2 papers
cs.CV2024
GenFormer -- Generated Images are All You Need to Improve Robustness of Transformers on Small Datasets
Sven Oehri, Nikolas Ebert, Ahmed Abdullah +2
Recent studies showcase the competitive accuracy of Vision Transformers (ViTs) in relation to Convolutional Neural Networks (CNNs), along with their remarkable robustness. However,…
cs.CV2023
Transformer-based Detection of Microorganisms on High-Resolution Petri Dish Images
Nikolas Ebert, Didier Stricker, Oliver Wasenmüller
Many medical or pharmaceutical processes have strict guidelines regarding continuous hygiene monitoring. This often involves the labor-intensive task of manually counting microorga…