David J. Lerch

According to our database, David J. Lerch authored at least 10 papers between 2023 and 2025.

Collaborative distances:

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

2025

Self-Supervised Driver Distraction Detection for Imbalanced Datasets.

Suraj Bhardwaj, David J. Lerch, Manuel Martin, Frederik Diederichs, Rainer Stiefelhagen

Proceedings of the 28th IEEE International Conference on Intelligent Transportation Systems, 2025

Learning Robust Aligned Representations Across Multiple Visual Modalities in Human Action Recognition.

David J. Lerch, Bastian Rothenburger, Zeyun Zhong, Manuel Martin, Frederik Diederichs, Rainer Stiefelhagen

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

Generated User Interfaces for Human-AI Interaction in Cars: Evaluation of AI-Generated Motion Sickness Notifications in Automated Cars.

David J. Lerch, Kathleen Entz, Johannes Merschroth, Frederik Diederichs

Proceedings of the HCI in Mobility, Transport, and Automotive Systems, 2025

A Model of Driver Readiness After Sleep.

Jutta Hild, David J. Lerch, Frederik Diederichs

Proceedings of the HCI International 2025 - Late Breaking Papers, 2025

From Sleep Mode to Drive Mode: Take-Over after Sleep Takes Minutes not Seconds.

Frederik Diederichs, Amina Hermanns, David J. Lerch, Jutta Hild

Proceedings of the HCI International 2025 Posters, 2025

2024

Unsupervised 3D Skeleton-Based Action Recognition using Cross-Attention with Conditioned Generation Capabilities.

David J. Lerch, Zeyun Zhong, Manuel Martin, Michael Voit, Jürgen Beyerer

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

3D Skeleton-Based Driver Activity Recognition Using Self-Supervised Learning.

David J. Lerch, Yasser El Bachiri, Manuel Martin, Frederik Diederichs, Rainer Stiefelhagen

Proceedings of the 27th IEEE International Conference on Intelligent Transportation Systems, 2024

Activities that Correlate with Motion Sickness in Driving Cars - An International Online Survey.

Frederik Diederichs, Amina Hermanns, David J. Lerch, Zeyun Zhong, Daniela Piechnik, Lesley-Ann Mathis, Boyu Xian, Nicklas Vaupel, Ajona Vijayakumar, Canmert Cabaroglu, Jessica Rausch

Proceedings of the HCI in Mobility, Transport, and Automotive Systems, 2024

Generating Proactive Suggestions based on the Context: User Evaluation of Large Language Model Outputs for In-Vehicle Voice Assistants.

Lesley-Ann Mathis, Can Günes, Kathleen Entz, David J. Lerch, Frederik Diederichs, Harald Widlroither

Proceedings of the ACM Conversational User Interfaces 2024, 2024

2023

Viewpoint Invariant 3D Driver Body Pose-Based Activity Recognition.

Manuel Martin, David J. Lerch, Michael Voit

Proceedings of the IEEE Intelligent Vehicles Symposium, 2023