Bachelor, research and master theses

There are two options for awarding new work:

• You can apply for open bachelor's/research/master's theses that have already been formulated. You can see these works on this page.
• Alternatively, depending on your interests, you are also welcome to contact the individual scientific staff and inquire about new work that has not yet been formulated. Please feel free to take a look at the research areas of the employees in advance. At the ISS, they decide for themselves on the allocation of work and the selection of the students. When contacting us by e-mail, it is a good idea to attach a short CV and a current excerpt from C@mpus.

Note: All works can be written in German language, even if some of the tasks were published here only in English.

Feature Engineering and Symbolic Regression: Yang Yang

Arbeit: BA/FA

Titel: A Systematic Study of Data-Driven Dynamics Discovery in Ordinary Differential Equations

pdf

Arbeit: BA/FA

Titel: A Comparative Study and Optimization of Symbolic Regression under High-Dimensional Inputs

pdf

Speech Enhancement: Tobias Raichle

Arbeit: FA/MA
Titel: MPol Beyond Denoising
PDF

Arbeit: BA/FA/MA
Titel: Speech Enhancement Domain Shifts Beyond Denoising
PDF

Arbeit: FA/MA
Titel: Speech Representation Learning Through The Lens of TTA for SE
PDF

Vision Language Models for Medical Imaging: Jakob Hofmann

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Biomedical Signal Processing: Jonas Köllner

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Enhancing Large Language Models Reliability: Marwan Farag

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Universal Domain Adaptation: Pascal Schlachter

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Radar

Explainable Machine Learning: Marius Winter

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Signal processing for medical imaging technology, medical image analysis