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。

2025-09-30 至 2025-09-30 共收录 3 篇信号源：cs.CV, eess.IV, cs.MM

1. 视频数据与评测 3 篇

2503.19951 2025-09-30 cs.CV cs.AI 79%

Audio-centric Video Understanding Benchmark without Text Shortcut

Yudong Yang, Jimin Zhuang, Guangzhi Sun, Changli Tang, Yixuan Li, Peihan Li, Yifan Jiang, Wei Li, Zejun Ma, Chao Zhang

机构 * Tsinghua University（清华大学）； University of Cambridge（剑桥大学）； ByteDance（字节跳动）

专题命中视频数据与评测：video understanding(title,abstract)；分类 cs.CV

Comments Accepted for publication in the Proceedings of EMNLP 2025 (Main Conference)

2509.22799 2025-09-30 cs.CV cs.AI cs.CL 70%

VideoScore2: Think before You Score in Generative Video Evaluation

Xuan He, Dongfu Jiang, Ping Nie, Minghao Liu, Zhengxuan Jiang, Mingyi Su, Wentao Ma, Junru Lin, Chun Ye, Yi Lu, Keming Wu, Benjamin Schneider, Quy Duc Do, Zhuofeng Li, Yiming Jia, Yuxuan Zhang, Guo Cheng, Haozhe Wang, Wangchunshu Zhou, Qunshu Lin, Yuanxing Zhang, Ge Zhang, Wenhao Huang, Wenhu Chen

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校）； University of Waterloo（滑铁卢大学）； Independent（独立）； M-A-P ； University of Toronto（多伦多大学）； Zhejiang University（浙江大学）； Abaka AI

专题命中视频数据与评测：video generation(abstract)；text-to-video(abstract)；分类 cs.CV

2503.16980 2025-09-30 cs.CV cs.AI cs.CL cs.LG 57%

VQToken: Neural Discrete Token Representation Learning for Extreme Token Reduction in Video Large Language Models

Haichao Zhang, Yun Fu

机构 * Northeastern University（东北大学）

专题命中视频数据与评测：long video(abstract)；分类 cs.CV

Comments Proceedings of the 38th Conference on Neural Information Processing Systems (NeurIPS 2025)