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08/01/2023
EEG-based Cognitive Load Classification using Feature Masked Autoencoding and Emotion Transfer Learning
Cognitive load, the amount of mental effort required for task completion...
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04/09/2023
Multimodal Brain-Computer Interface for In-Vehicle Driver Cognitive Load Measurement: Dataset and Baselines
Through this paper, we introduce a novel driver cognitive load assessmen...
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06/18/2022
Multistream Gaze Estimation with Anatomical Eye Region Isolation by Synthetic to Real Transfer Learning
We propose a novel neural pipeline, MSGazeNet, that learns gaze represen...
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06/09/2022
AttX: Attentive Cross-Connections for Fusion of Wearable Signals in Emotion Recognition
We propose cross-modal attentive connections, a new dynamic and effectiv...
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12/15/2021
Gaze Estimation with Eye Region Segmentation and Self-Supervised Multistream Learning
We present a novel multistream network that learns robust eye representa...
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08/22/2021
A Transformer Architecture for Stress Detection from ECG
Electrocardiogram (ECG) has been widely used for emotion recognition. Th...
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08/04/2021
Attentive Cross-modal Connections for Deep Multimodal Wearable-based Emotion Recognition
Classification of human emotions can play an essential role in the desig...
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08/24/2020
Unsupervised Multi-Modal Representation Learning for Affective Computing with Multi-Corpus Wearable Data
With recent developments in smart technologies, there has been a growing...
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07/31/2019