Master Projects
No New Topics
Since the Dapartment of Informatics has decided that my contribution to their success is not required, I will have to leave the IfI soon. Therefore, there are no new topics for master projects from my research group. Good luck with finding interesting topics elsewhere.
Current Projects
Topic |
Documents |
Team |
|---|---|---|
| Extending Open-Source Toolbox for Open-Set Recognition | Description (PDF, 270 KB) | Qichen Zhao Yuchen Qin |
| Tooth Presence Classification from Intraoral Scans | Description (PDF, 1 MB) | Thomas Brighton Ruiqi Hong Lihui Zhou |
| Synthesizing Computed Tomography for Radiotherapy | Description (PDF, 354 KB) | Diyar Taskiran Samuel Wallace Hatice Seyda Gündüz Jordan Nordin Dari |
| AdvSecureNet: A Python Toolkit for Adversarial Machine Learning | Description (PDF, 283 KB) | Anna Rutkiewicz Fabien Morgan Philip Rocki |
Past Projects
| Topic | Documents | Team |
|---|---|---|
| Evaluating Robustness of Vision Language Models in Open-set Scenarios | Jaaylin Anthony Martin Marlen Kühn Melih Serin Stefan Richard Saxer |
|
Real-Time Sleep Stage Classification from EEG Signals for Closed-Loop Rocking Bed System Integration |
Heba Hussein Ziran Lin Nikolai Horozov |
|
Foundational Models for EEG Signal Analysis |
Glenn Bucagu Alexandru Dimofte |
|
Exploring Layer Freezing in Transfer Learning: A Deep Neural Networks Study |
Arnisa Fazla David Guzman Piedrahita Tushar Deo Manekar |
|
Cross-Domain HAR: Self-supervised Learning and Enhanced Finetuning Approaches |
Hyeongkyun Kim Orestis Oikonomou |
|
Redesign and Extension of Source Code Package for Open-Set Classification |
Nicolas Fazli Kohler Dean Heizmann David Lebrec |
|
Parallel Implementation of Gabor Wavelet Processing in PyTorch |
Huiran Duan Zelin Wu |
|
Activity recognition based on the wrist-worn Axivity AX3 |
Siqi Bao He Liu |
|
UniFi - A Unified Framework for Portfolio Management |
Barıs Özakar Dogan Parlak Emine Didem Durukan |
|
Open-Source Package for Generic Deep-Network-based Face Detection and Recognition in Bob |
Yu Linghu Xinyi Zhang |
|
Parallel Implementation of Data Augmentation for Alignment-Free Facial Attribute Classification in PyTorch |
Yves Rutishauser Noah Chavannes |