视频大模型

ViSS-R1: Self-Supervised Reinforcement Video Reasoning

Bo Fang, Yuxin Song, Qiangqiang Wu, Haoyuan Sun, Wenhao Wu, Antoni B. Chan

机构 * City University of Hong Kong（香港城市大学） ； Baidu Inc.（百度公司） ； Tsinghua University（清华大学） ； The University of Sydney（悉尼大学） 纠错

专题命中 视频理解 ：video reasoning(title,abstract)；video understanding(abstract)；分类 cs.CV

Comments Our paper was initially titled "Video-SSR1: Self-Supervised Reinforcement Video Reasoning." Upon noticing its close resemblance to the title of a recently released paper, we have decided to rename our work as "ViSS-R1."

CacheFlow: Compressive Streaming Memory for Efficient Long-Form Video Understanding

Shrenik Patel, Daivik Patel

机构 * Rutgers University（罗切斯特大学） 纠错

专题命中 视频理解 ：video understanding(title,abstract)；分类 cs.CV

ReaSon: Reinforced Causal Search with Information Bottleneck for Video Understanding

Yuan Zhou, Litao Hua, Shilong Jin, Wentao Huang, Haoran Duan

专题命中 视频理解 ：video understanding(title,abstract)；分类 cs.CV

Comments Accepted to AAAI 2026. Code is available at: https://github.com/robin-hlt/AAAI26-ReaSon

CA^2ST: Cross-Attention in Audio, Space, and Time for Holistic Video Recognition

Jongseo Lee, Joohyun Chang, Dongho Lee, Jinwoo Choi

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments Our paper has been accepted to IEEE TPAMI