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
MotionBooth: Motion-Aware Customized Text-to-Video Generation Jianzong Wu Xiangtai Li Yanhong Zeng J. J. Zhang Qianyu Zhou Yining Li Yunhai Tong Kai Chen DiffM VGen 75 40 0 25 Jun 2024
LIPE: Learning Personalized Identity Prior for Non-rigid Image Editing Aoyang Liu Qingnan Fan Shuai Qin Hong Gu Yansong Tang DiffM 58 1 0 25 Jun 2024
Character-Adapter: Prompt-Guided Region Control for High-Fidelity Character Customization Yuhang Ma Wenting Xu Jiji Tang Qinfeng Jin Rongsheng Zhang Zeng Zhao Changjie Fan Zhipeng Hu 46 6 0 24 Jun 2024
DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation Yuang Peng Yuxin Cui Haomiao Tang Zekun Qi Runpei Dong Jing Bai Chunrui Han Zheng Ge Xiangyu Zhang Shu-Tao Xia EGVM 75 31 0 24 Jun 2024
EmoAttack: Emotion-to-Image Diffusion Models for Emotional Backdoor Generation Tianyu Wei Shanmin Pang Qi Guo Yizhuo Ma Yihao Huang Ming-Ming Cheng Qing Guo 132 2 0 22 Jun 2024
Masked Extended Attention for Zero-Shot Virtual Try-On In The Wild Nadav Orzech Yotam Nitzan Ulysse Mizrahi Dov Danon Amit H. Bermano DiffM 35 1 0 21 Jun 2024
Holistic Evaluation for Interleaved Text-and-Image Generation Minqian Liu Zhiyang Xu Zihao Lin Trevor Ashby Joy Rimchala Jiaxin Zhang Lifu Huang EGVM 41 7 0 20 Jun 2024
Stylebreeder: Exploring and Democratizing Artistic Styles through Text-to-Image Models Matthew Zheng Enis Simsar Hidir Yesiltepe Federico Tombari Joel Simon Pinar Yanardag 28 3 0 20 Jun 2024
GenAI-Bench: Evaluating and Improving Compositional Text-to-Visual Generation Baiqi Li Zhiqiu Lin Deepak Pathak Jiayao Li Yixin Fei ... Tiffany Ling Xide Xia Pengchuan Zhang Graham Neubig Deva Ramanan EGVM 49 25 0 19 Jun 2024
AITTI: Learning Adaptive Inclusive Token for Text-to-Image Generation Xinyu Hou Xiaoming Li Chen Change Loy DiffM 43 0 0 18 Jun 2024
Unmasking the Veil: An Investigation into Concept Ablation for Privacy and Copyright Protection in Images Shivank Garg Manyana Tiwari 30 2 0 18 Jun 2024
JEN-1 DreamStyler: Customized Musical Concept Learning via Pivotal Parameters Tuning Boyu Chen Peike Li Yao Yao Alex Wang DiffM 39 3 0 18 Jun 2024
Group and Shuffle: Efficient Structured Orthogonal Parametrization Mikhail Gorbunov Nikolay Yudin Vera Soboleva Aibek Alanov Alexey Naumov Maxim Rakhuba 42 1 0 14 Jun 2024
Interpreting the Weight Space of Customized Diffusion Models Amil Dravid Yossi Gandelsman Kuan-Chieh Jackson Wang Rameen Abdal Gordon Wetzstein Alexei A. Efros Kfir Aberman 34 9 0 13 Jun 2024
Yo'LLaVA: Your Personalized Language and Vision Assistant Thao Nguyen Haotian Liu Yuheng Li Mu Cai Utkarsh Ojha Yong Jae Lee VLM MLLM 62 15 0 13 Jun 2024
Toffee: Efficient Million-Scale Dataset Construction for Subject-Driven Text-to-Image Generation Yufan Zhou Ruiyi Zhang Kaizhi Zheng Nanxuan Zhao Jiuxiang Gu Zichao Wang Xin Eric Wang Tong Sun DiffM 35 2 0 13 Jun 2024
FouRA: Fourier Low Rank Adaptation Shubhankar Borse Shreya Kadambi N. Pandey Kartikeya Bhardwaj Viswanath Ganapathy Sweta Priyadarshi Risheek Garrepalli Rafael Esteves Munawar Hayat Fatih Porikli 42 6 0 13 Jun 2024
MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance X. Wang Siming Fu Qihan Huang Wanggui He Hao Jiang DiffM 48 41 0 11 Jun 2024
Compositional Video Generation as Flow Equalization Xingyi Yang Xinchao Wang DiffM VGen 61 7 0 10 Jun 2024
DiffInject: Revisiting Debias via Synthetic Data Generation using Diffusion-based Style Injection Donggeun Ko Sangwoo Jo Dongjun Lee Namjun Park Jaekwang Kim 32 0 0 10 Jun 2024
PaRa: Personalizing Text-to-Image Diffusion via Parameter Rank Reduction Shangyu Chen Zizheng Pan Jianfei Cai Dinh Q. Phung 45 0 0 09 Jun 2024
AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation Lianyu Pang Jian Yin Baoquan Zhao Feize Wu Fu Lee Wang Qing Li Xudong Mao DiffM 47 1 0 07 Jun 2024
CLoG: Benchmarking Continual Learning of Image Generation Models Haotian Zhang Junting Zhou Haowei Lin Hang Ye Jianhua Zhu Zihao Wang Liangcai Gao Yizhou Wang Yitao Liang DiffM VLM 34 1 0 07 Jun 2024
M&M VTO: Multi-Garment Virtual Try-On and Editing Luyang Zhu Yingwei Li Nan Liu Hao Peng Dawei Yang Ira Kemelmacher-Shlizerman DiffM 52 7 0 06 Jun 2024
Coherent Zero-Shot Visual Instruction Generation Quynh Phung Songwei Ge Jia-Bin Huang 54 2 0 06 Jun 2024
Searching Priors Makes Text-to-Video Synthesis Better Haoran Cheng Liang Peng Linxuan Xia Yuepeng Hu Hengjia Li Qinglin Lu Xiaofei He Boxi Wu VGen DiffM 38 0 0 05 Jun 2024
Tiny models from tiny data: Textual and null-text inversion for few-shot distillation Erik Landolsi Fredrik Kahl DiffM 58 1 0 05 Jun 2024
A-SDM: Accelerating Stable Diffusion through Model Assembly and Feature Inheritance Strategies Jinchao Zhu Yuxuan Wang Siyuan Pan Pengfei Wan Di Zhang Gao Huang 26 0 0 31 May 2024
Spectrum-Aware Parameter Efficient Fine-Tuning for Diffusion Models Xinxi Zhang Song Wen Ligong Han Felix Juefei Xu Akash Srivastava Junzhou Huang Hao Wang Molei Tao Dimitris N. Metaxas DiffM 36 5 0 31 May 2024
AttenCraft: Attention-guided Disentanglement of Multiple Concepts for Text-to-Image Customization Junjie Shentu Matthew Watson Noura Al Moubayed DiffM 49 0 0 28 May 2024
Diffusion Model Patching via Mixture-of-Prompts Seokil Ham Sangmin Woo Jin-Young Kim Hyojun Go Byeongjun Park Changick Kim VLM 34 2 0 28 May 2024
RefDrop: Controllable Consistency in Image or Video Generation via Reference Feature Guidance JiaoJiao Fan Haotian Xue Qinsheng Zhang Yongxin Chen 35 1 0 27 May 2024
RB-Modulation: Training-Free Personalization of Diffusion Models using Stochastic Optimal Control Litu Rout Yujia Chen Nataniel Ruiz Abhishek Kumar C. Caramanis Sanjay Shakkottai Wen-Sheng Chu DiffM 40 23 0 27 May 2024
Transfer Learning for Diffusion Models Yidong Ouyang Liyan Xie Hongyuan Zha Guang Cheng DiffM 57 2 0 27 May 2024
Unified Editing of Panorama, 3D Scenes, and Videos Through Disentangled Self-Attention Injection Gihyun Kwon Jangho Park Jong Chul Ye VGen DiffM 47 0 0 27 May 2024
ClassDiffusion: More Aligned Personalization Tuning with Explicit Class Guidance Jiannan Huang Jun Hao Liew Hanshu Yan Yuyang Yin Yao Zhao Yunchao Wei Yunchao Wei DiffM 90 6 0 27 May 2024
R.A.C.E.: Robust Adversarial Concept Erasure for Secure Text-to-Image Diffusion Model Changhoon Kim Kyle Min Yezhou Yang 42 20 0 25 May 2024
ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models Jingyuan Zhu Shiyu Li Yuxuan Liu Ping-Chia Huang Jiulong Shan Huimin Ma Jian Yuan 37 4 0 24 May 2024
PuzzleAvatar: Assembling 3D Avatars from Personal Albums Yuliang Xiu Yufei Ye Zhen Liu Dimitrios Tzionas Michael J. Black 36 9 0 23 May 2024
FreeTuner: Any Subject in Any Style with Training-free Diffusion Youcan Xu Zhen Wang Jun Xiao Wei Liu Long Chen DiffM 36 9 0 23 May 2024
Text Prompting for Multi-Concept Video Customization by Autoregressive Generation D. Kothandaraman Kihyuk Sohn Ruben Villegas P. Voigtlaender Dinesh Manocha Mohammad Babaeizadeh VGen DiffM 35 2 0 22 May 2024
FreeCustom: Tuning-Free Customized Image Generation for Multi-Concept Composition Ganggui Ding Canyu Zhao Wen Wang Zhen Yang Zide Liu Hao Chen Chunhua Shen DiffM 46 20 0 22 May 2024
Class-Conditional self-reward mechanism for improved Text-to-Image models Safouane El Ghazouali Arnaud Gucciardi Umberto Michelucci EGVM 29 0 0 22 May 2024
Personalized Residuals for Concept-Driven Text-to-Image Generation Cusuh Ham Matthew Fisher James Hays Nicholas I. Kolkin Yuchen Liu Richard Y. Zhang Tobias Hinz DiffM 48 7 0 21 May 2024
DisenStudio: Customized Multi-subject Text-to-Video Generation with Disentangled Spatial Control Hong Chen Xin Wang Yipeng Zhang Yuwei Zhou Zeyang Zhang Siao Tang Wenwu Zhu VGen DiffM 44 9 0 21 May 2024
Multi-Subject Personalization Arushi Jain Shubham Paliwal Monika Sharma Vikram Jamwal L. Vig DiffM 35 1 0 21 May 2024
Text-to-Vector Generation with Neural Path Representation Peiying Zhang Nanxuan Zhao Jing Liao 46 7 0 16 May 2024
Compositional Text-to-Image Generation with Dense Blob Representations Weili Nie Sifei Liu Morteza Mardani Chao Liu Benjamin Eckart Arash Vahdat DiffM 86 17 0 14 May 2024
Training-free Subject-Enhanced Attention Guidance for Compositional Text-to-image Generation Shengyuan Liu Bo Wang Ye Ma Te Yang Xipeng Cao Quan Chen Han Li Di Dong Peng Jiang EGVM 44 2 0 11 May 2024
Non-confusing Generation of Customized Concepts in Diffusion Models Wang Lin Jingyuan Chen Jiaxin Shi Yichen Zhu Chen Liang ... Tao Jin Zhou Zhao Fei Wu Shuicheng Yan Hanwang Zhang DiffM 48 11 0 11 May 2024