Projects per year
I am a PhD researcher at the Department of Electronic and Electrical Engineering at the University of Strathclyde. My primary research interests are Signal Processing, Machine Learning, and Computer Vision.
A recurring theme in my works is the context of learning in data-limited settings:
- Domain Adaptation
- Model Robustness Assessment
- Multi-Modal Learning
- Generative Models
- Image Synthesis and Manipulation
- Blind Image Super-Resolution
- Image-to-Image Translation
Furthermore, my research involves applying some of these techniques to real-world applications where i) the datasets are small or ii) the risk of poor generalization exists. So far, this has primarily been done with short-range radar data and with satellite imagery.
I provide support as a Teaching Assistant for classes:
- EE273, EE985 - Engineering Design For Software Development 2: Object oriented programming using C++
- EM270 - Digital Electronics and Programming Design
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Bachelor of Engineering, University Of Strathclyde
10 Sep 2015 → 31 May 2019
Award Date: 20 Jun 2019
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- 2 Active
1/10/19 → 1/04/23
Project: Research Studentship - Internally Allocated
Fostering Precision Agriculture and Livestock Farming through Secure Access to Large-Scale HPC-Enabled Virtual Industrial Experimentation Environment Empowering Scalable Big Data Analytics (H2020-ICT-2018-2020) (CYBELE) | Czerkawski, Mikolaj
1/10/19 → 1/04/23
Project: Research - Internally Allocated
Czerkawski, M., Clemente, C., Michie, C., Andonovic, I. & Tachtatzis, C., 14 Sep 2022, p. 1-6. 6 p.
Research output: Contribution to conference › Paper › peer-reviewOpen AccessFile6 Downloads (Pure)
Czerkawski, M., Clemente, C., Michie, C. & Tachtatzis, C., 27 Oct 2022, p. 1-6. 6 p.
Research output: Contribution to conference › Paper › peer-review
Czerkawski, M. (Creator), Upadhyay, P. (Creator), Davison, C. (Creator), Werkmeister, A. (Creator), Cardona Amengual, J. (Creator), Atkinson, R. (Creator), Michie, C. (Creator), Andonovic, I. (Creator), Macdonald, M. (Creator) & Tachtatzis, C. (Creator), 23 Mar 2022