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。

2025-11-18 至 2025-11-18 共收录 3 篇信号源：cs.CV, eess.IV, cs.MM

1. 长视频与时序推理 3 篇

2506.04953 2025-11-18 cs.CV 88%

APVR: Hour-Level Long Video Understanding with Adaptive Pivot Visual Information Retrieval

Hong Gao, Yiming Bao, Xuezhen Tu, Bin Zhong, Linan Yue, Minling Zhang

专题命中长视频与时序推理：video understanding(title,abstract)；long video(title,abstract)；分类 cs.CV

Comments Accepted by AAAI 2026

2511.12027 2025-11-18 cs.CV cs.AI 83%

GCAgent: Long-Video Understanding via Schematic and Narrative Episodic Memory

Jeong Hun Yeo, Sangyun Chung, Sungjune Park, Dae Hoe Kim, Jinyoung Moon, Yong Man Ro

机构 * Integrated Vision and Language Lab., School of Electrical Engineering, Korea Advanced Institute of Science and Technology (KAIST)（整合视觉与语言实验室，电气工程学院，韩国科学技术院（KAIST））； Visual Intelligence Research Section, Superintelligence Creative Research Laboratory, Electronics and Telecommunications Research Institute (ETRI)（视觉智能研究部，超智能创意研究实验室，电子电信研究院）

专题命中长视频与时序推理：video understanding(title,abstract)；video reasoning(abstract)；分类 cs.CV

2511.09057 2025-11-18 cs.CV cs.AI cs.CL cs.LG 70%

PAN: A World Model for General, Interactable, and Long-Horizon World Simulation

PAN Team, Jiannan Xiang, Yi Gu, Zihan Liu, Zeyu Feng, Qiyue Gao, Yiyan Hu, Benhao Huang, Guangyi Liu, Yichi Yang, Kun Zhou, Davit Abrahamyan, Arif Ahmad, Ganesh Bannur, Junrong Chen, Kimi Chen, Mingkai Deng, Ruobing Han, Xinqi Huang, Haoqiang Kang, Zheqi Liu, Enze Ma, Hector Ren, Yashowardhan Shinde, Rohan Shingre, Ramsundar Tanikella, Kaiming Tao, Dequan Yang, Xinle Yu, Cong Zeng, Binglin Zhou, Zhengzhong Liu, Zhiting Hu, Eric P. Xing

机构 * Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学）

专题命中长视频与时序推理：video generation(abstract)；video diffusion(abstract)；分类 cs.CV