Future-privileged supervision during training improves causal egocentric gaze estimation, with optimal gains at 1.7-3.3 seconds look-ahead on EGTEA Gaze+ and 2.7 seconds on Ego4D.
Gazepointar: A context-aware multimodal voice assistant for pronoun dis- ambiguation in wearable augmented reality
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How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation
Future-privileged supervision during training improves causal egocentric gaze estimation, with optimal gains at 1.7-3.3 seconds look-ahead on EGTEA Gaze+ and 2.7 seconds on Ego4D.