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09/11/2023
Adaptive User-centered Neuro-symbolic Learning for Multimodal Interaction with Autonomous Systems
Recent advances in machine learning, particularly deep learning, have en...
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09/08/2023
SynthoGestures: A Novel Framework for Synthetic Dynamic Hand Gesture Generation for Driving Scenarios
Creating a diverse and comprehensive dataset of hand gestures for dynami...
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07/07/2023
Teach Me How to Learn: A Perspective Review towards User-centered Neuro-symbolic Learning for Robotic Surgical Systems
Recent advances in machine learning models allowed robots to identify ob...
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11/07/2022
Adaptive User-Centered Multimodal Interaction towards Reliable and Trusted Automotive Interfaces
With the recently increasing capabilities of modern vehicles, novel appr...
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10/20/2022
In-Vehicle Interface Adaptation to Environment-Induced Cognitive Workload
Many car accidents are caused by human distractions, including cognitive...
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08/10/2022
What's on your mind? A Mental and Perceptual Load Estimation Framework towards Adaptive In-vehicle Interaction while Driving
Several researchers have focused on studying driver cognitive behavior a...
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11/03/2021
ML-PersRef: A Machine Learning-based Personalized Multimodal Fusion Approach for Referencing Outside Objects From a Moving Vehicle
Over the past decades, the addition of hundreds of sensors to modern veh...
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09/23/2020