Organization of ML-based product development as per ISO 26262. - Krystian Radlak; Piotr Serwa; Michal Szczepankiewicz; Tim Jones (CoRR, 2019)

Organization of machine learning based product development as per ISO 26262 and ISO/PAS 21448. - Krystian Radlak; Michal Szczepankiewicz; Tim Jones; Piotr Serwa (PRDC, 2020)

Improving the detection of noisy labels in image datasets using modified Confidence Learning. - Adam Popowicz; Krystian Radlak; Slawomir Lasota 002; Karolina Szczepankiewicz; Michal Szczepankiewicz (MMAR, 2022)

Testing and Verification of the Deep Neural Networks Against Sparse Pixel Defects. - Michal Szczepankiewicz; Krystian Radlak; Karolina Szczepankiewicz; Adam Popowicz; Pawel Zawistowski (SAFECOMP Workshops, 2022)

Detection of Out-of-Distribution Samples Using Binary Neuron Activation Patterns. - Bartlomiej Olber; Krystian Radlak; Adam Popowicz; Michal Szczepankiewicz; Krystian Chachula (CVPR, 2023)