Title
FreeGraftor: Training-Free Cross-Image Feature Grafting for Subject-Driven Text-to-Image Generation Zebin Yao Lei Ren Huixing Jiang Chen Wei Xiaojie Wang Ruifan Li Fangxiang Feng DiffM 69 0 0 22 Apr 2025
Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Chaoyue Niu Yucheng Ding Junhui Lu Zhengxiang Huang Hang Zeng Yutong Dai Xuezhen Tu Chengfei Lv Fan Wu Guihai Chen 27 1 0 17 Apr 2025
Personalized Text-to-Image Generation with Auto-Regressive Models Kaiyue Sun Xian Liu Yao Teng Xihui Liu 33 0 0 17 Apr 2025
Dynamic Objective MPC for Motion Planning of Seamless Docking Maneuvers Oliver Schumann Michael Buchholz Klaus C. J. Dietmayer 38 0 0 04 Apr 2025
A Diffusion-Based Framework for Occluded Object Movement Zheng-Peng Duan Jiawei Zhang Siyu Liu Zheng Lin Chun-Le Guo Dongqing Zou Jimmy S. Ren Chongyi Li 36 0 0 02 Apr 2025
Object Isolated Attention for Consistent Story Visualization Xiangyang Luo Junhao Cheng Yifan Xie Xin Zhang Tao Feng Z. Liu Fei Ma Fei Richard Yu DiffM 39 1 0 30 Mar 2025
VideoMage: Multi-Subject and Motion Customization of Text-to-Video Diffusion Models Chi-Pin Huang Yen-Siang Wu Hung-Kai Chung Kai-Po Chang Fu-En Yang Yu-Jie Wang DiffM VGen 55 0 0 27 Mar 2025
Unconditional Priors Matter! Improving Conditional Generation of Fine-Tuned Diffusion Models Prin Phunyaphibarn Phillip Y. Lee Jaihoon Kim Minhyuk Sung DiffM 84 0 0 26 Mar 2025
PAVE: Patching and Adapting Video Large Language Models Zhuoming Liu Yiquan Li Khoi Duc Nguyen Yiwu Zhong Yin Li KELM LRM 79 0 0 25 Mar 2025
Dance Like a Chicken: Low-Rank Stylization for Human Motion Diffusion Haim Sawdayee Chuan Guo Guy Tevet Bing Zhou Jian Wang Amit H. Bermano DiffM VGen 46 0 0 25 Mar 2025
Efficient Personalization of Quantized Diffusion Model without Backpropagation H. Seo Wongi Jeong Kyungryeol Lee Se Young Chun DiffM MQ 76 0 0 19 Mar 2025
Personalize Anything for Free with Diffusion Transformer Haoran Feng Zehuan Huang Lin Li Hairong Lv Lu Sheng DiffM 74 1 0 16 Mar 2025
Att-Adapter: A Robust and Precise Domain-Specific Multi-Attributes T2I Diffusion Adapter via Conditional Variational Autoencoder Wonwoong Cho Yan-Ying Chen M. Klenk David I. Inouye Yanxia Zhang DiffM 100 0 0 15 Mar 2025
Piece it Together: Part-Based Concepting with IP-Priors Elad Richardson Kfir Goldberg Yuval Alaluf Daniel Cohen-Or DiffM 61 0 0 13 Mar 2025
InteractEdit: Zero-Shot Editing of Human-Object Interactions in Images Jiun Tian Hoe Weipeng Hu Wei Zhou Chao Xie Ziwei Wang Chee Seng Chan Xudong Jiang Y. Tan 61 0 0 12 Mar 2025
Modular Customization of Diffusion Models via Blockwise-Parameterized Low-Rank Adaptation Mingkang Zhu Xi Chen Z. Wang Bei Yu Hengshuang Zhao Jiaya Jia MoMe 52 0 0 11 Mar 2025
TimeStep Master: Asymmetrical Mixture of Timestep LoRA Experts for Versatile and Efficient Diffusion Models in Vision Shaobin Zhuang Yiwei Guo Yanbo Ding Kunchang Li Xinyuan Chen Yaohui Wang Fangyikang Wang Ying Zhang Chen Li Y. Wang 43 0 0 10 Mar 2025
LatexBlend: Scaling Multi-concept Customized Generation with Latent Textual Blending Jian Jin Zhenbo Yu Yang Shen Zhenyong Fu Jian Yang DiffM 60 0 0 10 Mar 2025
DynamicID: Zero-Shot Multi-ID Image Personalization with Flexible Facial Editability Xirui Hu Jiahao Wang Hao Chen Weizhan Zhang Benqi Wang Y. Li Haishun Nan DiffM 62 0 0 09 Mar 2025
Disrupting Model Merging: A Parameter-Level Defense Without Sacrificing Accuracy Wei Junhao Yu Zhe Sakuma Jun AAML MoMe 54 0 0 08 Mar 2025
DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles Rui Zhao Weijia Mao Mike Zheng Shou 64 0 0 05 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 77 2 0 04 Mar 2025
Learning to Animate Images from A Few Videos to Portray Delicate Human Actions Haoxin Li Yingchen Yu Qilong Wu Hanwang Zhang Boyang Li Song Bai 3DH VGen 90 0 0 01 Mar 2025
SubZero: Composing Subject, Style, and Action via Zero-Shot Personalization Shubhankar Borse K. Bhardwaj Mohammad Reza Karimi Dastjerdi Hyojin Park Shreya Kadambi ... Prathamesh Mandke Ankita Nayak Harris Teague Munawar Hayat Fatih Porikli DiffM 81 1 0 27 Feb 2025
K-LoRA: Unlocking Training-Free Fusion of Any Subject and Style LoRAs Ziheng Ouyang Zhen Li Qibin Hou MoMe OffRL 92 2 0 25 Feb 2025
FlipConcept: Tuning-Free Multi-Concept Personalization for Text-to-Image Generation Young Beom Woo Sun Eung Kim DiffM 38 0 0 24 Feb 2025
DP-Adapter: Dual-Pathway Adapter for Boosting Fidelity and Text Consistency in Customizable Human Image Generation Ye Wang Xuping Xie Lanjun Wang Zili Yi Rui Ma DiffM 89 0 0 21 Feb 2025
Sparse High Rank Adapters K. Bhardwaj N. Pandey Sweta Priyadarshi Viswanath Ganapathy Rafael Esteves ... P. Whatmough Risheek Garrepalli M. V. Baalen Harris Teague Markus Nagel MQ 33 4 0 28 Jan 2025
Parameter-Efficient Fine-Tuning for Foundation Models Dan Zhang Tao Feng Lilong Xue Yuandong Wang Yuxiao Dong J. Tang 37 7 0 23 Jan 2025
MultiDreamer3D: Multi-concept 3D Customization with Concept-Aware Diffusion Guidance Wooseok Song Seunggyu Chang Jaejun Yoo DiffM 35 0 0 23 Jan 2025
TokenVerse: Versatile Multi-concept Personalization in Token Modulation Space Daniel Garibi Shahar Yadin Roni Paiss Omer Tov Shiran Zada Ariel Ephrat T. Michaeli Inbar Mosseri Tali Dekel DiffM 98 2 0 21 Jan 2025
Isolated Diffusion: Optimizing Multi-Concept Text-to-Image Generation Training-Freely with Isolated Diffusion Guidance Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan 71 4 0 20 Jan 2025
RealCustom++: Representing Images as Real-Word for Real-Time Customization Zhendong Mao Mengqi Huang Fei Ding Mingcong Liu Qian He Xiaojun Chang DiffM 68 6 0 03 Jan 2025
No More Adam: Learning Rate Scaling at Initialization is All You Need Minghao Xu Lichuan Xiang Xu Cai Hongkai Wen 73 2 0 16 Dec 2024
AnyDressing: Customizable Multi-Garment Virtual Dressing via Latent Diffusion Models Xinghui Li Qichao Sun Pengze Zhang Fulong Ye Zhichao Liao Wanquan Feng Songtao Zhao Qian He DiffM 70 2 0 05 Dec 2024
DIVE: Taming DINO for Subject-Driven Video Editing Yi Huang Wei Xiong He Zhang Chaoqi Chen Jianzhuang Liu Mingfu Yan Shifeng Chen VGen DiffM 76 0 0 04 Dec 2024
LoRA of Change: Learning to Generate LoRA for the Editing Instruction from A Single Before-After Image Pair Xue Song Jiequan Cui H. Zhang Jiaxin Shi Jingjing Chen Chi Zhang Yu-Gang Jiang 89 0 0 28 Nov 2024
Any-Resolution AI-Generated Image Detection by Spectral Learning Dimitrios Karageorgiou Symeon Papadopoulos I. Kompatsiaris Efstratios Gavves 101 0 0 28 Nov 2024
MovieBench: A Hierarchical Movie Level Dataset for Long Video Generation Weijia Wu Mingyu Liu Zeyu Zhu Xi Xia Haoen Feng Wen Wang Kevin Qinghong Lin Chunhua Shen Mike Zheng Shou DiffM VGen 114 1 0 22 Nov 2024
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 88 0 0 22 Nov 2024
IterIS: Iterative Inference-Solving Alignment for LoRA Merging Hongxu Chen Runshi Li Bowei Zhu Zhen Wang Long Chen MoMe 91 0 0 21 Nov 2024
StoryAgent: Customized Storytelling Video Generation via Multi-Agent Collaboration Panwen Hu Jin Jiang Jianqi Chen Mingfei Han Shengcai Liao Xiaojun Chang Xiaodan Liang VGen DiffM 36 5 0 07 Nov 2024
Multi-Class Textual-Inversion Secretly Yields a Semantic-Agnostic Classifier Kai Wang Fei Yang Bogdan Raducanu Joost van de Weijer 34 1 0 29 Oct 2024
On the Crucial Role of Initialization for Matrix Factorization Bingcong Li Liang Zhang Aryan Mokhtari Niao He 26 1 0 24 Oct 2024
How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization? Jiahua Dong Wenqi Liang Hongliu Li Duzhen Zhang Meng Cao Henghui Ding Salman Khan F. Khan DiffM 52 9 0 23 Oct 2024
DreamVideo-2: Zero-Shot Subject-Driven Video Customization with Precise Motion Control Yujie Wei Shiwei Zhang Hangjie Yuan Xiang Wang Haonan Qiu ... F. Liu Zhizhong Huang Jiaxin Ye Yingya Zhang Hongming Shan DiffM VGen 72 14 0 17 Oct 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 37 5 0 17 Oct 2024
LoRA Soups: Merging LoRAs for Practical Skill Composition Tasks Akshara Prabhakar Yuanzhi Li Karthik Narasimhan Sham Kakade Eran Malach Samy Jelassi MoMe 21 9 0 16 Oct 2024
DreamSteerer: Enhancing Source Image Conditioned Editability using Personalized Diffusion Models Zhengyang Yu Zhaoyuan Yang Jing Zhang DiffM 21 2 0 15 Oct 2024
TweedieMix: Improving Multi-Concept Fusion for Diffusion-based Image/Video Generation Gihyun Kwon Jong Chul Ye DiffM 56 3 0 08 Oct 2024