Frederic Mrozinski
M.Sc.
Room: FMI 01.05.055
E-Mail: frederic.mrozinski(AT)tum.de
Phone: +49-151-20160890
Address: TUM - Fakultät für Informatik, Boltzmannstr. 3, 85748 Garching
Research Interests
Hi, I'm Frederic and my current research centers around medical technology. I am working on bringing SOTA machine learning models to LMU's dermatology clinic for better cancer detection. I mostly work with vision at the moment, but I do also integrate some NLP multimodal approaches into my research. I do love to work with motivated students and supervise their theses. So if you're interested, you may familiarize yourself with my research interests and see open topics below. Research interests:
- Classification and Segmentation of Whole Slide Images, i.e. microscopic tissue scans
- Image generation and style transfer
- Few-shot learning
- Text summarization
- Vision-Language-Models
- ...
Supervision of Theses
Are you interested in writing a Master's Thesis in this field? Below you will find a list of currently open topics. If it's empty, you can still text me, sometimes I forget to update or maybe you even have your own idea? At the moment, I don't supervise Bachelor students. Guided Research and IDP are possible if the topic allows. When you text me, I would like you to send me your transcript of records and a little bit about yourself (nothing ChatGPT-generated and nothing too formal, I just want to get to know you and your background).
Currently, I do not have any open topics. If you're really interested, you may still write me. Maybe we can find something.