视频大模型

Vgent: Graph-based Retrieval-Reasoning-Augmented Generation For Long Video Understanding

Xiaoqian Shen, Wenxuan Zhang, Jun Chen, Mohamed Elhoseiny

机构 * King Abdullah University of Science and Technology（卡布斯大学） 纠错

专题命中 视频理解 ：video understanding(title,abstract)；long video(title,abstract)；video language model(abstract)；分类 cs.CV

Comments NeurIPS 2025 (Spotlight). Webpage at https://xiaoqian-shen.github.io/Vgent

K-frames: Scene-Driven Any-k Keyframe Selection for long video understanding

Yifeng Yao, Yike Yun, Jing Wang, Huishuai Zhang, Dongyan Zhao, Ke Tian, Zhihao Wang, Minghui Qiu, Tao Wang

机构 * Wangxuan Institute of Computer Technology, Peking University（北京大学王轩计算机技术研究所） ； Bytedance（字节跳动） 纠错

专题命中 视频理解 ：video understanding(title,abstract)；long video(title)