My name is Mikolaj Czerkawski, I am a Research Fellow at the European Space Agency.

My research interests involve computer vision, signal processing, and machine learning.

A recurring theme in my works is the context of learning in data-limited settings. The topics I tend to deal with include:

• 🍱 Multi-Modal Learning
• 🎨 Generative Models
• 🖼 Image Synthesis and Manipulation
• 🔬 Image Super-Resolution
• 🌆➡🌃Image-to-Image Translation
• 🔎 Model Robustness Assessment
• 🛰 Computer Vision for Remote Sensing Applications
• 🔊 Computer Vision for Radar Signal Processing

My research involves applying computer vision techniques to real-world applications where (i) the datasets are small or (ii) high risk of poor generalization exists. So far, this has primarily been done with short-range radar data and with satellite imagery.