2 papers
cs.HC2026
E3Sense: Head-Confined Multimodal Sensing of Learner Engagement
Sidharth Anupkrishnan, Itir Sayar, Jeongah Lee +5
Engagement-aware learning systems could provide hints or adjust pacing when learners struggle. Prior engagement sensing work distributes sensors across or outside the body rather t…
cs.CV2026
Geometry-Guided Camera Motion Understanding in VideoLLMs
Haoan Feng, Sri Harsha Musunuri, Guan-Ming Su
Camera motion is a fundamental geometric signal that shapes visual perception and cinematic style, yet current video-capable vision-language models (VideoLLMs) rarely represent it…