Open Student Projects, Bachelor and Master Theses at the Institute of Machine Learning and Neural Computation

We are looking for highly motivated students who want to participate, during their Bachelor/Master Project and/or Thesis, in research on areas of machine learning, deep learning, and brain-inspired paradigms for computing and learning. Concete topics for Bachelor theses (B), seminar projects (P), Master theses (M) are listed below. Topics can be specialized further in discussion with the student, in order to accomodate prior knowledge and interests.

Project Topic Type Contact
Alternative Representation Theorems for KANs P/M Robert Peharz, Michael Obermayr
Speeding up DNA-Origami Research using Foundation Models P/M Robert Peharz, Paul Plantosar
Automated and robust size fitting of micrometer sized aerosol particles P/M Robert Peharz, Paul Plantosar
Transcription of handwritten annotations on slide frames M Roman Kern
TU Graz Data Team - Participate at Scientific Shared Task B/P/M Roman Kern
Concrete Durability Meets Image Processing P/M Roman Kern
Predicting Reactivity of Innovative Slag-Based SCMs Using Machine Learning P/M Roman Kern
Security Analysis of Spiking Neural Networks B/P Ozan Özdenizci
Enhanced Privacy-Awareness in Lifelong Learning P/M Ozan Özdenizci
Training Weightless Neural Networks P/M Ozan Özdenizci
Artificial Architectural Intelligence: Generating 3D Geometries with Diffusion Models P/M Ozan Özdenizci
Addressing Label Scarcity in Lung Ultrasound (LUS) Frame-level Classification through Unsupervised and Self-Supervised Techniques P/M Umair Khan
Integrating Topological Consistency in Coronary Artery Segmentation of CCTA Images using ML Techniques P/M Umair Khan

To top

Contact
image/svg+xml

Institute of Machine Learning and Neural Computation
Inffeldgasse 16b/I
8010 Graz

Phone: +43 (0) 316 / 873 - 5811
office.iml@tugraz.at


Head
Univ.-Prof. Dipl.-Ing. Dr. techn. Robert Legenstein