Mark Deutel

Picture of Mark Deutel
Personal Website:

https://markdeutel.github.io/

Orcid ID:

0000-0001-8932-5212

List of publications:

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Lehrstuhl für Informatik 12 (Hardware-Software-Co-Design) Graduiertenzentrum der FAU
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Types of publications

Journal article
Book chapter / Article in edited volumes
Authored book
Translation
Thesis
Edited Volume
Conference contribution
Other publication type
Unpublished / Preprint

Publication year

From
To

Abstract

Journal

Multi-Objective Bayesian Optimization with Reinforcement Learning for Edge Deployment of DNNs on Microcontrollers (2025) Deutel M, Kontes G, Mutschler C, Teich J Conference contribution, Conference Contribution Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyML (2025) Deutel M, Kontes G, Mutschler C, Teich J Journal article, Original article microYOLO: Towards Single-Shot Object Detection on Microcontrollers (2025) Deutel M, Mutschler C, Teich J Conference contribution, Conference Contribution Unsupervised Learning of Variational Autoencoders on Cortex-M Microcontrollers (2025) Deutel M, Plinge A, Seuss D, Mutschler C, Hannig F, Teich J Conference contribution, Conference Contribution Early-Exit Neural Architecture Search for Energy-Harvesting Edge Computing (2025) Sixdenier PL, Deutel M, Teich J Conference contribution, Original article On-Device Training of Fully Quantized Deep Neural Networks on Cortex-M Microcontrollers (2024) Deutel M, Hannig F, Mutschler C, Teich J Journal article, Original article Energy-Efficient AI on the Edge (2024) Witt N, Deutel M, Sobel C, Schubert J, Woller P Book chapter / Article in edited volumes Fused-Layer CNNs for Memory-Efficient Inference on Microcontrollers (2024) Deutel M, Hannig F, Mutschler C, Teich J Conference contribution, Conference Contribution Energy-efficient Deployment of Deep Learning Applications on Cortex-M based Microcontrollers using Deep Compression (2023) Deutel M, Woller P, Mutschler C, Teich J Conference contribution, Conference Contribution