Hello there! My name is Marcin and I am a PhD student @ GMUM / Jagiellonian University / IDEAS NCBR.
I am passionate about all things Machine Learning, comics, cycling and skiing.
In 2021 I received a Master's Degree in Computer Science from Jagiellonian University and in 2019, a BSc. of Engineering from AGH University of Science and Technology.
I am based in Cracow, Poland.
I am a PhD Student at the Jagiellonian University. I work with GMUM research group,
under the supervision of prof. Jacek Tabor and prof. Marek Śmieja.
I am also a member of the IDEAS NCBR Computer Vision group,
led by prof. Tomasz Trzciński.
Research-wise, I am interested in efficient deep learning, particularly in low-data regimes. I work on topics such as:
Meta-Learning - how to train models to learn novel tasks.
Few-Shot Learning - how to train models which can learn from very small amounts of data.
Self-supervised Learning - how to learn good model initializations from unlabeled data?