A gaze-only student model distilled from a joint gaze-video teacher achieves high skill-assessment accuracy using 73x less power than prior methods.
Video-based surgical skill assessment using 9 3d convolutional neural networks.International Journal of Computer Assisted Radiology and Surgery, 14(7):1217– 1225
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
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.