1 citations · 1 across the 4 of their papers we have counts for
5 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…
Interpreting Contrastive Embeddings in Specific Domains with Fuzzy Rules
Javier Fumanal-Idocin, Mohammadreza Jamalifard, Javier Andreu-Perez
Free-style text is still one of the common ways in which data is registered in real environments, like legal procedures and medical records. Because of that, there have been signif…
Fuzzy Norm-Explicit Product Quantization for Recommender Systems
Mohammadreza Jamalifard, Javier Andreu-Perez, Hani Hagras +1
As the data resources grow, providing recommendations that best meet the demands has become a vital requirement in business and life to overcome the information overload problem. H…