Kamil Szyc
Orcid: 0000-0001-6723-271X
According to our database1,
Kamil Szyc
authored at least 9 papers
between 2019 and 2023.
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Bibliography
2023
Bluetooth low energy indoor localization for large industrial areas and limited infrastructure.
Ad Hoc Networks, 2023
Why Out-of-Distribution detection experiments are not reliable - subtle experimental details muddle the OOD detector rankings.
Proceedings of the Uncertainty in Artificial Intelligence, 2023
Combining Outlierness Scores and Feature Extraction Techniques for Improvement of OoD and Adversarial Attacks Detection in DNNs.
Proceedings of the Computational Science - ICCS 2023, 2023
2022
Out-of-Distribution Detection in High-Dimensional Data Using Mahalanobis Distance - Critical Analysis.
Proceedings of the Computational Science - ICCS 2022, 2022
2021
Why Out-of-distribution Detection in CNNs Does Not Like Mahalanobis - and What to Use Instead.
CoRR, 2021
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021
On Validity of Extreme Value Theory-Based Parametric Models for Out-of-Distribution Detection.
Proceedings of the Computational Science - ICCS 2021, 2021
2020
Proceedings of the Computational Science - ICCS 2020, 2020
2019
An Impact of Different Images Color Spaces on the Efficiency of Convolutional Neural Networks.
Proceedings of the Engineering in Dependability of Computer Systems and Networks, 2019