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。

2025-10-08 至 2025-10-08 共收录 4 篇信号源：cs.CV, eess.IV, cs.MM

1. 视频理解 4 篇

2510.06077 2025-10-08 cs.CV cs.AI 83%

When Thinking Drifts: Evidential Grounding for Robust Video Reasoning

Mi Luo, Zihui Xue, Alex Dimakis, Kristen Grauman

机构 * The University of Texas at Austin（德克萨斯大学奥斯汀分校）； UC Berkeley（伯克利大学）； Bespoke Labs（Bespoke实验室）

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

Comments Accepted by NeurIPS 2025, Project page: https://vision.cs.utexas.edu/projects/video-ver/

2510.05836 2025-10-08 cs.CV 83%

Flow4Agent: Long-form Video Understanding via Motion Prior from Optical Flow

Ruyang Liu, Shangkun Sun, Haoran Tang, Ge Li, Wei Gao

机构 * School of Electronic and Computer Engineering, Shenzhen Graduate School, 2 Peng Cheng LaboratoryPeking University（1 电子与计算机工程学院，深圳研究生院，2 深圳鹏城实验室，北京大学）

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

Comments Accepted to ICCV' 2025

2504.03501 2025-10-08 cs.CV 83%

LV-MAE: Learning Long Video Representations through Masked-Embedding Autoencoders

Ilan Naiman, Emanuel Ben-Baruch, Oron Anschel, Alon Shoshan, Igor Kviatkovsky, Manoj Aggarwal, Gerard Medioni

机构 * Amazon（亚马逊）

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

Comments Accepted to the International Conference on Computer Vision, ICCV 2025

2505.15192 2025-10-08 cs.CV 57%

Leveraging Foundation Models for Multimodal Graph-Based Action Recognition

Fatemeh Ziaeetabar, Florentin Wörgötter

机构 * School of Mathematics, Statistics and Computer Science, College of Science, University of Tehran（数学、统计与计算机科学学院，科学学院，塔里斯坦大学）

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