3 papers
cs.CV2026
SkillSight: Efficient First-Person Skill Assessment with Gaze
Chi Hsuan Wu, Kumar Ashutosh, Kristen Grauman
Egocentric perception on smart glasses could transform how we learn new skills in the physical world, but automatic skill assessment remains a fundamental technical challenge. We i…
cs.CV2026
Stitch-a-Demo: Video Demonstrations from Multistep Descriptions
Chi Hsuan Wu, Kumar Ashutosh, Kristen Grauman
When obtaining visual illustrations from text descriptions, today's methods take a description with a single text context - a caption, or an action description - and retrieve or ge…
cs.CV2026
SportSkills: Physical Skill Learning from Sports Instructional Videos
Kumar Ashutosh, Chi Hsuan Wu, Kristen Grauman
Current large-scale video datasets focus on general human activity, but lack depth of coverage on fine-grained activities needed to address physical skill learning. We introduce Sp…