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。

2025-09-04 至 2025-09-04 共收录 6 篇信号源：cs.CV, eess.IV, cs.MM

1. 视频生成 2 篇

2509.01028 2025-09-04 cs.CV 57%

CompSlider: Compositional Slider for Disentangled Multiple-Attribute Image Generation

Zixin Zhu, Kevin Duarte, Mamshad Nayeem Rizve, Chengyuan Xu, Ratheesh Kalarot, Junsong Yuan

机构 * University at Buffalo（布法罗大学）； Adobe Inc. (ASML)（Adobe公司）

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

Comments Accepted by ICCV 2025

2412.12278 2025-09-04 cs.CV 57%

Towards a Universal Synthetic Video Detector: From Face or Background Manipulations to Fully AI-Generated Content

Rohit Kundu, Hao Xiong, Vishal Mohanty, Athula Balachandran, Amit K. Roy-Chowdhury

机构 * Google, Mountain View, USA（谷歌（Mountain View, USA））； University of California, Riverside（加州大学河滨分校）

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

2. 长视频与时序推理 3 篇

2508.04416 2025-09-04 cs.CV 89%

Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning

Haoji Zhang, Xin Gu, Jiawen Li, Chixiang Ma, Sule Bai, Chubin Zhang, Bowen Zhang, Zhichao Zhou, Dongliang He, Yansong Tang

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

2509.03426 2025-09-04 cs.CV 70%

Time-Scaling State-Space Models for Dense Video Captioning

AJ Piergiovanni, Ganesh Satish Mallya, Dahun Kim, Anelia Angelova

机构 * Google Deepmind（谷歌DeepMind）

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

Comments BMVC 2025

2509.03501 2025-09-04 cs.CV cs.AI cs.HC cs.LG 57%

Strefer: Empowering Video LLMs with Space-Time Referring and Reasoning via Synthetic Instruction Data

Honglu Zhou, Xiangyu Peng, Shrikant Kendre, Michael S. Ryoo, Silvio Savarese, Caiming Xiong, Juan Carlos Niebles

机构 * Salesforce AI Research（Salesforce AI研究院）

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

Comments This technical report serves as the archival version of our paper accepted at the ICCV 2025 Workshop. For more information, please visit our project website: https://strefer.github.io/

3. 视频数据与评测 1 篇

2411.02708 2025-09-04 cs.LG cs.AI cs.CL 50%

Exploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios

Yunkai Dang, Mengxi Gao, Yibo Yan, Xin Zou, Yanggan Gu, Jungang Li, Jingyu Wang, Peijie Jiang, Aiwei Liu, Jia Liu, Xuming Hu

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州））； The Hong Kong University of Science and Technology（香港科技大学）； Tsinghua University（清华大学）； Ant Group（蚂蚁集团）； Alibaba Group（阿里巴巴集团）

专题命中视频数据与评测：video understanding(abstract)