1 citations · 1 across the 6 of their papers we have counts for
7 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…
GazeSync: A Mobile Eye-Tracking Tool for Analyzing Visual Attention on Dynamically Manipulated Content
Yaxiong Lei, Rishab Talwar, Shijing He +5
Conventional mobile eye-tracking maps gaze to static screen coordinates, failing to capture user attention when content is dynamic. As users pinch, zoom, and rotate images, static…
GazeCode: Recall-Based Verification for Higher-Quality In-the-Wild Mobile Gaze Data Collection
Yaxiong Lei, Thomas Davies, Xinya Gong +2
Large-scale mobile gaze estimation relies on in-the-wild datasets, yet unsupervised collection makes it difficult to verify whether participants truly foveate logged targets. Prior…
TinyGaze: Lightweight Gaze-Gesture Recognition on Commodity Mobile Devices
Yaxiong Lei, Hyochan Cho, Fergus Buchanan +4
Gaze gestures can provide hands free input on mobile devices, but practical use requires (i) gestures users can learn and recall and (ii) recognition models that are efficient enou…
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…