1 citations · 1 across the 3 of their papers we have counts for
3 papers
Factor-Informed Uncertainty Distillation for Gaze Estimation
Mohammadreza Jamalifard, Yaxiong Lei, Javier Fumanal Idocin +3
Deep gaze estimation works well in controlled capture but degrades in unconstrained settings, where systems must reject unreliable predictions. Single-pass uncertainty (e.g., heter…
Coordinate Singularities Break Conformal Coverage for Gaze and Head Pose
Mohammadreza Jamalifard, Yaxiong Lei, Parastoo Azizinezhad +1
Conformal prediction provides distribution-free reliability guarantees for vision systems, but these guarantees depend on how prediction errors are measured in the output space. Ma…
A Neuro-Symbolic System for Interpretable Multimodal Physiological Signals Integration in Human Fatigue Detection
Mohammadreza Jamalifard, Yaxiong Lei, Parasto Azizinezhad +2
We propose a neuro-symbolic architecture that learns four interpretable physiological concepts, oculomotor dynamics, gaze stability, prefrontal hemodynamics, and multimodal, from e…