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cs.CV2025
EgoInstruct: An Egocentric Video Dataset of Face-to-face Instructional Interactions with Multi-modal LLM Benchmarking
Yuki Sakai, Ryosuke Furuta, Juichun Yen +1
Analyzing instructional interactions between an instructor and a learner who are co-present in the same physical space is a critical problem for educational support and skill trans…
cs.AI2025
EgoBrain: Synergizing Minds and Eyes For Human Action Understanding
Nie Lin, Yansen Wang, Dongqi Han +5
The integration of brain-computer interfaces (BCIs), in particular electroencephalography (EEG), with artificial intelligence (AI) has shown tremendous promise in decoding human co…
cs.CV2025
Leadership Assessment in Pediatric Intensive Care Unit Team Training
Liangyang Ouyang, Yuki Sakai, Ryosuke Furuta +3
This paper addresses the task of assessing PICU team's leadership skills by developing an automated analysis framework based on egocentric vision. We identify key behavioral cues,…