donghao Luo Kai WU Wenhui Han Taisong Jin Chengjie Wang DiffM 37 2 0 22 Aug 2024
Diffusion-Based Visual Art Creation: A Survey and New Perspectives Bingyuan Wang Qifeng Chen Zeyu Wang 49 7 0 22 Aug 2024
Pixel Is Not a Barrier: An Effective Evasion Attack for Pixel-Domain Diffusion Models Chun-Yen Shih Li-Xuan Peng Jia-Wei Liao Ernie Chu Cheng-Fu Chou Jun-Cheng Chen AAML DiffM 41 1 0 21 Aug 2024
Latent Feature and Attention Dual Erasure Attack against Multi-View Diffusion Models for 3D Assets Protection Jingwei Sun Xuchong Zhang Changfeng Sun Qicheng Bai Hongbin Sun AAML DiffM 32 0 0 21 Aug 2024
Anim-Director: A Large Multimodal Model Powered Agent for Controllable Animation Video Generation Yunxin Li Haoyuan Shi Baotian Hu Longyue Wang Jiashun Zhu Jinyi Xu Zhen Zhao Min Zhang VGen 45 5 0 19 Aug 2024
StylePrompter: Enhancing Domain Generalization with Test-Time Style Priors Jiao Zhang Jian Xu Xu-Yao Zhang Cheng-Lin Liu VLM OOD 24 0 0 17 Aug 2024
MagicFace: Training-free Universal-Style Human Image Customized Synthesis Yibin Wang Weizhong Zhang Cheng Jin DiffM 39 3 0 14 Aug 2024
DiffLoRA: Generating Personalized Low-Rank Adaptation Weights with Diffusion Yujia Wu Yiming Shi Jiwei Wei Chengwei Sun Yuyang Zhou Yang Yang Heng Tao Shen 38 3 0 13 Aug 2024
An Analysis for Image-to-Image Translation and Style Transfer Xiaoming Yu Jie Tian Zhenhua Hu VLM 40 0 0 12 Aug 2024
UniPortrait: A Unified Framework for Identity-Preserving Single- and Multi-Human Image Personalization Junjie He Yifeng Geng Liefeng Bo DiffM 51 20 0 12 Aug 2024
BI-MDRG: Bridging Image History in Multimodal Dialogue Response Generation Hee Suk Yoon Eunseop Yoon Joshua Tian Jin Tee Kang Zhang Yu-Jung Heo Du-Seong Chang Chang D. Yoo 36 3 0 12 Aug 2024
Concept Conductor: Orchestrating Multiple Personalized Concepts in Text-to-Image Synthesis Zebin Yao Fangxiang Feng Ruifan Li Xiaojie Wang DiffM 44 1 0 07 Aug 2024
ProCreate, Don't Reproduce! Propulsive Energy Diffusion for Creative Generation Jack Lu Ryan Teehan Mengye Ren DiffM 27 3 0 05 Aug 2024
HAIGEN: Towards Human-AI Collaboration for Facilitating Creativity and Style Generation in Fashion Design Juzheng Zhang Di Wu Hanhui Deng Yidan Long Wenyi Tang Yongqiang Chen Can Liu Zhanpeng Jin Wenlei Zhang Tangquan Qi 32 9 0 01 Aug 2024
Few-shot Defect Image Generation based on Consistency Modeling Qingfeng Shi Jing Wei Fei Shen Zheng Zhang 35 2 0 01 Aug 2024
DDAP: Dual-Domain Anti-Personalization against Text-to-Image Diffusion Models Jing Yang Runping Xi Yingxin Lai Xun Lin Zitong Yu DiffM 34 1 0 29 Jul 2024
PreciseControl: Enhancing Text-To-Image Diffusion Models with Fine-Grained Attribute Control Rishubh Parihar VS Sachidanand Sabariswaran Mani Tejan Karmali R. V. Babu DiffM 39 13 0 24 Jul 2024
DreamVTON: Customizing 3D Virtual Try-on with Personalized Diffusion Models Zhenyu Xie Haoye Dong Yufei Gao Zehua Ma Xiaodan Liang DiffM 42 3 0 23 Jul 2024
Text2Place: Affordance-aware Text Guided Human Placement Rishubh Parihar Harsh Gupta VS Sachidanand R. V. Babu DiffM 36 5 0 22 Jul 2024
LSReGen: Large-Scale Regional Generator via Backward Guidance Framework Bowen Zhang Cheng Yang Xuanhui Liu DiffM 32 0 0 21 Jul 2024
LogoSticker: Inserting Logos into Diffusion Models for Customized Generation Mingkang Zhu Xi Chen Zhongdao Wang Hengshuang Zhao Jiaya Jia DiffM 42 2 0 18 Jul 2024
Subject-driven Text-to-Image Generation via Preference-based Reinforcement Learning Yanting Miao William Loh Suraj Kothawade Pascal Poupart Abdullah Rashwan Yeqing Li EGVM 52 1 0 16 Jul 2024
PersonificationNet: Making customized subject act like a person Tianchu Guo Pengyu Li Biao Wang Xiansheng Hua 36 0 0 12 Jul 2024
Still-Moving: Customized Video Generation without Customized Video Data Hila Chefer Shiran Zada Roni Paiss Ariel Ephrat Omer Tov Michael Rubinstein Lior Wolf Tali Dekel T. Michaeli Inbar Mosseri DiffM VGen 31 20 0 11 Jul 2024
ConceptExpress: Harnessing Diffusion Models for Single-image Unsupervised Concept Extraction Shaozhe Hao Kai Han Zhengyao Lv Shihao Zhao Kwan-Yee K. Wong DiffM CoGe 36 5 0 09 Jul 2024
Powerful and Flexible: Personalized Text-to-Image Generation via Reinforcement Learning Fanyue Wei Wei Zeng Zhenyang Li Dawei Yin Lixin Duan Wen Li EGVM 39 2 0 09 Jul 2024
Sketch-Guided Scene Image Generation Tianyu Zhang Xiaoxuan Xie Xusheng Du H. Xie DiffM 43 2 0 09 Jul 2024
JeDi: Joint-Image Diffusion Models for Finetuning-Free Personalized Text-to-Image Generation Yu Zeng Vishal M. Patel Haochen Wang Xun Huang Ting-Chun Wang Xuan Li Yogesh Balaji DiffM 22 18 0 08 Jul 2024
GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing Zhenyu Wang Aoxue Li Zhenguo Li Xihui Liu MLLM DiffM 46 25 0 08 Jul 2024
An Improved Method for Personalizing Diffusion Models Yan Zeng Masanori Suganuma Takayuki Okatani DiffM 32 1 0 07 Jul 2024
Replication in Visual Diffusion Models: A Survey and Outlook Wenhao Wang Yifan Sun Zongxin Yang Zhengdong Hu Zhentao Tan Yi Yang 86 7 0 07 Jul 2024
PartCraft: Crafting Creative Objects by Parts Kam Woh Ng Xiatian Zhu Yi-Zhe Song Tao Xiang 42 6 0 05 Jul 2024
MIGC++: Advanced Multi-Instance Generation Controller for Image Synthesis Dewei Zhou Y. Li Fan Ma Zongxin Yang Yuqing Yang 101 11 0 02 Jul 2024
Dataset Size Recovery from LoRA Weights Mohammad Salama Jonathan Kahana Eliahu Horwitz Yedid Hoshen 39 5 0 27 Jun 2024
Compositional Image Decomposition with Diffusion Models Jocelin Su Nan Liu Yanbo Wang Joshua B. Tenenbaum Yilun Du CoGe 47 6 0 27 Jun 2024
AlignIT: Enhancing Prompt Alignment in Customization of Text-to-Image Models Aishwarya Agarwal Srikrishna Karanam Balaji Vasan Srinivasan 36 1 0 27 Jun 2024
Diffusion Model-Based Video Editing: A Survey Wenhao Sun Rong-Cheng Tu Jingyi Liao Dacheng Tao VGen 66 22 0 26 Jun 2024