A Survey on Personalized Content Synthesis with Diffusion Models

9 May 2024

Zhen Lei

Qing Li

EGVM

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Papers citing "A Survey on Personalized Content Synthesis with Diffusion Models"

42 / 42 papers shown

Title
Prompt to Polyp: Medical Text-Conditioned Image Synthesis with Diffusion Models Mikhail Chaichuk Sushant Gautam Steven A. Hicks Elena Tutubalina DiffM MedIm 30 0 0 08 May 2025
Meta-LoRA: Meta-Learning LoRA Components for Domain-Aware ID Personalization Barış Batuhan Topal Umut Özyurt Zafer Doğan Budak Ramazan Gokberk Cinbis 33 0 0 28 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 45 0 0 17 Mar 2025
PersonaBooth: Personalized Text-to-Motion Generation Boeun Kim Hea In Jeong JungHoon Sung Yihua Cheng Jeongmin Lee ... Sang-Il Choi Younggeun Choi Saim Shin Jungho Kim Hyung Jin Chang DiffM VGen 53 0 0 10 Mar 2025
Personalized Generation In Large Model Era: A Survey Yiyan Xu Jinghao Zhang Alireza Salemi Xinting Hu W. Wang Fuli Feng Hamed Zamani Xiangnan He Tat-Seng Chua 3DV 66 2 0 04 Mar 2025
Foundation Cures Personalization: Improving Personalized Models' Prompt Consistency via Hidden Foundation Knowledge Yiyang Cai Zhengkai Jiang Y. Liu Chunyang Jiang Wei Xue Wenhan Luo Yike Guo 74 0 0 22 Nov 2024
MagicTailor: Component-Controllable Personalization in Text-to-Image Diffusion Models Donghao Zhou Jiancheng Huang J. Bai Jiaze Wang Hao Chen Guangyong Chen Xiaowei Hu Pheng Ann Heng 25 5 0 17 Oct 2024
TextBoost: Towards One-Shot Personalization of Text-to-Image Models via Fine-tuning Text Encoder NaHyeon Park Kunhee Kim Hyunjung Shim DiffM 33 2 1 12 Sep 2024
Slight Corruption in Pre-training Data Makes Better Diffusion Models Hao Chen Yujin Han Diganta Misra Xiang Li Kai Hu Difan Zou Masashi Sugiyama Jindong Wang Bhiksha Raj DiffM 32 5 0 30 May 2024
Protect-Your-IP: Scalable Source-Tracing and Attribution against Personalized Generation Runyi Li Xuanyu Zhang Zhipei Xu Yongbing Zhang Jian Zhang WIGM 29 3 0 26 May 2024
Erasing Concepts from Text-to-Image Diffusion Models with Few-shot Unlearning Masane Fuchi Tomohiro Takagi DiffM VLM 28 13 0 12 May 2024
InstantFamily: Masked Attention for Zero-shot Multi-ID Image Generation Chanran Kim Jeongin Lee Shichang Joung Bongmo Kim Yeul-Min Baek 90 16 0 30 Apr 2024
Infusion: Preventing Customized Text-to-Image Diffusion from Overfitting Weili Zeng Yichao Yan Qi Zhu Zhuo Chen Pengzhi Chu Weiming Zhao Xiaokang Yang 78 7 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 87 22 0 22 Apr 2024
StyleForge: Enhancing Text-to-Image Synthesis for Any Artistic Styles with Dual Binding Junseo Park Beom-Seok Ko Hyeryung Jang DiffM 75 1 0 08 Apr 2024
Generative Active Learning for Image Synthesis Personalization Xu-Lu Zhang Wengyu Zhang Xiao Wei Jinlin Wu Zhaoxiang Zhang Zhen Lei Qing Li 83 1 0 22 Mar 2024
Customize-A-Video: One-Shot Motion Customization of Text-to-Video Diffusion Models Yixuan Ren Yang Zhou Jimei Yang Jing Shi Difan Liu Feng Liu Mingi Kwon Abhinav Shrivastava DiffM VGen 76 34 0 22 Feb 2024
Object-Driven One-Shot Fine-tuning of Text-to-Image Diffusion with Prototypical Embedding Jianxiang Lu Cong Xie Hui Guo DiffM 81 5 0 28 Jan 2024
A Two-stage Personalized Virtual Try-on Framework with Shape Control and Texture Guidance Shufang Zhang Minxue Ni Lei Wang Wenxin Ding Shuai Chen Yuhong Liu DiffM 68 6 0 24 Dec 2023
DreamDistribution: Learning Prompt Distribution for Diverse In-distribution Generation Brian Nlong Zhao Yuhang Xiao Jiashu Xu Xinyang Jiang Yifan Yang Dongsheng Li Laurent Itti Vibhav Vineet Yunhao Ge VLM 93 7 0 21 Dec 2023
Compositional Inversion for Stable Diffusion Models Xu-Lu Zhang Xiao Wei Jinlin Wu Tianyi Zhang Zhaoxiang Zhang Zhen Lei Qing Li 79 14 0 13 Dec 2023
Customizing Motion in Text-to-Video Diffusion Models Joanna Materzyñska Josef Sivic Eli Shechtman Antonio Torralba Richard Zhang Bryan C. Russell VGen DiffM 99 13 0 07 Dec 2023
SAVE: Protagonist Diversification with Structure Agnostic Video Editing Yeji Song Wonsik Shin Junsoo Lee Jeesoo Kim Nojun Kwak DiffM VGen 96 3 0 05 Dec 2023
Portrait Diffusion: Training-free Face Stylization with Chain-of-Painting Jin Liu Huaibo Huang Chao Jin Ran He DiffM 83 7 0 03 Dec 2023
VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video Diffusion Models Hyeonho Jeong Geon Yeong Park Jong Chul Ye VGen DiffM 99 20 0 01 Dec 2023
StyleCrafter: Enhancing Stylized Text-to-Video Generation with Style Adapter Gongye Liu Menghan Xia Yong Zhang Haoxin Chen Jinbo Xing Xintao Wang Yujiu Yang Ying Shan DiffM VGen 128 0 0 01 Dec 2023
An Image is Worth Multiple Words: Multi-attribute Inversion for Constrained Text-to-Image Synthesis Aishwarya Agarwal Srikrishna Karanam Tripti Shukla Balaji Vasan Srinivasan DiffM 92 19 0 20 Nov 2023
Customizing 360-Degree Panoramas through Text-to-Image Diffusion Models Hai Wang Xiaoyu Xiang Yuchen Fan Jing-Hao Xue 75 26 0 28 Oct 2023
LAMP: Learn A Motion Pattern for Few-Shot-Based Video Generation Ruiqi Wu Liangyu Chen Tong Yang Chunle Guo Chongyi Li Xiangyu Zhang DiffM VGen 86 52 0 16 Oct 2023
Enhancing Detail Preservation for Customized Text-to-Image Generation: A Regularization-Free Approach Yufan Zhou Ruiyi Zhang Tongfei Sun Jinhui Xu DiffM 93 36 0 23 May 2023
Key-Locked Rank One Editing for Text-to-Image Personalization Yoad Tewel Rinon Gal Gal Chechik Y. Atzmon DiffM 132 163 0 02 May 2023
Continual Diffusion: Continual Customization of Text-to-Image Diffusion with C-LoRA James Smith Yen-Chang Hsu Lingyu Zhang Ting Hua Z. Kira Yilin Shen Hongxia Jin DiffM 117 94 0 12 Apr 2023
InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning Jing Shi Wei Xiong Zhe-nan Lin H. J. Jung DiffM 113 272 0 06 Apr 2023
Training-Free Layout Control with Cross-Attention Guidance Minghao Chen Iro Laina Andrea Vedaldi DiffM 121 217 0 06 Apr 2023
Cones: Concept Neurons in Diffusion Models for Customized Generation Zhiheng Liu Ruili Feng Kai Zhu Yifei Zhang Kecheng Zheng Yu Liu Deli Zhao Jingren Zhou Yang Cao DiffM 100 116 0 09 Mar 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 244 4,186 0 30 Jan 2023
Re-Imagen: Retrieval-Augmented Text-to-Image Generator Wenhu Chen Hexiang Hu Chitwan Saharia William W. Cohen VLM 111 159 0 29 Sep 2022
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 186 1,098 0 10 Sep 2022
Diffusion Models: A Comprehensive Survey of Methods and Applications Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Bin Cui Ming-Hsuan Yang DiffM MedIm 208 1,277 0 02 Sep 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 380 4,010 0 28 Jan 2022
General Facial Representation Learning in a Visual-Linguistic Manner Yinglin Zheng Hao Yang Ting Zhang Jianmin Bao Dongdong Chen Yangyu Huang Lu Yuan Dong Chen Ming Zeng Fang Wen CVBM 126 161 0 06 Dec 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018