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。

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

1. 视频扩散模型 4 篇

2510.07345 2025-10-10 q-bio.QM cs.AI eess.IV 83%

Mitigating Surgical Data Imbalance with Dual-Prediction Video Diffusion Model

Danush Kumar Venkatesh, Adam Schmidt, Muhammad Abdullah Jamal, Omid Mohareri

机构 * a Department of Translational Surgical Oncology, NCT/UCC Dresden, a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden,HZDR, Germany（a 转化外科肿瘤学部，NCT/UCC 德累斯顿，DKFZ、医学院和卡尔·古斯塔夫·卡尔斯医院、德累斯顿技术大学、HZDR 的联合体，德国）； b Intuitive Surgical, Inc., Sunnyvale, CA, United States（b 直觉手术公司，美国加利福尼亚州 Sunnyvale）

专题命中视频扩散模型：video diffusion(title,abstract)；video understanding(abstract)；分类 eess.IV

Comments 29 pages, 16 figures

2510.08530 2025-10-10 cs.GR cs.CV 70%

X2Video: Adapting Diffusion Models for Multimodal Controllable Neural Video Rendering

Zhitong Huang, Mohan Zhang, Renhan Wang, Rui Tang, Hao Zhu, Jing Liao

机构 * City University of Hong Kong（香港城市大学）； WeChat, Tencent Inc（微信、腾讯公司）； Manycore Tech Inc（很多核科技公司）

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

Comments Code, model, and dataset will be released at project page soon: https://luckyhzt.github.io/x2video

2510.07654 2025-10-10 cs.CV 57%

Once Is Enough: Lightweight DiT-Based Video Virtual Try-On via One-Time Garment Appearance Injection

Yanjie Pan, Qingdong He, Lidong Wang, Bo Peng, Mingmin Chi

机构 * School of computer science, Shanghai key laboratory of data science, Fudan University, China（计算机学院、数据科学重点实验室、复旦大学）； Tencent Youtu Lab, China（腾讯优图实验室）； Shanghai Ocean University, China（上海海洋大学）

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

Comments 5 pages (including references), 4 figures. Code and models will be released upon publication

2503.15742 2025-10-10 cs.CV 57%

Uncertainty-Aware Diffusion Guided Refinement of 3D Scenes

Sarosij Bose, Arindam Dutta, Sayak Nag, Junge Zhang, Jiachen Li, Konstantinos Karydis, Amit K. Roy Chowdhury

机构 * University of California, Riverside, USA（加州大学河滨分校）

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

Comments ICCV 2025