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。

2025-11-07 至 2025-11-07 共收录 7 篇信号源：cs.CV, eess.IV, cs.MM

1. 视频生成 4 篇

2511.04317 2025-11-07 cs.CV 89%

RISE-T2V: Rephrasing and Injecting Semantics with LLM for Expansive Text-to-Video Generation

Xiangjun Zhang, Litong Gong, Yinglin Zheng, Yansong Liu, Wentao Jiang, Mingyi Xu, Biao Wang, Tiezheng Ge, Ming Zeng

专题命中视频生成：video generation(title,abstract)；text-to-video(title,abstract)；video diffusion(abstract)；分类 cs.CV

Comments 17 pages, 16 figures

2511.03997 2025-11-07 cs.CV 89%

PhysCorr: Dual-Reward DPO for Physics-Constrained Text-to-Video Generation with Automated Preference Selection

Peiyao Wang, Weining Wang, Qi Li

专题命中视频生成：video generation(title,abstract)；text-to-video(title,abstract)；video diffusion(abstract)；分类 cs.CV

2506.15980 2025-11-07 cs.CV cs.AI 83%

Advanced Sign Language Video Generation with Compressed and Quantized Multi-Condition Tokenization

Cong Wang, Zexuan Deng, Zhiwei Jiang, Yafeng Yin, Fei Shen, Zifeng Cheng, Shiping Ge, Shiwei Gan, Qing Gu

机构 * State Key Laboratory for Novel Software Technology, Nanjing University（南京大学新型软件技术国家重点实验室）； National University of Singapore（新加坡国立大学）

专题命中视频生成：video generation(title,abstract)；video diffusion(abstract)；分类 cs.CV

2506.16802 2025-11-07 cs.CV 57%

Seeing What Matters: Generalizable AI-generated Video Detection with Forensic-Oriented Augmentation

Riccardo Corvi, Davide Cozzolino, Ekta Prashnani, Shalini De Mello, Koki Nagano, Luisa Verdoliva

专题命中视频生成：video generation(abstract)；分类 cs.CV

2. 视频扩散模型 1 篇

2505.16239 2025-11-07 cs.CV 57%

DOVE: Efficient One-Step Diffusion Model for Real-World Video Super-Resolution

Zheng Chen, Zichen Zou, Kewei Zhang, Xiongfei Su, Xin Yuan, Yong Guo, Yulun Zhang

机构 * School of Computer Science, Shanghai Jiao Tong University（上海交通大学计算机科学学院）； Zhiyuan College, Shanghai Jiao Tong University（上海交通大学紫阳学院）； China Mobile Research Institute（中国移动研究院）； Westlake University（西湖大学）； Huawei Consumer Business Group（华为消费者业务集团）

专题命中视频扩散模型：video diffusion(abstract)；分类 cs.CV

Comments Accepted to NeurIPS 2025. Code is available at: https://github.com/zhengchen1999/DOVE

3. 长视频与时序推理 1 篇

2511.04670 2025-11-07 cs.CV 57%

Cambrian-S: Towards Spatial Supersensing in Video

Shusheng Yang, Jihan Yang, Pinzhi Huang, Ellis Brown, Zihao Yang, Yue Yu, Shengbang Tong, Zihan Zheng, Yifan Xu, Muhan Wang, Daohan Lu, Rob Fergus, Yann LeCun, Li Fei-Fei, Saining Xie

机构 * New York University（纽约大学）； Stanford University（斯坦福大学）

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

Comments Website: https://cambrian-mllm.github.io/

4. 视频数据与评测 1 篇

2505.19853 2025-11-07 cs.CV cs.AI 77%

Two Causally Related Needles in a Video Haystack

Miaoyu Li, Qin Chao, Boyang Li

机构 * College of Computing and Data Science（计算与数据科学学院）； Nanyang Technological University（南洋理工大学）

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

Comments Accepted to NeurIPS 2025 D&B Track