Kevin Kollek

12 papers C 3Journal 3Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — —
Beiträge zur Optimierung künstlicher neuronaler Netze: Komprimierungsmethoden für künstliche neuronale Netze, Realisierung von effizienten Algorithmen auf eingebetteten Systemen und effiziente Approximation von Modellleistungen.
Kevin Kollek
2024 C conf
Deep Learning Method for Doppler Disambiguation.
ISCAS
Marco Braun, Adrian Becker, Mirko Meuter, Simon Roesler, Kevin Kollek, Anton Kummert
2024 C conf
Empirical Study on the Impact of Few-Cost Proxies.
ISCAS
Kevin Kollek, Marco Braun, Jan-Hendrik Meusener, Jan-Christoph Krabbe, Anton Kummert
2024 C conf
FPSeg: Flexible Promptable Semantic Segmentation for Edge Devices.
ISCAS
Jan-Christoph Krabbe, Adrian Bauer, Kevin Kollek, Jan-Hendrik Meusener, Anton Kummert
2024 — conf
RoofSam: Adapting the Segment Anything Model to Rooftop Classification in Aerial Images.
IEEECONF
Adrian Bauer, Jan-Christoph Krabbe, Kevin Kollek, Jörg Velten, Anton Kummert
2024 — conf
Semantic Image Segmentation Annotation Refinement Using SAM.
IEEECONF
Jan-Christoph Krabbe, Adrian Bauer, Kevin Kollek, Jörg Velten, Anton Kummert
2023 J jnl
Deep Learning Method for Cell-Wise Object Tracking, Velocity Estimation and Projection of Sensor Data over Time.
CoRR
Marco Braun, Moritz Luszek, Mirko Meuter, Dominic Spata, Kevin Kollek, Anton Kummert
2023 J jnl
Quantification of Uncertainties in Deep Learning-based Environment Perception.
CoRR
Marco Braun, Moritz Luszek, Jan Siegemund, Kevin Kollek, Anton Kummert
2023 J jnl
Semantic Segmentation of Radar Detections using Convolutions on Point Clouds.
CoRR
Marco Braun, Alessandro Cennamo, Markus Schoeler, Kevin Kollek, Anton Kummert
2022 — conf
Deep Learning Method for Cell-Wise Object Tracking, Velocity Estimation and Projection of Sensor Data over Time.
ITSC
Marco Braun, Moritz Luszek, Mirko Meuter, Dominic Spata, Kevin Kollek, Anton Kummert
2022 — conf
Real-Time Traffic Counting on Resource Constrained Embedded Systems.
MWSCAS
Kevin Kollek, Marco Braun, Jan-Hendrik Meusener, Anton Kummert
2021 — conf
Quantification of Uncertainties in Deep Learning-based Environment Perception.
COINS
Marco Braun, Moritz Luszek, Jan Siegemund, Kevin Kollek, Anton Kummert