Paul Hungler

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 18

Top Topics

Region Segmentation

Transfer Learning

Dangerous Situations

Top Venues

ACII (Workshops and Demos)

Publications

Zunayed Mahmud, Paul Hungler, Ali Etemad
Multistream Gaze Estimation With Anatomical Eye Region Isolation by Synthetic to Real Transfer Learning. IEEE Trans. Artif. Intell. 5 (8) (2024)
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
CLARE: Cognitive Load Assessment in REaltime with Multimodal Data. CoRR (2024)
Prithila Angkan, Behnam Behinaein, Zunayed Mahmud, Anubhav Bhatti, Dirk Rodenburg, Paul Hungler, Ali Etemad
Multimodal Brain-Computer Interface for In-Vehicle Driver Cognitive Load Measurement: Dataset and Baselines. IEEE Trans. Intell. Transp. Syst. 25 (6) (2024)
Prithila Angkan, Behnam Behinaein, Zunayed Mahmud, Anubhav Bhatti, Dirk Rodenburg, Paul Hungler, Ali Etemad
Multimodal Brain-Computer Interface for In-Vehicle Driver Cognitive Load Measurement: Dataset and Baselines. CoRR (2023)
Kyle Ross, Paul Hungler, Ali Etemad
Unsupervised multi-modal representation learning for affective computing with multi-corpus wearable data. J. Ambient Intell. Humaniz. Comput. 14 (4) (2023)
Dustin Pulver, Prithila Angkan, Paul Hungler, Ali Etemad
EEG-based Cognitive Load Classification using Feature Masked Autoencoding and Emotion Transfer Learning. ICMI (2023)
Dustin Pulver, Prithila Angkan, Paul Hungler, Ali Etemad
EEG-based Cognitive Load Classification using Feature Masked Autoencoding and Emotion Transfer Learning. CoRR (2023)
Anubhav Bhatti, Behnam Behinaein, Paul Hungler, Ali Etemad
AttX: Attentive Cross-Connections for Fusion of Wearable Signals in Emotion Recognition. CoRR (2022)
Zunayed Mahmud, Paul Hungler, Ali Etemad
Multistream Gaze Estimation with Anatomical Eye Region Isolation by Synthetic to Real Transfer Learning. CoRR (2022)
Behnam Behinaein, Anubhav Bhatti, Dirk Rodenburg, Paul Hungler, Ali Etemad
A Transformer Architecture for Stress Detection from ECG. ISWC (2021)
Anubhav Bhatti, Behnam Behinaein, Dirk Rodenburg, Paul Hungler, Ali Etemad
Attentive Cross-modal Connections for Deep Multimodal Wearable-based Emotion Recognition. ACII (Workshops and Demos) (2021)
Behnam Behinaein, Anubhav Bhatti, Dirk Rodenburg, Paul Hungler, Ali Etemad
A Transformer Architecture for Stress Detection from ECG. CoRR (2021)
Zunayed Mahmud, Paul Hungler, Ali Etemad
Gaze Estimation with Eye Region Segmentation and Self-Supervised Multistream Learning. CoRR (2021)
Anubhav Bhatti, Behnam Behinaein, Dirk Rodenburg, Paul Hungler, Ali Etemad
Attentive Cross-modal Connections for Deep Multimodal Wearable-based Emotion Recognition. CoRR (2021)
Kyle Ross, Paul Hungler, Ali Etemad
Unsupervised Multi-Modal Representation Learning for Affective Computing with Multi-Corpus Wearable Data. CoRR (2020)
Pritam Sarkar, Kyle Ross, Aaron J. Ruberto, Dirk Rodenburg, Paul Hungler, Ali Etemad
Classification of Cognitive Load and Expertise for Adaptive Simulation using Deep Multitask Learning. CoRR (2019)
Pritam Sarkar, Kyle Ross, Aaron J. Ruberto, Dirk Rodenburg, Paul Hungler, Ali Etemad
Classification of Cognitive Load and Expertise for Adaptive Simulation using Deep Multitask Learning. ACII (2019)
Kyle Ross, Pritam Sarkar, Dirk Rodenburg, Aaron J. Ruberto, Paul Hungler, Adam Szulewski, Daniel Howes, Ali Etemad
Toward Dynamically Adaptive Simulation: Multimodal Classification of User Expertise Using Wearable Devices. Sensors 19 (19) (2019)