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
Distilling Diffusion Models into Conditional GANs Minguk Kang Richard Zhang Connelly Barnes Sylvain Paris Suha Kwak Jaesik Park Eli Shechtman Jun-Yan Zhu Taesung Park 46 37 0 09 May 2024
MasterWeaver: Taming Editability and Face Identity for Personalized Text-to-Image Generation Yuxiang Wei Zhilong Ji Jinfeng Bai Hongzhi Zhang Lei Zhang W. Zuo DiffM 49 0 0 09 May 2024
A Survey on Personalized Content Synthesis with Diffusion Models Xu-Lu Zhang Xiao Wei Wengyu Zhang Jinlin Wu Zhaoxiang Zhang Zhen Lei Qing Li Zhen Lei Qing Li EGVM 140 19 0 09 May 2024
FlexEControl: Flexible and Efficient Multimodal Control for Text-to-Image Generation Xuehai He Jian Zheng Jacob Zhiyuan Fang Robinson Piramuthu Mohit Bansal Vicente Ordonez Gunnar A. Sigurdsson Nanyun Peng Xin Eric Wang DiffM 53 1 0 08 May 2024
Exploring Text-based Realistic Building Facades Editing Applicaiton Jing Wang Xin Zhang AI4CE 42 1 0 05 May 2024
iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval Lorenzo Agnolucci Alberto Baldrati Marco Bertini A. Bimbo 38 10 0 05 May 2024
Defect Image Sample Generation With Diffusion Prior for Steel Surface Defect Recognition Yichun Tai Kun Yang Tao Peng Zhenzhen Huang Zhijiang Zhang 37 4 0 03 May 2024
Customizing Text-to-Image Models with a Single Image Pair Maxwell Jones Sheng-Yu Wang Nupur Kumari David Bau Jun-Yan Zhu DiffM 25 19 0 02 May 2024
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation Yupeng Zhou Daquan Zhou Ming-Ming Cheng Jiashi Feng Qibin Hou DiffM VGen 49 88 0 02 May 2024
Improving Subject-Driven Image Synthesis with Subject-Agnostic Guidance Kelvin C. K. Chan Yang Zhao Xuhui Jia Ming-Hsuan Yang Huisheng Wang 22 3 0 02 May 2024
Automated Virtual Product Placement and Assessment in Images using Diffusion Models Mohammad Mahmudul Alam Negin Sokhandan Emmett Goodman DiffM 26 0 0 02 May 2024
Learning to Compose: Improving Object Centric Learning by Injecting Compositionality Whie Jung Jaehoon Yoo Sungjin Ahn Seunghoon Hong OCL CoGe 26 4 0 01 May 2024
Lazy Layers to Make Fine-Tuned Diffusion Models More Traceable Haozhe Liu Wentian Zhang Bing Li Bernard Ghanem Jürgen Schmidhuber DiffM WIGM AAML 36 1 0 01 May 2024
InstantFamily: Masked Attention for Zero-shot Multi-ID Image Generation Chanran Kim Jeongin Lee Shichang Joung Bongmo Kim Yeul-Min Baek 116 15 0 30 Apr 2024
DGE: Direct Gaussian 3D Editing by Consistent Multi-view Editing Minghao Chen Iro Laina Andrea Vedaldi 3DGS 45 23 0 29 Apr 2024
An Analysis of Recent Advances in Deepfake Image Detection in an Evolving Threat Landscape Sifat Muhammad Abdullah Aravind Cheruvu Shravya Kanchi Taejoong Chung Peng Gao Murtuza Jadliwala Bimal Viswanath AAML 29 11 0 24 Apr 2024
Editable Image Elements for Controllable Synthesis Jiteng Mu Michael Gharbi Richard Zhang Eli Shechtman Nuno Vasconcelos Xiaolong Wang Taesung Park DiffM 53 9 0 24 Apr 2024
PuLID: Pure and Lightning ID Customization via Contrastive Alignment Zinan Guo Yanze Wu Zhuowei Chen Lang Chen Qian He DiffM 41 58 0 24 Apr 2024
CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models Qinghe Wang Baolu Li Xiaomin Li Bing Cao Liqian Ma Huchuan Lu Xu Jia DiffM 42 6 0 24 Apr 2024
From Parts to Whole: A Unified Reference Framework for Controllable Human Image Generation Zehuan Huang Hongxing Fan Lipeng Wang Lu Sheng DiffM 39 10 0 23 Apr 2024
Perturbing Attention Gives You More Bang for the Buck: Subtle Imaging Perturbations That Efficiently Fool Customized Diffusion Models Jingyao Xu Yuetong Lu Yandong Li Siyang Lu Dongdong Wang Xiang Wei AAML DiffM 24 10 0 23 Apr 2024
Guess The Unseen: Dynamic 3D Scene Reconstruction from Partial 2D Glimpses Inhee Lee Byungjun Kim Hanbyul Joo 3DGS 72 5 0 22 Apr 2024
Towards Better Text-to-Image Generation Alignment via Attention Modulation Yihang Wu Xiao Cao Kaixin Li Zitan Chen Haonan Wang Lei Meng Zhiyong Huang DiffM 34 5 0 22 Apr 2024
MultiBooth: Towards Generating All Your Concepts in an Image from Text Chenyang Zhu Kai Li Yue Ma Chunming He Li Xiu DiffM 109 23 0 22 Apr 2024
Mixture of LoRA Experts Xun Wu Shaohan Huang Furu Wei MoMe 40 52 0 21 Apr 2024
Pixel is a Barrier: Diffusion Models Are More Adversarially Robust Than We Think Haotian Xue Yongxin Chen DiffM AAML 43 3 0 20 Apr 2024
Customizing Text-to-Image Diffusion with Camera Viewpoint Control Nupur Kumari Grace Su Richard Zhang Taesung Park Eli Shechtman Jun-Yan Zhu DiffM 44 3 0 18 Apr 2024
MoA: Mixture-of-Attention for Subject-Context Disentanglement in Personalized Image Generation Kuan-Chieh Jackson Wang Daniil Ostashev Yuwei Fang Sergey Tulyakov Kfir Aberman 37 23 0 17 Apr 2024
ANCHOR: LLM-driven News Subject Conditioning for Text-to-Image Synthesis Aashish Anantha Ramakrishnan Sharon X. Huang Dongwon Lee 37 0 0 15 Apr 2024
MaxFusion: Plug&Play Multi-Modal Generation in Text-to-Image Diffusion Models Nithin Gopalakrishnan Nair Jeya Maria Jose Valanarasu Vishal M. Patel MoMe 33 7 0 15 Apr 2024
Watermark-embedded Adversarial Examples for Copyright Protection against Diffusion Models Peifei Zhu Tsubasa Takahashi Hirokatsu Kataoka WIGM 34 13 0 15 Apr 2024
CAT: Contrastive Adapter Training for Personalized Image Generation Jae Wan Park Sang Hyun Park Jun Young Koh Junha Lee Min Song 37 5 0 11 Apr 2024
GeoSynth: Contextually-Aware High-Resolution Satellite Image Synthesis S. Sastry Subash Khanal A. Dhakal Nathan Jacobs 63 6 0 09 Apr 2024
ZeST: Zero-Shot Material Transfer from a Single Image Ta-Ying Cheng Prafull Sharma Andrew Markham Niki Trigoni Varun Jampani 41 9 0 09 Apr 2024
MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation Kunpeng Song Yizhe Zhu Bingchen Liu Qing Yan A. Elgammal Xiao Yang DiffM 30 16 0 08 Apr 2024
Investigating the Effectiveness of Cross-Attention to Unlock Zero-Shot Editing of Text-to-Video Diffusion Models Saman Motamed Wouter Van Gansbeke Luc Van Gool VGen DiffM 40 1 0 08 Apr 2024
Mask-ControlNet: Higher-Quality Image Generation with An Additional Mask Prompt Zhiqi Huang Hui Xiong Haoyu Wang Longguang Wang Zhiheng Li DiffM 38 0 0 08 Apr 2024
MC $^2$ : Multi-concept Guidance for Customized Multi-concept Generation Jiaxiu Jiang Yabo Zhang Kailai Feng Xiaohe Wu Wangmeng Zuo DiffM 36 11 0 08 Apr 2024
StyleForge: Enhancing Text-to-Image Synthesis for Any Artistic Styles with Dual Binding Junseo Park Beom-Seok Ko Hyeryung Jang DiffM 98 1 0 08 Apr 2024
Strictly-ID-Preserved and Controllable Accessory Advertising Image Generation Youze Xue Binghui Chen Yifeng Geng Xuansong Xie Jiansheng Chen Hongbing Ma DiffM 29 3 0 07 Apr 2024
Idea-2-3D: Collaborative LMM Agents Enable 3D Model Generation from Interleaved Multimodal Inputs Junhao Chen Xiang Li Xiaojun Ye Chao Li Zhaoxin Fan Hao Zhao VGen 3DV 205 4 0 05 Apr 2024
Identity Decoupling for Multi-Subject Personalization of Text-to-Image Models Sang-Sub Jang Jaehyeong Jo Kimin Lee Sung Ju Hwang 29 15 0 05 Apr 2024
Concept Weaver: Enabling Multi-Concept Fusion in Text-to-Image Models Gihyun Kwon Simon Jenni Dingzeyu Li Joon-Young Lee Jong Chul Ye Fabian Caba Heilbron DiffM 47 13 0 05 Apr 2024
The More You See in 2D, the More You Perceive in 3D Xinyang Han Zelin Gao Angjoo Kanazawa Shubham Goel Yossi Gandelsman DiffM 53 3 0 04 Apr 2024
Evaluating Text-to-Visual Generation with Image-to-Text Generation Zhiqiu Lin Deepak Pathak Baiqi Li Jiayao Li Xide Xia Graham Neubig Pengchuan Zhang Deva Ramanan EGVM 48 129 0 01 Apr 2024
A Unified and Interpretable Emotion Representation and Expression Generation Reni Paskaleva Mykyta Holubakha Andela Ilic Saman Motamed Luc Van Gool D. Paudel 41 2 0 01 Apr 2024
Relation Rectification in Diffusion Model Yinwei Wu Xingyi Yang Xinchao Wang 28 6 0 29 Mar 2024
U-VAP: User-specified Visual Appearance Personalization via Decoupled Self Augmentation You Wu Kean Liu Xiaoyue Mi Fan Tang Juan Cao Jintao Li DiffM 32 4 0 29 Mar 2024
FairRAG: Fair Human Generation via Fair Retrieval Augmentation Robik Shrestha Yang Zou Qiuyu Chen Zhiheng Li Yusheng Xie Siqi Deng VLM 65 18 0 29 Mar 2024
CLoRA: A Contrastive Approach to Compose Multiple LoRA Models Tuna Han Salih Meral Enis Simsar Federico Tombari Pinar Yanardag MoMe 34 0 0 28 Mar 2024