Mark Deutel

13 papers B 1Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
PrototypeNAS: Rapid Design of Deep Neural Networks for Microcontroller Units.
CoRR
Mark Deutel, Simon Geis, Axel Plinge
2025 J jnl
Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyML.
ACM Trans. Evol. Learn. Optim.
Mark Deutel, Georgios D. Kontes, Christopher Mutschler, Jürgen Teich
2025 — conf
Early-Exit Neural Architecture Search for Energy-Harvesting Edge Computing.
MCSoC
Pierre-Louis Sixdenier, Mark Deutel, Jürgen Teich
2025 — conf
Multi-Objective Bayesian Optimization with Reinforcement Learning for Edge Deployment of DNNs on Microcontrollers.
GECCO Companion
Mark Deutel, Georgios D. Kontes, Christopher Mutschler, Jürgen Teich
2025 J jnl
On-Device Training of Fully Quantized Deep Neural Networks on Cortex-M Microcontrollers.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Mark Deutel, Frank Hannig, Christopher Mutschler, Jürgen Teich
2025 — conf
Unsupervised Learning of Variational Autoencoders on Cortex-M Microcontrollers.
MCSoC
Mark Deutel, Axel Plinge, Dominik Seuß, Christopher Mutschler, Frank Hannig, Jürgen Teich
2024 J jnl
On-Device Training of Fully Quantized Deep Neural Networks on Cortex-M Microcontrollers.
CoRR
Mark Deutel, Frank Hannig, Christopher Mutschler, Jürgen Teich
2024 J jnl
microYOLO: Towards Single-Shot Object Detection on Microcontrollers.
CoRR
Mark Deutel, Christopher Mutschler, Jürgen Teich
2023 J jnl
Augmented Random Search for Multi-Objective Bayesian Optimization of Neural Networks.
CoRR
Mark Deutel, Georgios D. Kontes, Christopher Mutschler, Jürgen Teich
2023 — conf
Energy-efficient Deployment of Deep Learning Applications on Cortex-M based Microcontrollers using Deep Compression.
MBMV
Mark Deutel, Philipp Woller, Christopher Mutschler, Jürgen Teich
2023 — conf
μYOLO: Towards Single-Shot Object Detection on Microcontrollers.
PKDD/ECML Workshops (5)
Mark Deutel, Christopher Mutschler, Jürgen Teich
2022 J jnl
Deployment of Energy-Efficient Deep Learning Models on Cortex-M based Microcontrollers using Deep Compression.
CoRR
Mark Deutel, Philipp Woller, Christopher Mutschler, Jürgen Teich
2020 B conf
Template-based Android inter process communication fuzzing.
ARES
Anatoli Kalysch, Mark Deutel, Tilo Müller