469 citations
- Technical University of MunichDE5 papers
- Volkswagen Group (United States)US4 papers
- Ludwig-Maximilians-Universität MünchenDE3 papers
- Leiden UniversityNL2 papers
- OTH RegensburgDE2 papers
- Ames Research CenterUS1 paper
- Flanders Make (Belgium)BE1 paper
- Friedrich-Alexander-Universität Erlangen-NürnbergDE1 paper
- Google (United States)US1 paper
- Harvard UniversityUS1 paper
- Helmholtz MunichDE1 paper
- LMU KlinikumDE1 paper
4 papers · 1 filter
Noise transfer for unsupervised domain adaptation of retinal OCT images
Valentin Koch, Olle Holmberg, Hannah Spitzer +4
Optical coherence tomography (OCT) imaging from different camera devices causes challenging domain shifts and can cause a severe drop in accuracy for machine learning models. In th…
MDE for Machine Learning-Enabled Software Systems: A Case Study and Comparison of MontiAnna & ML-Quadrat
Jörg Christian Kirchhof, Evgeny Kusmenko, Jonas Ritz +5
In this paper, we propose to adopt the MDE paradigm for the development of Machine Learning (ML)-enabled software systems with a focus on the Internet of Things (IoT) domain. We il…
Hybrid quantum ResNet for car classification and its hyperparameter optimization
Asel Sagingalieva, Mo Kordzanganeh, Andrii Kurkin +6
Image recognition is one of the primary applications of machine learning algorithms. Nevertheless, machine learning models used in modern image recognition systems consist of milli…
Automated Machine Learning: A Case Study on Non-Intrusive Appliance Load Monitoring
Armin Moin, Ukrit Wattanavaekin, Alexandra Lungu +2
We propose a novel approach to enable Automated Machine Learning (AutoML) for Non-Intrusive Appliance Load Monitoring (NIALM), also known as Energy Disaggregation, through Bayesian…