Paul Hungler

According to our database, Paul Hungler authored at least 16 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Multidomain EEG Representation Learning With Orthogonal Mapping and Attention-Based Fusion for Cognitive Load Classification.

Prithila Angkan, Amin Jalali, Paul Hungler, Ali Etemad

IEEE Trans. Hum. Mach. Syst., April, 2026

2025

CLARE: Cognitive Load Assessment in Real-Time With Multimodal Data.

Anubhav Bhatti, Prithila Angkan, Behnam Behinaein, Zunayed Mahmud, Dirk Rodenburg, Heather Braund, P. James Mclellan, Aaron J. Ruberto, Geoffery Harrison, Daryl Wilson, Adam Szulewski, Dan Howes, Ali Etemad, Paul Hungler

IEEE Trans. Cogn. Dev. Syst., December, 2025

Understanding Mental States in Active and Autonomous Driving with EEG.

Prithila Angkan, Paul Hungler, Ali Etemad

CoRR, December, 2025

Graph-Based Learning of Spectro-Topographical EEG Representations with Gradient Alignment for Brain-Computer Interfaces.

Prithila Angkan, Amin Jalali, Paul Hungler, Ali Etemad

CoRR, December, 2025

Multi-Domain EEG Representation Learning with Orthogonal Mapping and Attention-based Fusion for Cognitive Load Classification.

Prithila Angkan, Amin Jalali, Paul Hungler, Ali Etemad

CoRR, November, 2025

2024

Multistream Gaze Estimation With Anatomical Eye Region Isolation by Synthetic to Real Transfer Learning.

Zunayed Mahmud, Paul Hungler, Ali Etemad

IEEE Trans. Artif. Intell., August, 2024

AttX: Attentive Cross-Connections for Fusion of Wearable Signals in Emotion Recognition.

Anubhav Bhatti, Behnam Behinaein, Paul Hungler, Ali Etemad

ACM Trans. Comput. Heal., July, 2024

Multimodal Brain-Computer Interface for In-Vehicle Driver Cognitive Load Measurement: Dataset and Baselines.

Prithila Angkan, Behnam Behinaein, Zunayed Mahmud, Anubhav Bhatti, Dirk Rodenburg, Paul Hungler, Ali Etemad

IEEE Trans. Intell. Transp. Syst., June, 2024

CLARE: Cognitive Load Assessment in REaltime with Multimodal Data.

Anubhav Bhatti, Prithila Angkan, Behnam Behinaein, Zunayed Mahmud, Dirk Rodenburg, Heather Braund, P. James Mclellan, Aaron J. Ruberto, Geoffery Harrison, Daryl Wilson, Adam Szulewski, Dan Howes, Ali Etemad, Paul Hungler

CoRR, 2024

2023

Unsupervised multi-modal representation learning for affective computing with multi-corpus wearable data.

Kyle Ross, Paul Hungler, Ali Etemad

J. Ambient Intell. Humaniz. Comput., 2023

EEG-based Cognitive Load Classification using Feature Masked Autoencoding and Emotion Transfer Learning.

Dustin Pulver, Prithila Angkan, Paul Hungler, Ali Etemad

Proceedings of the 25th International Conference on Multimodal Interaction, 2023

2021

Gaze Estimation with Eye Region Segmentation and Self-Supervised Multistream Learning.

Zunayed Mahmud, Paul Hungler, Ali Etemad

CoRR, 2021

A Transformer Architecture for Stress Detection from ECG.

Behnam Behinaein, Anubhav Bhatti, Dirk Rodenburg, Paul Hungler, Ali Etemad

Proceedings of the ISWC 2021: Proceedings of the 2021 ACM International Symposium on Wearable Computers, 2021

Attentive Cross-modal Connections for Deep Multimodal Wearable-based Emotion Recognition.

Anubhav Bhatti, Behnam Behinaein, Dirk Rodenburg, Paul Hungler, Ali Etemad

Proceedings of the 2021 9th International Conference on Affective Computing and Intelligent Interaction, 2021

2019

Toward Dynamically Adaptive Simulation: Multimodal Classification of User Expertise Using Wearable Devices.

Kyle Ross, Pritam Sarkar, Dirk Rodenburg, Aaron J. Ruberto, Paul Hungler, Adam Szulewski, Daniel Howes, Ali Etemad

Sensors, 2019

Classification of Cognitive Load and Expertise for Adaptive Simulation using Deep Multitask Learning.

Pritam Sarkar, Kyle Ross, Aaron J. Ruberto, Dirk Rodenburg, Paul Hungler, Ali Etemad

Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019