视频大模型

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos

StreamGaze：流媒体视频中的目光引导时间推理与前瞻性理解

Daeun Lee, Subhojyoti Mukherjee, Branislav Kveton, Ryan A. Rossi, Viet Dac Lai, Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Mohit Bansal

机构 * University of North Carolina, Chapel Hill（北卡罗来纳大学教堂山分校） ； Adobe Research（Adobe研究院） 纠错

专题命中 视频问答 ：video understanding(abstract)；分类 cs.CV

AI总结 StreamGaze通过引入目光引导的任务评估多模态大语言模型在流媒体视频中的时间推理和前瞻性理解能力，揭示了现有模型在目光引导下的时间推理、意图建模和前瞻性预测方面的局限性。

Comments Accepted to CVPR 2026 with strong scores (5/5/5) but desk-rejected after the camera-ready due to not completing all reviewing duties