视频大模型 - arXivDaily 专题

2511.06055 2025-11-11 cs.CV 83%

Neodragon: Mobile Video Generation using Diffusion Transformer

Animesh Karnewar, Denis Korzhenkov, Ioannis Lelekas, Adil Karjauv, Noor Fathima, Hanwen Xiong, Vancheeswaran Vaidyanathan, Will Zeng, Rafael Esteves, Tushar Singhal, Fatih Porikli, Mohsen Ghafoorian, Amirhossein Habibian

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

2511.01450 2025-11-11 cs.CV cs.AI 79%

Reg-DPO: SFT-Regularized Direct Preference Optimization with GT-Pair for Improving Video Generation

Jie Du, Xinyu Gong, Qingshan Tan, Wen Li, Yangming Cheng, Weitao Wang, Chenlu Zhan, Suhui Wu, Hao Zhang, Jun Zhang

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

Comments The paper is withdrawn due to the need for further revision and verification of experimental results. A revised version will be resubmitted once the updates are completed

2509.20358 2025-11-11 cs.CV 79%

PhysCtrl: Generative Physics for Controllable and Physics-Grounded Video Generation

Chen Wang, Chuhao Chen, Yiming Huang, Zhiyang Dou, Yuan Liu, Jiatao Gu, Lingjie Liu

机构 * University of Pennsylvania（宾夕法尼亚大学）； HKU（香港大学）； HKUST（香港科技大学）

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

Comments NeurIPS 2025 Camera Ready Version

2511.06271 2025-11-11 cs.CV 77%

RelightMaster: Precise Video Relighting with Multi-plane Light Images

Weikang Bian, Xiaoyu Shi, Zhaoyang Huang, Jianhong Bai, Qinghe Wang, Xintao Wang, Pengfei Wan, Kun Gai, Hongsheng Li

机构 * Multimedia Laboratory, The Chinese University of Hong Kong（香港中文大学多媒体实验室）； Kling Team, Kuaishou Technology（快手技术 Kling 团队）； CPII under InnoHK（创新香港 CPII）； Zhejiang University（浙江大学）； Dalian University of Technology（大连理工大学）

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

Comments Project Page: https://wkbian.github.io/Projects/RelightMaster/

2511.05573 2025-11-11 cs.CV cs.AI 70%

Video Text Preservation with Synthetic Text-Rich Videos

Ziyang Liu, Kevin Valencia, Justin Cui

机构 * University of California, Los Angeles（加州大学洛杉矶分校）

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

2511.07416 2025-11-11 cs.RO cs.AI cs.CV 57%

Robot Learning from a Physical World Model

Jiageng Mao, Sicheng He, Hao-Ning Wu, Yang You, Shuyang Sun, Zhicheng Wang, Yanan Bao, Huizhong Chen, Leonidas Guibas, Vitor Guizilini, Howard Zhou, Yue Wang

机构 * Google DeepMind（谷歌DeepMind）； USC（美国斯克利普斯大学）； Stanford（斯坦福大学）； Toyota Research Institute（丰田研究机构）

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

Comments Project page: https://pointscoder.github.io/PhysWorld_Web/

2511.05682 2025-11-11 cs.CV cs.LG 57%

VMDT: Decoding the Trustworthiness of Video Foundation Models

Yujin Potter, Zhun Wang, Nicholas Crispino, Kyle Montgomery, Alexander Xiong, Ethan Y. Chang, Francesco Pinto, Yuqi Chen, Rahul Gupta, Morteza Ziyadi, Christos Christodoulopoulos, Bo Li, Chenguang Wang, Dawn Song

机构 * University of California, Berkeley（加州大学伯克利分校）； University of California, Santa Cruz（加州大学圣克ruz分校）； University of Illinois at Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校）； University of Chicago（芝加哥大学）； Amazon（亚马逊）； Information Commissioner’s Office（信息专员办公室）

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

Comments NeurIPS 2025 Datasets & Benchmarks

1. 视频生成 7 篇