Staff

WIN-B | 2. SS 2026 | Mathematics 2 | IL

• BEYOND INCREASING COMPLEXITY: A SYSTEMATIC ANALYSIS OF UNET DESIGN CHOICES IN A PAIRED VIRTUAL STAINING SETTING
  Virtual staining is a deep learning image-to-image translation task for histopathology that enables visualization of tissue morphology without labor-intensive chemical staining. Existing work...
  2026
• Traffic Prediction of Real Network Traffic Data with LSTM Neural Networks
  The aim of this work is to make time series predictions for real network traffic data by using long short-term memory neural networks (LSTMs). The data used for this work was captured in an office...
  2024
• Detecting power outages in low-voltage networks from telecommunications networks data
  Equipping low-voltage networks with sensors to detect power outages would be a large effort; consequently, low-voltage networks usually do not contain sensors to detect power outages. When...
  2023