About
Piotr is a PhD Student at the Department of Artificial Intelligence. His great passion for computer vision started during his Bachelor studies when he was working on autonomous vehicles navigation in "Robocik" Science Club. In his Master thesis, he explored deep reinforcement learning methods' application for autonomous underwater vehicle navigation. His research work was awarded the third prize in national Data Science Masters competition, organized by the Faculty of Mathematics and Information Science at Warsaw University of Technology. Currently, his research interests turned towards representation learning in computer vision, especially multi-object representation learning using deep convolutional neural networks.
Research Interests
Education
MsC in Computer Science (with honours)
Wroclaw University of Science and Technology · 2019
B.Eng. in Control Engineering and Robotics (with honours)
Wroclaw University of Science and Technology · 2017
Publications
RDIR: Capturing Temporally-Invariant Representations of Multiple Objects in Videos
2024 · WACV Workshops 2024
Learning scale-invariant object representations with a single-shot convolutional generative model
2022 · *Computational Science - ICCS 2022 : 22nd International Conference, London, UK, June 21-23, 2022 : proceedings. Pt. 3*
3D robotic navigation using a vision-based deep reinforcement learning model
2021 · *Applied Soft Computing*
