Michal Szczepankiewicz

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 6

Top Topics

Product Development

Activation Patterns

Organizational Learning

Top Venues

SAFECOMP Workshops

Publications

Bartlomiej Olber, Krystian Radlak, Adam Popowicz, Michal Szczepankiewicz, Krystian Chachula
Detection of Out-of-Distribution Samples Using Binary Neuron Activation Patterns. CVPR (2023)
Michal Szczepankiewicz, Krystian Radlak, Karolina Szczepankiewicz, Adam Popowicz, Pawel Zawistowski
Testing and Verification of the Deep Neural Networks Against Sparse Pixel Defects. SAFECOMP Workshops (2022)
Adam Popowicz, Krystian Radlak, Slawomir Lasota, Karolina Szczepankiewicz, Michal Szczepankiewicz
Improving the detection of noisy labels in image datasets using modified Confidence Learning. MMAR (2022)
Bartlomiej Olber, Krystian Radlak, Adam Popowicz, Michal Szczepankiewicz, Krystian Chachula
Detection of out-of-distribution samples using binary neuron activation patterns. CoRR (2022)
Krystian Radlak, Michal Szczepankiewicz, Tim Jones, Piotr Serwa
Organization of machine learning based product development as per ISO 26262 and ISO/PAS 21448. PRDC (2020)
Krystian Radlak, Piotr Serwa, Michal Szczepankiewicz, Tim Jones
Organization of ML-based product development as per ISO 26262. CoRR (2019)