Counting Parked Bicycles on the Edge - A TinyML Smart City Application Stenkamp, Jan; Hunke, Mathis; Karatas, Cem; Kirchhoff, Steffen; Knaden, Christoph; Naebers, Paul; Zhao, Lige; Karic, Benjamin; Gieseke, Fabian; Herrmann, Nina In: IEEE/ACM (eds.), Proceedings of the 24rd Conference on Embedded Artificial Intelligence and Sensing Systems. ACM Digital Library. Research article in digital collection (conference)
Trainable Bitwise Soft Quantization for Input Feature Compression Schrödter, Karsten; Stenkamp, Jan; Herrmann, Nina; Gieseke, Fabian (2026) In: (eds.), Proceedings of the Third Conference on Parsimony and Learning (CPAL). (kein Verlag angegeben). Research article in edited proceedings (conference)
Boosted Trees on a Diet: Compact Models for Resource-Constrained Devices Herrmann, Nina; Stenkamp, Jan; Karic, Benjamin; Oehmke, Stefan; Gieseke, Fabian (2026) In: ICLR (eds.), The Fourteenth International Conference on Learning Representations. OpenReview:12800. Research article in digital collection (conference)

Duration: 01/01/2021 - 31/12/2024

Funded by: Universitätsstiftung Münster - Citizen Science Wettbewerb

Type of project: Individual project

Sieger WWU-Citizen-Science-Preis 2021 - "Wie divers ist mein Garten? Automatisiertes Biodiversitätsmonitoring an heimischen Vogelfutterstationen"
Awarded by: Stiftung WWU Münster
Award given to: Stenkamp, Jan; Niers, Tom; Jakuschona, Nick
Announced at: 04/04/2022 | Date of awarding: 15/04/2022
Type of distinction: Research award or other distinction