Title
Event-Customized Image Generation Zhen Wang Yilei Jiang Dong Zheng Jun Xiao Long Chen DiffM 26 1 0 03 Oct 2024
Storynizor: Consistent Story Generation via Inter-Frame Synchronized and Shuffled ID Injection Yuhang Ma Wenting Xu Chaoyi Zhao Keqiang Sun Qinfeng Jin Zeng Zhao Changjie Fan Zhipeng Hu VGen DiffM 25 1 0 29 Sep 2024
Conditional Image Synthesis with Diffusion Models: A Survey Zheyuan Zhan Defang Chen Jian-Ping Mei Zhenghe Zhao Jiawei Chen Chun Chen Siwei Lyu Can Wang VLM 38 5 0 28 Sep 2024
Realistic Evaluation of Model Merging for Compositional Generalization Derek Tam Yash Kant Brian Lester Igor Gilitschenski Colin Raffel MoMe 21 5 0 26 Sep 2024
Resolving Multi-Condition Confusion for Finetuning-Free Personalized Image Generation Qihan Huang Siming Fu Jinlong Liu Hao Jiang Yipeng Yu Jie Song 26 5 0 26 Sep 2024
AnyLogo: Symbiotic Subject-Driven Diffusion System with Gemini Status Jinghao Zhang Wen Qian Hao Luo Fan Wang Feng Zhao DiffM 26 0 0 26 Sep 2024
NanoVoice: Efficient Speaker-Adaptive Text-to-Speech for Multiple Speakers Nohil Park Heeseung Kim Che Hyun Lee Jooyoung Choi Jiheum Yeom Sungroh Yoon 23 2 0 24 Sep 2024
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 47 7 0 23 Sep 2024
TextBoost: Towards One-Shot Personalization of Text-to-Image Models via Fine-tuning Text Encoder NaHyeon Park Kunhee Kim Hyunjung Shim DiffM 47 2 1 12 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 36 0 0 02 Sep 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
UniPortrait: A Unified Framework for Identity-Preserving Single- and Multi-Human Image Personalization Junjie He Yifeng Geng Liefeng Bo DiffM 44 20 0 12 Aug 2024
Concept Conductor: Orchestrating Multiple Personalized Concepts in Text-to-Image Synthesis Zebin Yao Fangxiang Feng Ruifan Li Xiaojie Wang DiffM 31 1 0 07 Aug 2024
Rapid Switching and Multi-Adapter Fusion via Sparse High Rank Adapters Kartikeya Bhardwaj N. Pandey Sweta Priyadarshi Viswanath Ganapathy Rafael Esteves ... Paul N. Whatmough Risheek Garrepalli M. V. Baalen Harris Teague Markus Nagel MoMe 18 0 0 22 Jul 2024
Sketch-Guided Scene Image Generation Tianyu Zhang Xiaoxuan Xie Xusheng Du H. Xie DiffM 33 2 0 09 Jul 2024
A Survey on LoRA of Large Language Models Yuren Mao Yuhang Ge Yijiang Fan Wenyi Xu Yu Mi Zhonghao Hu Yunjun Gao ALM 52 23 0 08 Jul 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 29 6 0 24 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 18 3 0 20 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 34 7 0 13 Jun 2024
Zero-shot Image Editing with Reference Imitation Xi Chen Yutong Feng Mengting Chen Yiyang Wang Shilong Zhang Yu Liu Yujun Shen Hengshuang Zhao DiffM 30 21 0 11 Jun 2024
MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance X. Wang Siming Fu Qihan Huang Wanggui He Hao Jiang DiffM 36 41 0 11 Jun 2024
PaRa: Personalizing Text-to-Image Diffusion via Parameter Rank Reduction Shangyu Chen Zizheng Pan Jianfei Cai Dinh Q. Phung 42 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 37 1 0 07 Jun 2024
AutoStudio: Crafting Consistent Subjects in Multi-turn Interactive Image Generation Junhao Cheng Xi Lu Hanhui Li Khun Loun Zai Baiqiao Yin Yuhao Cheng Yiqiang Yan Xiaodan Liang DiffM VGen 29 10 0 03 Jun 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
I2VEdit: First-Frame-Guided Video Editing via Image-to-Video Diffusion Models Wenqi Ouyang Yi Dong Lei Yang Jianlou Si Xingang Pan VGen DiffM 37 11 0 26 May 2024
User-Friendly Customized Generation with Multi-Modal Prompts Linhao Zhong Yan Hong Wentao Chen Binglin Zhou Yiyi Zhang Jianfu Zhang Liqing Zhang DiffM 35 0 0 26 May 2024
Spectral Adapter: Fine-Tuning in Spectral Space Fangzhao Zhang Mert Pilanci 35 8 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 33 20 0 22 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 34 9 0 21 May 2024
Evolving Storytelling: Benchmarks and Methods for New Character Customization with Diffusion Models Xiyu Wang Yufei Wang Satoshi Tsutsui Weisi Lin Bihan Wen Alex C. Kot 35 4 0 20 May 2024
Enhancing Understanding Through Wildlife Re-Identification J. Buitenhuis 22 0 0 17 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 131 19 0 09 May 2024
Edit-Your-Motion: Space-Time Diffusion Decoupling Learning for Video Motion Editing Yi Zuo Lingling Li Licheng Jiao Fang Liu Xu Liu Wenping Ma Shuyuan Yang Yuwei Guo VGen DiffM 29 1 0 07 May 2024
Simple Drop-in LoRA Conditioning on Attention Layers Will Improve Your Diffusion Model Joo Young Choi Jaesung R. Park Inkyu Park Jaewoong Cho Albert No Ernest K. Ryu AI4CE 21 4 0 07 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 18 0 02 May 2024
InstantFamily: Masked Attention for Zero-shot Multi-ID Image Generation Chanran Kim Jeongin Lee Shichang Joung Bongmo Kim Yeul-Min Baek 106 16 0 30 Apr 2024
MuseumMaker: Continual Style Customization without Catastrophic Forgetting Chenxi Liu Gan Sun Wenqi Liang Jiahua Dong Can Qin Yang Cong DiffM 48 3 0 25 Apr 2024
MultiBooth: Towards Generating All Your Concepts in an Image from Text Chenyang Zhu Kai Li Yue Ma Chunming He Li Xiu DiffM 104 22 0 22 Apr 2024
Mixture of LoRA Experts Xun Wu Shaohan Huang Furu Wei MoMe 32 7 0 21 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 32 23 0 17 Apr 2024
MC $^2$ : Multi-concept Guidance for Customized Multi-concept Generation Jiaxiu Jiang Yabo Zhang Kailai Feng Xiaohe Wu Wangmeng Zuo DiffM 34 11 0 08 Apr 2024
Identity Decoupling for Multi-Subject Personalization of Text-to-Image Models Sang-Sub Jang Jaehyeong Jo Kimin Lee Sung Ju Hwang 21 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 38 13 0 05 Apr 2024
CLoRA: A Contrastive Approach to Compose Multiple LoRA Models Tuna Han Salih Meral Enis Simsar Federico Tombari Pinar Yanardag MoMe 29 0 0 28 Mar 2024
CLAP4CLIP: Continual Learning with Probabilistic Finetuning for Vision-Language Models Saurav Jha Dong Gong Lina Yao CLIP VLM 33 7 0 28 Mar 2024
MM-Diff: High-Fidelity Image Personalization via Multi-Modal Condition Integration Zhichao Wei Qingkun Su Long Qin Weizhi Wang DiffM 31 6 0 22 Mar 2024
Implicit Style-Content Separation using B-LoRA Yarden Frenkel Yael Vinker Ariel Shamir Daniel Cohen-Or MoMe OffRL 48 40 0 21 Mar 2024
LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models Yang Yang Wen Wang Liang Peng Chaotian Song Yao Chen ... Xiaolong Yang Qinglin Lu Deng Cai Boxi Wu Wei Liu MoMe 62 24 0 18 Mar 2024
OMG: Occlusion-friendly Personalized Multi-concept Generation in Diffusion Models Zhe Kong Yong Zhang Tianyu Yang Tao Wang Kaihao Zhang Bizhu Wu Guanying Chen Wei Liu Wenhan Luo DiffM 42 26 0 16 Mar 2024