Kamil Szyc

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 9

Top Topics

Health Monitoring

Hsi Color Space

Histogram Analysis

Convolutional Neural Networks

Top Venues

Ad Hoc Networks

Publications

Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski
Why Out-of-Distribution detection experiments are not reliable - subtle experimental details muddle the OOD detector rankings. UAI (2023)
Kamil Szyc, Maciej Nikodem, Michal Zdunek
Bluetooth low energy indoor localization for large industrial areas and limited infrastructure. Ad Hoc Networks 139 (2023)
Tomasz Walkowiak, Kamil Szyc, Henryk Maciejewski
Combining Outlierness Scores and Feature Extraction Techniques for Improvement of OoD and Adversarial Attacks Detection in DNNs. ICCS (1) (2023)
Henryk Maciejewski, Tomasz Walkowiak, Kamil Szyc
Out-of-Distribution Detection in High-Dimensional Data Using Mahalanobis Distance - Critical Analysis. ICCS (1) (2022)
Tomasz Walkowiak, Kamil Szyc, Henryk Maciejewski
On Validity of Extreme Value Theory-Based Parametric Models for Out-of-Distribution Detection. ICCS (3) (2021)
Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski
Why Out-of-distribution Detection in CNNs Does Not Like Mahalanobis - and What to Use Instead. CoRR (2021)
Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski
Checking Robustness of Representations Learned by Deep Neural Networks. ECML/PKDD (5) (2021)
Olgierd Unold, Maciej Nikodem, Marek Piasecki, Kamil Szyc, Henryk Maciejewski, Marek A. Bawiec, Pawel Dobrowolski, Michal Zdunek
IoT-Based Cow Health Monitoring System. ICCS (5) (2020)
Kamil Szyc
An Impact of Different Images Color Spaces on the Efficiency of Convolutional Neural Networks. DepCoS-RELCOMEX (2019)