courses
since 2018 - Teaching @ Otto-von-Guericke-University Magdeburg |
|
| Winter 2025 | Deep Learning für Ingenieure (lecture) DE |
| Learning Generative Models (lecture) EN | |
| Musik Information Retrieval (lecture) DE | |
| AI Basics (lecture) EN | |
| Advanced Topics in Deep Learning (project seminar) EN | |
| Summer 2025 | Introduction to Deep Learning (lecture) EN |
| Sichere und Erklärbare KI (lecture) DE | |
| Advanced Topics in Deep Learning (project seminar) EN | |
| Prototyping von KI-Systemen (project seminar) DE | |
| Winter 2024 | Deep Learning für Ingenieure (lecture) DE |
| Musik Information Retrieval (lecture) DE | |
| Advanced Topics in Deep Learning (project seminar) EN | |
| Summer 2024 | Neuronale Netze (lecture) DE |
| Learning Generative Models (lecture) EN | |
| Prototyping von KI-Systemen (project seminar) DE | |
| Winter 2023 | Introduction to Deep Learning (lecture) EN |
| Musik Information Retrieval (lecture) DE | |
| Winter 2022 | Introduction to Deep Learning (lecture) EN |
| Musik Information Retrieval (lecture) DE | |
| Summer 2022 | Neuronale Netze (lecture) DE |
| Learning Generative Models (lecture) EN | |
| Winter 2021 | Introduction to Deep Learning (hybrid lecture) EN |
| Musik Information Retrieval (hybrid lecture) DE | |
| KI in Neurowissenschaften (seminar) DE | |
| Summer 2021 | Neuronale Netze (online lecture) DE |
| Learning Generative Models (lecture) EN | |
| Winter 2020 | Introduction to Deep Learning (online lecture) EN |
| Musik Information Retrieval (online lecture) DE | |
| Summer 2020 | Introduction to Deep Learning (online lecture) EN |
| Neuronale Netze (online lecture) DE | |
| Learning Generative Models (online lecture) EN | |
| Winter 2019 | Introduction to Deep Learning (lecture) EN |
| Musik Information Retrieval (lecture) DE | |
| Summer 2019 | Applied Deep Learning (block lecture) EN |
| Neuronale Netze (lecture) DE | |
| Learning Generative Models (online lecture) EN | |
| Responsible Data Science (seminar) EN | |
| Winter 2018 | Introduction to Deep Learning (lecture) EN |
2016-2018 - Teaching @ University of Potsdam |
|
| Summer 2018 | Introduction to Deep Learning (lecture) EN |
| Deep Generative Models (lecture) EN | |
| Text Simplification (project module) EN | |
| Neural Models for Speech Synthesis (seminar) EN | |
| Winter 2017 | Introduction to Deep Learning (lecture) EN |
| Deep Generative Models (lecture) EN | |
| Summer 2017 | Applied Deep Representation Learning (lecture) EN |
| Learning - Cognitive Science Perspectives (lecture on "Learning Machines") (ring lecture) EN | |
| Winter 2016 | Representation Learning - from a Deep Learning Perspective (lecture) EN |
| Summer 2016 | Deep Learning for Natural Language Processing (lecture) EN |
2002-2013 - Teaching @ Otto-von-Guericke-University Magdeburg |
|
| Winter 2012 | Data & Knowledge Engineering Research Seminar (seminar) EN |
| Summer 2012 | Data & Knowledge Engineering Research Seminar (seminar) EN |
| Winter 2011 | Machine Learning (lecture) EN |
| Summer 2011 | Bioinformatik (exercise) DE |
| Winter 2010 | Machine Learning (exercise & part of the lecture) EN |
| IT Projects in Data & Knowledge Engineering (seminar) EN | |
| Summer 2010 | Computermusik (seminar) DE |
| Winter 2009 | Concepts for Adaptive Interaction with Multimedia (seminar) EN |
| Summer 2009 | Computermusik (seminar) DE |
| Summer 2008 | Bioinformatik (exercise) DE |
| Winter 2007 | Multimedia Retrieval (exercise & part of the lecture) DE |
| Summer 2007 | Multimedia Retrieval: Fokus Audio (seminar) DE |
| Winter 2006 | Konzepte des Information Retrievals (exercise & part of the lecture) DE |
| Summer 2006 | Machine Learning (exercise & part of the lecture) EN |
| Winter 2004 | Intelligente Systeme Einführung (exercise) DE |
| Winter 2002 | Mathematik für Informatiker (exercise) DE |
Other Courses |
|
| since 2018 |
KI und Medien (lecture) DE
Digital Media Law and Management LL.M. | MBA @ Erich Pommer Institut, Potsdam-Babelsberg |
| Sep. 21, 2025 |
Explainable AI for Music Information Retrieval (tutorial) EN
International Society for Music Information Retrieval Conference (ISMIR 2025), Daejeon, KR |
| Mar. 10-12, 2025 |
Generative Models (block course) EN
Volkswagen AG |
| Dec. 12, 2024 |
Introspection and XAI Techniques for Deep Neural Networks (lecture) EN
International School on Artificial Intelligence for Cognitive Technologies (ISACT) Winter School, Neapel, IT |
| Aug. 8-19, 2023 |
AI in Creative Processes (work group) EN
European Summer School of the German Academic Scholarship Foundation and the College of Europe, Driebergen, NL |
| Sep. 18 - Oct. 1, 2022 |
Kunst oder künstlich? - KI in der Musikproduktion (work group) DE
Summer School of the German Academic Scholarship Foundation, Olang, IT |
| Jul. 26-30, 2021 |
4th Modelling Symposium: Introducing Deep Neural Networks (summer school (hybrid)) EN
NeuroWissenschaftliche Gesellschaft (NWG), Magdeburg |
| Feb. 7, 2020 |
Deep Learning (block course) EN
Biomove Graduate School, University of Potsdam |
| Feb. 3, 2020 |
Deep Learning (UPracticeML block course) EN
University of Potsdam |
| Mar. 4-6, 2019 |
Deep Learning (block course) EN
Fraunhofer IIS, Erlangen |
| Jul. 26, 2018 |
Machine Learning and Deep Learning (workshop) EN
Helmholtz PhD Student Conference, Deutsches Geoforschungszentrum, Potsdam |
| Aug. 7, 2016 |
Introduction to EEG Decoding for Music Information Retrieval Research (tutorial) EN
17th International Society for Music Information Retrieval Conference, New York City, NY |
| Sep. 16-20, 2013 |
Adaptivity in Audio and Music Retrieval (lecture) EN
7th Russian Summer School in Information Retrieval (RussIR), Kazan, RU |
| Jul. 11, 2012 |
Learning Similarity Measures for Music (tutorial) EN
9th Sound and Music Computing Conference (SMC), Copenhagen, DK |