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Arkadiusz Kwasigroch

Assistant researcher

Gdańsk University of Technology

Biography

I am an assistant researcher in the field of deep learning at the Gdańsk University of Technology. My research interests include deep learning algorithms in the field of computer vision. I conduct research on neural architecture search and skin lesion classification. I am also interested in self-supervised learning methods.

Interests

  • Deep learning
  • Python
  • Computer vision

Education

  • Ph.D. in Deep learning, currently

    Gdańsk University of Technology

  • MEng in Automatics and Robotics, 2017

    Gdańsk University of Technology

  • BSc in Automatics and Robotics, 2016

    Gdańsk University of Technology

Recent blog posts

Self-supervised learning with pretext invariant representations

Introduction Recently, I have started to experiment with self-supervised learning techniques. In the last few months, we can see the …

Learn probabilistic PCA first to better understand Variational Autoencoders

I prepare a presentation on Variational Autoencoders to my university colleagues. I think what can help them understand the topic …

Upcoming talks

Machine learning - probabilistic perspective

The talk aims to describe and explain how variational autoencoders work. How to derive the loss function to perform training? …

Self-supervised learning in computer vision

The field of self-supervised learning is gaining more and more attention. This family of methods allows for unsupervised pretraining of …

Courses

Fundamentals of Data Science - Gdańsk

The data science is a hot topic now, so together with Piotr Chlebek and CODE:ME foundation we decided to organize a data science …

Contact

Feel free to contact me