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。

2025-07-29 至 2025-07-29 共收录 6 篇信号源：cs.CV, eess.IV, cs.MM

1. 视频生成 6 篇

2504.16907 2025-07-29 cs.CV cs.AI 86%

BadVideo: Stealthy Backdoor Attack against Text-to-Video Generation

Ruotong Wang, Mingli Zhu, Jiarong Ou, Rui Chen, Xin Tao, Pengfei Wan, Baoyuan Wu

机构 * The Chinese University of Hong Kong, Shenzhen（香港中文大学（深圳））； Kling Team, Kuaishou Technology（快手科技 Kling 团队）

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

Comments Accepted by ICCV 2025

2507.19836 2025-07-29 cs.GR cs.AI cs.CV cs.MM cs.SD 81%

ChoreoMuse: Robust Music-to-Dance Video Generation with Style Transfer and Beat-Adherent Motion

Xuanchen Wang, Heng Wang, Weidong Cai

机构 * School of Computer Science, The University of Sydney（计算机科学学院，悉尼大学）

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

Comments 10 pages, 5 figures, accepted by the 33rd ACM International Conference on Multimedia (ACM MM 2025), demo page: https://choreomuse.github.io

2507.20855 2025-07-29 cs.CV 57%

Compositional Video Synthesis by Temporal Object-Centric Learning

Adil Kaan Akan, Yucel Yemez

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

Comments 12+21 pages, submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), currently under review

2503.18945 2025-07-29 cs.CV cs.AI cs.LG cs.RO 57%

Aether: Geometric-Aware Unified World Modeling

Aether Team, Haoyi Zhu, Yifan Wang, Jianjun Zhou, Wenzheng Chang, Yang Zhou, Zizun Li, Junyi Chen, Chunhua Shen, Jiangmiao Pang, Tong He

机构 * USTC Shanghai AI Lab（USTC上海人工智能实验室）； SII SJTU（SJTU信息研究所）； ZJU FDU（浙江大学福州大学）

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

Comments Project Page: https://aether-world.github.io/

2501.06438 2025-07-29 cs.CV 57%

Qffusion: Controllable Portrait Video Editing via Quadrant-Grid Attention Learning

Maomao Li, Lijian Lin, Yunfei Liu, Ye Zhu, Yu Li

机构 * International Digital Economy Academy (IDEA)（国际数字经济学院）

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

Comments 19 pages

Journal ref TVCG 2025

2411.12789 2025-07-29 cs.CV 57%

Efficient Physics Simulation for 3D Scenes via MLLM-Guided Gaussian Splatting

Haoyu Zhao, Hao Wang, Xingyue Zhao, Hao Fei, Hongqiu Wang, Chengjiang Long, Hua Zou

机构 * School of Computer Science, Wuhan University（武汉大学计算机学院）； Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology（华中科技大学光电研究院）； Meta Reality Lab（Meta现实实验室）； Xi’an Jiao Tong University（西安交通大学）； National University of Singapore（新加坡国立大学）； The Department of Systems Hub, Hong Kong University of Science and Technology (Guangzhou)（香港科技大学系统枢纽部门（广州））

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

Comments ICCV 2025