A gaze-only student model distilled from a joint gaze-video teacher achieves high skill-assessment accuracy using 73x less power than prior methods.
Luci- daction: A hierarchical and multi-model dataset for com- prehensive action quality assessment.Advances in Neural Information Processing Systems, 37:96468–96482, 2024
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SkillSight: Efficient First-Person Skill Assessment with Gaze
A gaze-only student model distilled from a joint gaze-video teacher achieves high skill-assessment accuracy using 73x less power than prior methods.