Real Eyes Realize Faster: Gaze Stability and Pupil Novelty for Efficient Egocentric Learning

Ajan Subramanian, Sumukh Bettadapura, Rohan Sathish

Always-on egocentric cameras are increasingly used as demonstrations for embodied robotics, imitation learning, and assistive AR, but the resulting video streams are dominated by r…