Cognitive Assistants

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1. Amr Gomaa; Robin Zitt; Guillermo Reyes; Antonio Krüger

   SynthoGestures: A Novel Framework for Synthetic Dynamic Hand Gesture Generation for Driving Scenarios

   In: Adjunct Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology. ACM Symposium on User Interface Software and …

2. Amr Gomaa; Michael Feld

   Towards Adaptive User-Centered Neuro-Symbolic Learning for Multimodal Interaction with Autonomous Systems

   In: Proceedings of the 25th International Conference on Multimodal Interaction. International Conference on Multimodal Interfaces (ICMI-2023), Paris, …

3. Amr Gomaa; Guillermo Reyes; Michael Feld

   It's All about You: Personalized in-Vehicle Gesture Recognition with a Time-of-Flight Camera

   In: Proceedings of the 15th International Conference on Automotive User Interfaces and Interactive Vehicular Applications. International Conference on …

4. Amr Gomaa; Bilal Mahdy

   Unveiling the Role of Expert Guidance: A Comparative Analysis of User-centered Imitation Learning and Traditional Reinforcement Learning

   In: Proceedings of the 1st International Workshop on Human-in-the-Loop Applied Machine Learning (HITLAML 2023). International Workshop on …

5. Amr Gomaa; Michael Feld

   Adaptive User-centered Neuro-symbolic Learning for Multimodal Interaction with Autonomous Systems

   In: AI & HCI Workshop at the 40th International Conference on Machine Learning (ICML). AI&HCI Workshop @ ICML, located at icml, July 29, Honolulu, …

6. Amr Gomaa

   Adaptive User-Centered Multimodal Interaction towards Reliable and Trusted Automotive Interfaces

   In: ICMI '22: International Conference on Multimodal Interaction. ACM International Conference on Multimodal Interaction (ICMI-2022), located at 24rd …

7. Amr Gomaa; Alexandra Alles; Elena Meiser; Lydia Helene Rupp; Marco Molz; Guillermo Reyes

   What's on your mind? A Mental and Perceptual Load Estimation Framework towards Adaptive In-vehicle Interaction while Driving

   In: AutomotiveUI'22: International Conference on Automotive User Interfaces and Interactive Vehicular Applications. International Conference on …

8. Elena Meiser; Alexandra Katrin Alles; Samuel Selter; Marco Molz; Amr Gomaa; Guillermo Reyes

   In-Vehicle Interface Adaptation to Environment-Induced Cognitive Workload

   In: AutomotiveUI'22 Adjunct: International Conference on Automotive User Interfaces and Interactive Vehicular Applications. International Conference …

9. Amr Gomaa; Guillermo Reyes; Michael Feld

   ML-PersRef: A Machine Learning-based Personalized Multimodal Fusion Approach for Referencing Outside Objects From a Moving Vehicle

   In: ICMI '21: International Conference on Multimodal Interaction. ACM International Conference on Multimodal Interaction (ICMI-2021), located at 23rd …

10. Amr Gomaa; Guillermo Reyes; Alexandra Alles; Lydia Rupp; Michael Feld

    Studying Person-Specific Pointing and Gaze Behavior for Multimodal Referencing of Outside Objects from a Moving Vehicle

    In: ICMI '20: International Conference on Multimodal Interaction. ACM International Conference on Multimodal Interaction (ICMI-2020), located at 22nd …

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