Jan Stenkamp

According to our database, Jan Stenkamp authored at least 8 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Trainable Bitwise Soft Quantization for Input Feature Compression.

Karsten Schrödter, Jan Stenkamp, Nina Herrmann, Fabian Gieseke

CoRR, March, 2026

Short Paper: Counting Parked Bicycles on the Edge - A TinyML Smart City Application.

Jan Stenkamp, Mathis Hunke, Cem Karatas, Steffen Kirchhoff, Christoph Knaden, Paul Naebers, Lige Zhao, Benjamin Karic, Fabian Gieseke, Nina Herrmann

Proceedings of the 2026 ACM/IEEE International Conference on Embedded Artificial Intelligence and Sensing Systems, 2026

2025

Boosted Trees on a Diet: Compact Models for Resource-Constrained Devices.

Jan Stenkamp, Nina Herrmann, Benjamin Karic, Stefan Oehmcke, Fabian Gieseke

CoRR, October, 2025

Send Less, Save More: Energy-Efficiency Benchmark of Embedded CNN Inference vs. Data Transmission in IoT.

Benjamin Karic, Nina Herrmann, Jan Stenkamp, Paula Scharf, Fabian Gieseke, Angela Schwering

CoRR, October, 2025

2024

Collecting Data in an Immersive Video Environment to Set up an Agent-Based Model of Pedestrians' Compliance with COVID-Related Interventions.

Benjamin Karic, Jan Stenkamp, Michael Brüggemann, Simon Schröder, Christian Kray, Judith Verstegen

J. Artif. Soc. Soc. Simul., 2024

2023

Using an Immersive Video Environment to Assess Pedestrians' Compliance With COVID Distance Keeping Interventions.

Jan Stenkamp, Benjamin Karic, Paula Scharf, Judith Anne Verstegen, Christian Kray

Interact. Comput., September, 2023

Towards dynamically generating immersive video scenes for studying human-environment interactions.

Simon Schröder, Jan Stenkamp, Michael Brüggemann, Benjamin Karic, Judith Anne Verstegen, Christian Kray

Proceedings of the 26th AGILE Conference on Geographic Information Science, 2023

2022

Benchmarking Invasive Alien Species Image Recognition Models for a Citizen Science Based Spatial Distribution Monitoring.

Tom Niers, Jan Stenkamp, Nick Pascal Jakuschona, Thomas Bartoschek, Sven Schade

Proceedings of the 25th AGILE Conference on Geographic Information Science, 2022