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。

2025-09-09 至 2025-09-09 共收录 7 篇信号源：cs.CV, eess.IV, cs.MM

1. 视频理解 1 篇

2509.01563 2025-09-09 cs.CV 57%

Kwai Keye-VL 1.5 Technical Report

Biao Yang, Bin Wen, Boyang Ding, Changyi Liu, Chenglong Chu, Chengru Song, Chongling Rao, Chuan Yi, Da Li, Dunju Zang, Fan Yang, Guorui Zhou, Guowang Zhang, Han Shen, Hao Peng, Haojie Ding, Hao Wang, Haonan Fan, Hengrui Ju, Jiaming Huang, Jiangxia Cao, Jiankang Chen, Jingyun Hua, Kaibing Chen, Kaiyu Jiang, Kaiyu Tang, Kun Gai, Muhao Wei, Qiang Wang, Ruitao Wang, Sen Na, Shengnan Zhang, Siyang Mao, Sui Huang, Tianke Zhang, Tingting Gao, Wei Chen, Wei Yuan, Xiangyu Wu, Xiao Hu, Xingyu Lu, Yi-Fan Zhang, Yiping Yang, Yulong Chen, Zeyi Lu, Zhenhua Wu, Zhixin Ling, Zhuoran Yang, Ziming Li, Di Xu, Haixuan Gao, Hang Li, Jing Wang, Lejian Ren, Qigen Hu, Qianqian Wang, Shiyao Wang, Xinchen Luo, Yan Li, Yuhang Hu, Zixing Zhang

机构 * Keye Team, Kuaishou Group（快手集团Keye团队）

专题命中视频理解：video understanding(abstract)；分类 cs.CV

Comments Github page: https://github.com/Kwai-Keye/Keye

2. 视频生成 3 篇

2412.14484 2025-09-09 cs.CV 83%

Llama Learns to Direct: DirectorLLM for Human-Centric Video Generation

Kunpeng Song, Tingbo Hou, Zecheng He, Haoyu Ma, Jialiang Wang, Animesh Sinha, Sam Tsai, Yaqiao Luo, Xiaoliang Dai, Li Chen, Xide Xia, Peizhao Zhang, Peter Vajda, Ahmed Elgammal, Felix Juefei-Xu

机构 * GenAI at Meta（Meta 人工智能）； Rutgers University（罗格斯大学）

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

2509.06155 2025-09-09 cs.CV 79%

UniVerse-1: Unified Audio-Video Generation via Stitching of Experts

Duomin Wang, Wei Zuo, Aojie Li, Ling-Hao Chen, Xinyao Liao, Deyu Zhou, Zixin Yin, Xili Dai, Daxin Jiang, Gang Yu

机构 * The Hong Kong University of Science and Technology(GuangZhou)（香港科技大学（广州））； The Hong Kong University of Science and Technology（香港科技大学）； Tsinghua University（清华大学）

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

Comments Project page: https://dorniwang.github.io/UniVerse-1/

2508.09632 2025-09-09 cs.CV cs.AI 57%

Preacher: Paper-to-Video Agentic System

Jingwei Liu, Ling Yang, Hao Luo, Fan Wang, Hongyan Li, Mengdi Wang

机构 * School of Intelligence Science and Technology, Peking University（北京理工大学智能科学与技术学院）； DAMO Academy, Alibaba group（阿里巴巴集团大模型研究院）； Hupan Lab（虎扑实验室）； National Key Laboratory of General Artificial Intelligence, Peking University（北京人工智能 general artificial intelligence 国家重点实验室）； Department of Electrical and Computer Engineering, Princeton University（普林斯顿大学电气与计算机工程系）

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

Comments ICCV 2025. Code: https://github.com/Gen-Verse/Paper2Video

3. 视频扩散模型 2 篇

2501.16714 2025-09-09 cs.CV cs.AI 88%

Separate Motion from Appearance: Customizing Motion via Customizing Text-to-Video Diffusion Models

Huijie Liu, Jingyun Wang, Shuai Ma, Jie Hu, Xiaoming Wei, Guoliang Kang

机构 * Beihang University（北航大学）

专题命中视频扩散模型：video diffusion(title,abstract)；text-to-video(title,abstract)；分类 cs.CV

Comments 8 pages,6 figures

2509.06573 2025-09-09 cs.GR 50%

From Rigging to Waving: 3D-Guided Diffusion for Natural Animation of Hand-Drawn Characters

Jie Zhou, Linzi Qu, Miu-Ling Lam, Hongbo Fu

专题命中视频扩散模型：video diffusion(abstract)

4. 动作与事件理解 1 篇

2508.09822 2025-09-09 cs.CV 57%

Physical Autoregressive Model for Robotic Manipulation without Action Pretraining

Zijian Song, Sihan Qin, Tianshui Chen, Liang Lin, Guangrun Wang

机构 * Sun Yat-sen University（中山大学）； Guangdong Key Laboratory of Big Data Analysis and Processing（广东大数据分析与处理重点实验室）； X-Era AI Lab（X-Era人工智能实验室）； Guangdong University of Technology（广东工业大学）

专题命中动作与事件理解：video generation(abstract)；分类 cs.CV

Comments 16 pages, 6 figures