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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。

2025-11-14 至 2025-11-14 共收录 2 信号源:cs.CV, eess.IV, cs.MM

1. 视频理解 2 篇

2510.16781 2025-11-14 cs.CV cs.AI cs.CL 79%

Xiaoice: Training-Free Video Understanding via Self-Supervised Spatio-Temporal Clustering of Semantic Features

Shihao Ji, Zihui Song

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

Comments This paper is being withdrawn because we have identified a significant error in the implementation of our self-supervised clustering approach. Specifically, our feature aggregation step inadvertently leaked temporal information across frames, which violates the core assumption of our training-free method. We sincerely apologize to the research community

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2508.04369 2025-11-14 cs.CV 77%

TSPO: Temporal Sampling Policy Optimization for Long-form Video Language Understanding

Canhui Tang, Zifan Han, Hongbo Sun, Sanping Zhou, Xuchong Zhang, Xin Wei, Ye Yuan, Huayu Zhang, Jinglin Xu, Hao Sun

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

Comments Accepted by AAAI 2026

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