Title
FastInit: Fast Noise Initialization for Temporally Consistent Video Generation Chengyu Bai Yuming Li Zhongyu Zhao Jintao Chen Peidong Jia Qi She Ming Lu Shanghang Zhang DiffM VGen 11 0 0 19 Jun 2025
Anomaly Detection and Generation with Diffusion Models: A Survey Yang Liu Jing Liu Chengfang Li Rui Xi W. Li Liang Cao Jin Wang L. Yang Junsong Yuan Wei Zhou DiffM MedIm 62 0 0 11 Jun 2025
DynamiCtrl: Rethinking the Basic Structure and the Role of Text for High-quality Human Image Animation Haoyu Zhao Zhongang Qi Cong Wang Qingping Zheng Guansong Lu Fei Chen Hang Xu Zuxuan Wu DiffM VGen 99 0 0 27 Mar 2025
Enabling Versatile Controls for Video Diffusion Models Xu Zhang Hao Zhou Haoming Qin Xiaobin Lu Jiaxing Yan Guanzhong Wang Zeyu Chen Yi Liu DiffM VGen 96 1 0 21 Mar 2025
Identity Preserving Latent Diffusion for Brain Aging Modeling Gexin Huang Zhangsihao Yang Yalin Wang Guido Gerig Mengwei Ren Xiaoxiao Li MedIm DiffM 150 0 0 11 Mar 2025
FreqPrior: Improving Video Diffusion Models with Frequency Filtering Gaussian Noise Yunlong Yuan Yuanfan Guo Chunwei Wang Wei Zhang Hang Xu L. Zhang DiffM VGen 207 3 0 20 Feb 2025
Video Latent Flow Matching: Optimal Polynomial Projections for Video Interpolation and Extrapolation Yang Cao Zhao Song Chiwun Yang VGen 144 3 0 01 Feb 2025
Label-Efficient Data Augmentation with Video Diffusion Models for Guidewire Segmentation in Cardiac Fluoroscopy Shaoyan Pan Yikang Liu Lin Zhao Eric Z. Chen Xiao Chen Terrence Chen Shanhui Sun VGen MedIm 187 0 0 20 Dec 2024
Multi-view Image Diffusion via Coordinate Noise and Fourier Attention Justin D. Theiss Norman Müller Daeil Kim Aayush Prakash 99 0 0 04 Dec 2024
Fashion-VDM: Video Diffusion Model for Virtual Try-On J. Karras Yingwei Li Nan Liu Luyang Zhu Innfarn Yoo Andreas Lugmayr Chris Lee Ira Kemelmacher-Shlizerman DiffM VGen 82 7 0 31 Oct 2024
Denoising Reuse: Exploiting Inter-frame Motion Consistency for Efficient Video Latent Generation Chenyu Wang Shuo Yan Yixuan Chen Yujiang Wang Mingzhi Dong ... Qin Lv Fan Yang Tun Lu Ning Gu Li Shang DiffM VGen 127 0 0 19 Sep 2024
Training-free Long Video Generation with Chain of Diffusion Model Experts Wenhao Li Yichao Cao Xiu Su Xi Lin Shan You Mingkai Zheng Yi Chen Chang Xu VGen DiffM 94 0 0 24 Aug 2024
EasyControl: Transfer ControlNet to Video Diffusion for Controllable Generation and Interpolation Cong Wang Jiaxi Gu Panwen Hu Haoyu Zhao Yuanfan Guo J. N. Han Hang Xu Xiaodan Liang VGen DiffM 99 7 0 23 Aug 2024
DreamFactory: Pioneering Multi-Scene Long Video Generation with a Multi-Agent Framework Zhifei Xie Daniel Tang Dingwei Tan Jacques Klein Tegawend F. Bissyand Saad Ezzini VGen 89 10 0 21 Aug 2024
Quality Assessment in the Era of Large Models: A Survey Zicheng Zhang Yingjie Zhou Chunyi Li Baixuan Zhao Xiaohong Liu Guangtao Zhai 103 12 0 17 Aug 2024
CoNo: Consistency Noise Injection for Tuning-free Long Video Diffusion Xingrui Wang Xin Li Zhibo Chen DiffM 87 3 0 07 Jun 2024
NTIRE 2024 Quality Assessment of AI-Generated Content Challenge Xiaohong Liu Xiongkuo Min Guangtao Zhai Chunyi Li Tengchuan Kou ... Qi Yan Youran Qu Xiaohui Zeng Lele Wang Renjie Liao 104 31 0 25 Apr 2024
Zero-shot High-fidelity and Pose-controllable Character Animation Bingwen Zhu Fanyi Wang Tianyi Lu Peng Liu Jingwen Su Yu Lei Yanhao Zhang Zuxuan Wu Guo-Jun Qi Yu-Gang Jiang DiffM VGen 98 6 0 21 Apr 2024
On the Content Bias in Fréchet Video Distance Jason S. Hoffman Aniruddha Mahapatra Gaurav Parmar Jun-Yan Zhu Jia-Bin Huang EGVM 82 20 0 18 Apr 2024
A Survey on Long Video Generation: Challenges, Methods, and Prospects Chengxuan Li Di Huang Zeyu Lu Yang Xiao Qingqi Pei Lei Bai EGVM 83 23 0 25 Mar 2024
Generalized Predictive Model for Autonomous Driving Jiazhi Yang Shenyuan Gao Yihang Qiu Li Chen Tianyu Li ... Ping Luo Jun Zhang Andreas Geiger Yu Qiao Hongyang Li VGen 135 76 0 14 Mar 2024
Sora as an AGI World Model? A Complete Survey on Text-to-Video Generation Joseph Cho Fachrina Dewi Puspitasari Sheng Zheng Jingyao Zheng Lik-Hang Lee Tae-Ho Kim Choong Seon Hong Chaoning Zhang EGVM VGen 104 43 0 08 Mar 2024
UniCtrl: Improving the Spatiotemporal Consistency of Text-to-Video Diffusion Models via Training-Free Unified Attention Control Xuweiyi Chen Tian Xia Sihan Xu VGen DiffM 91 8 0 04 Mar 2024
Boximator: Generating Rich and Controllable Motions for Video Synthesis Jiawei Wang Yuchen Zhang Jiaxin Zou Yan Zeng Guoqiang Wei Liping Yuan Hang Li DiffM VGen 102 51 0 02 Feb 2024
InstructVideo: Instructing Video Diffusion Models with Human Feedback Hangjie Yuan Shiwei Zhang Xiang Wang Yujie Wei Tao Feng Yining Pan Yingya Zhang Ziwei Liu Samuel Albanie Dong Ni VGen 114 46 0 19 Dec 2023
FreeInit: Bridging Initialization Gap in Video Diffusion Models Tianxing Wu Chenyang Si Yuming Jiang Ziqi Huang Ziwei Liu DiffM VGen 80 53 0 12 Dec 2023
MEVG: Multi-event Video Generation with Text-to-Video Models Gyeongrok Oh Jaehwan Jeong Sieun Kim Wonmin Byeon Jinkyu Kim Sungwoong Kim Sangpil Kim VGen DiffM 112 23 0 07 Dec 2023
BIVDiff: A Training-Free Framework for General-Purpose Video Synthesis via Bridging Image and Video Diffusion Models Fengyuan Shi Jiaxi Gu Hang Xu Songcen Xu Wei Zhang Limin Wang VGen DiffM 67 14 0 05 Dec 2023
DreamVideo: High-Fidelity Image-to-Video Generation with Image Retention and Text Guidance Cong Wang Jiaxi Gu Panwen Hu Songcen Xu Hang Xu Xiaodan Liang VGen 109 16 0 05 Dec 2023
TrackDiffusion: Tracklet-Conditioned Video Generation via Diffusion Models Pengxiang Li Kai Chen Zhili Liu Ruiyuan Gao Lanqing Hong Guo Zhou Hua Yao Dit-Yan Yeung Huchuan Lu Xu Jia VGen DiffM 59 0 0 01 Dec 2023
$ART$\boldsymbol{\cdot}$V: Auto-Regressive Text-to-Video Generation with Diffusion Models$ ART $\boldsymbol{\cdot}$ V: Auto-Regressive Text-to-Video Generation with Diffusion Models Wenming Weng Ruoyu Feng Yanhui Wang Qi Dai Chunyu Wang ... Jianmin Bao Yuhui Yuan Chong Luo Yueyi Zhang Zhiwei Xiong VGen 83 38 0 30 Nov 2023
MicroCinema: A Divide-and-Conquer Approach for Text-to-Video Generation Yanhui Wang Jianmin Bao Wenming Weng Ruoyu Feng Dacheng Yin ... Yuhui Yuan Chuanxin Tang Xiaoyan Sun Chong Luo Baining Guo DiffM VGen 109 17 0 30 Nov 2023
MagDiff: Multi-Alignment Diffusion for High-Fidelity Video Generation and Editing Haoyu Zhao Tianyi Lu Jiaxi Gu Xing Zhang Qingping Zheng Zuxuan Wu Hang Xu Yu-Gang Jiang VGen DiffM 115 12 0 29 Nov 2023
SparseCtrl: Adding Sparse Controls to Text-to-Video Diffusion Models Yuwei Guo Ceyuan Yang Anyi Rao Maneesh Agrawala Dahua Lin Bo Dai DiffM VGen 97 125 0 28 Nov 2023
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets A. Blattmann Tim Dockhorn Sumith Kulal Daniel Mendelevitch Maciej Kilian ... Zion English Vikram S. Voleti Adam Letts Varun Jampani Robin Rombach VGen 299 1,190 0 25 Nov 2023
Make Pixels Dance: High-Dynamic Video Generation Yan Zeng Guoqiang Wei Jiani Zheng Jiaxin Zou Yang Wei Yuchen Zhang Hang Li DiffM VGen 88 101 0 18 Nov 2023
Emu Video: Factorizing Text-to-Video Generation by Explicit Image Conditioning Rohit Girdhar Mannat Singh Andrew Brown Quentin Duval S. Azadi Sai Saketh Rambhatla Akbar Shah Xi Yin Devi Parikh Ishan Misra DiffM VGen 126 209 0 17 Nov 2023
Fuse Your Latents: Video Editing with Multi-source Latent Diffusion Models Tianyi Lu Xing Zhang Jiaxi Gu Hang Xu Renjing Pei Songcen Xu Zuxuan Wu DiffM VGen 71 5 0 25 Oct 2023
A Survey on Video Diffusion Models Zhen Xing Qijun Feng Haoran Chen Qi Dai Hang-Rui Hu Hang Xu Zuxuan Wu Yu-Gang Jiang EGVM VGen 179 139 0 16 Oct 2023
Multi-Moments in Time: Learning and Interpreting Models for Multi-Action Video Understanding Mathew Monfort Bowen Pan K. Ramakrishnan A. Andonian Barry A. McNamara A. Lascelles Quanfu Fan Dan Gutfreund Rogerio Feris A. Oliva VLM 109 68 0 01 Nov 2019