Weight Perturbation as a Method for Improving Performance of Deep Neural Networks. - Mariusz Karol Nowak; Kamil Lelowicz (MMAR, 2021)

Automotive Radar Detection Level Modeling with Neural Networks. - Filip Ciepiela; Mariusz Karol Nowak; Daniel Dworak; Mateusz Komorkiewicz (PCC (2), 2023)

How Much Noise is there in Labels Generated by Humans? A Method to Validate Automatically Generated Bounding Boxes. - Mariusz Karol Nowak; Jacek Cyranka; Natalia Maslany; Aleksander Kostuch; Jakub Derbisz; Mateusz Komorkiewicz; Patryk Siwek; Mateusz Wójcik; Dariusz Marchewka; Pawel Skruch (CVPR Workshops, 2025)