EyeSeg adds an uncertainty head to an eye segmentation network, proving that the predicted variance equals the feature distance to the class center under known labels, and uses this score to filter unreliable predictions.
Real-time gaze tracking with event-driven eye segmentation
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EyeSeg: An Uncertainty-Aware Eye Segmentation Framework for AR/VR
EyeSeg adds an uncertainty head to an eye segmentation network, proving that the predicted variance equals the feature distance to the class center under known labels, and uses this score to filter unreliable predictions.