Michal Szczepankiewicz

According to our database, Michal Szczepankiewicz authored at least 5 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Detection of Out-of-Distribution Samples Using Binary Neuron Activation Patterns.

Bartlomiej Olber, Krystian Radlak, Adam Popowicz, Michal Szczepankiewicz, Krystian Chachula

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Testing and Verification of the Deep Neural Networks Against Sparse Pixel Defects.

Michal Szczepankiewicz, Krystian Radlak, Karolina Szczepankiewicz, Adam Popowicz, Pawel Zawistowski

Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2022 Workshops, 2022

Improving the detection of noisy labels in image datasets using modified Confidence Learning.

Adam Popowicz, Krystian Radlak, Slawomir Lasota, Karolina Szczepankiewicz, Michal Szczepankiewicz

Proceedings of the 26th International Conference on Methods and Models in Automation and Robotics, 2022

2020

Organization of machine learning based product development as per ISO 26262 and ISO/PAS 21448.

Krystian Radlak, Michal Szczepankiewicz, Tim Jones, Piotr Serwa

Proceedings of the 25th IEEE Pacific Rim International Symposium on Dependable Computing, 2020

2019

Organization of ML-based product development as per ISO 26262.

Krystian Radlak, Piotr Serwa, Michal Szczepankiewicz, Tim Jones

CoRR, 2019