AI 大模型

视频大模型

视频理解、视频生成、视频语言模型和时序视觉推理。

2025-10-29 至 2025-10-29 共收录 5 篇信号源：cs.CV, eess.IV, cs.MM

1. 视频生成 5 篇

2401.09962 2025-10-29 cs.CV 89%

CustomVideo: Customizing Text-to-Video Generation with Multiple Subjects

Zhao Wang, Aoxue Li, Lingting Zhu, Yong Guo, Qi Dou, Zhenguo Li

机构 * Department of Computer Science and Engineering, The Chinese University of Hong Kong（计算机科学与工程系，香港中文大学）； Huawei Noah Ark’s Lab（华为诺亚实验室）； Department of Statistics and Actuarial Science, The University of Hong Kong（统计与精算系，香港大学）

专题命中视频生成：video generation(title,abstract)；text-to-video(title,abstract)；video diffusion(abstract)；分类 cs.CV

Comments IEEE TMM 2025

2510.24717 2025-10-29 cs.CV 79%

Uniform Discrete Diffusion with Metric Path for Video Generation

Haoge Deng, Ting Pan, Fan Zhang, Yang Liu, Zhuoyan Luo, Yufeng Cui, Wenxuan Wang, Chunhua Shen, Shiguang Shan, Zhaoxiang Zhang, Xinlong Wang

机构 * National Laboratory of Pattern Recognition, CASIA（中国科学院自动化所模式识别国家实验室）； Key Laboratory of Intelligent Information Processing, ICT, CAS（中国科学院信息科技重点实验室）； University of Chinese Academy of Sciences（中国科学院大学）； Zhejiang University（浙江大学）； Beijing Academy of Artificial Intelligence（北京人工智能研究院）

专题命中视频生成：video generation(title,abstract)；分类 cs.CV

Comments 19 pages, 10 figures

2510.22200 2025-10-29 cs.CV 77%

LongCat-Video Technical Report

Meituan LongCat Team, Xunliang Cai, Qilong Huang, Zhuoliang Kang, Hongyu Li, Shijun Liang, Liya Ma, Siyu Ren, Xiaoming Wei, Rixu Xie, Tong Zhang

机构 * Meituan LongCat Team（美团LongCat团队）

专题命中视频生成：video generation(abstract)；text-to-video(abstract)；long video(abstract)；分类 cs.CV

2405.03520 2025-10-29 cs.CV 57%

Is Sora a World Simulator? A Comprehensive Survey on General World Models and Beyond

Zheng Zhu, Xiaofeng Wang, Wangbo Zhao, Chen Min, Bohan Li, Nianchen Deng, Min Dou, Yuqi Wang, Botian Shi, Kai Wang, Chi Zhang, Yang You, Zhaoxiang Zhang, Dawei Zhao, Liang Xiao, Jian Zhao, Jiwen Lu, Guan Huang

专题命中视频生成：video generation(abstract)；分类 cs.CV

Comments This survey will be regularly updated at: https://github.com/GigaAI-research/General-World-Models-Survey

2510.24211 2025-10-29 cs.CV 57%

MC-SJD : Maximal Coupling Speculative Jacobi Decoding for Autoregressive Visual Generation Acceleration

Junhyuk So, Hyunho Kook, Chaeyeon Jang, Eunhyeok Park

机构 * Department of Computer Science（计算机科学系）； Graduate School of Artificial Intelligence, POSTECH, South Korea（人工智能研究生院，POSTECH，韩国）

专题命中视频生成：video generation(abstract)；分类 cs.CV