Video-Language Models

2 papers across 2 sessions

Poster Session 3

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Towards Understanding Camera Motions in Any Video

#4717 Spotlight · Zhiqiu Lin, Siyuan Cen, Daniel Jiang, Jay Karhade, Hewei Wang, Chancharik Mitra, Yu Tong Tiffany Ling, Yuhan Huang, Rushikesh Zawar, Xue Bai, Yilun Du, Chuang Gan, Deva Ramanan

CameraBench is a large-scale effort that pushes video-language models to reason about the language of camera motion just like professional cinematographers.

Poster Session 5

1 paper

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Vid-SME: Membership Inference Attacks against Large Video Understanding Models

#1302 · Qi Li, Runpeng Yu, Xinchao Wang