Kamil Szyc

According to our database, Kamil Szyc authored at least 13 papers between 2019 and 2026.

Collaborative distances:

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

2026

Guidelines for the selection, calibration, and evaluation of post-hoc OOD detectors in high-dimensional representations generated by CNN and ViT models in image recognition.

Szymon Datko, Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski

Expert Syst. Appl., 2026

2025

PLLuM: A Family of Polish Large Language Models.

Jan Kocon, Maciej Piasecki, Arkadiusz Janz, Teddy Ferdinan, Lukasz Radlinski, Bartlomiej Koptyra, Marcin Oleksy, Stanislaw Wozniak, Pawel Walkowiak, Konrad Wojtasik, Julia Moska, Tomasz Naskret, Bartosz Walkowiak, Mateusz Gniewkowski, Kamil Szyc, Dawid Motyka, Dawid Banach, Jonatan Dalasinski, Ewa Rudnicka, Bartlomiej Alberski, Tomasz Walkowiak, Aleksander Szczesny, Maciej Markiewicz, Tomasz Bernas, Hubert Mazur, Kamil Zyta, Mateusz Tykierko, Grzegorz Chodak, Tomasz Kajdanowicz, Przemyslaw Kazienko, Agnieszka Karlinska, Karolina Seweryn, Anna Kolos, Maciej Chrabaszcz, Katarzyna Lorenc, Aleksandra Krasnodebska, Artur Wilczek, Katarzyna Dziewulska, Paula Betscher, Zofia Cieslinska, Katarzyna Kowol, Daria Mikos, Maciej Trzcinski, Dawid Krutul, Marek Kozlowski, Slawomir Dadas, Rafal Poswiata, Michal Perelkiewicz, Malgorzata Grebowiec, Maciej Kazula, Marcin Bialas, Roman Roszko, Danuta Roszko, Jurgita Vaicenoniene, Andrius Utka, Pawel Levchuk, Pawel Kowalski, Irena Prawdzic-Jankowska, Maciej Ogrodniczuk, Monika Borys, Anna Bulinska, Wiktoria Gumienna, Witold Kieras, Dorota Komosinska, Katarzyna Krasnowska-Kieras, Lukasz Kobylinski, Martyna Lewandowska, Marek Lazinski, Mikolaj Latkowski, Dawid Mastalerz, Beata Milewicz, Agnieszka Anna Mykowiecka, Angelika Peljak-Lapinska, Sandra Penno, Zuzanna Przybysz, Michal Rudolf, Piotr Rybak, Karolina Saputa, Aleksandra Tomaszewska, Aleksander Wawer, Marcin Wolinski, Joanna Woloszyn, Alina Wróblewska, Bartosz Zuk, Filip Zarnecki, Konrad Kaczynski, Anna Cichosz, Zuzanna Deckert, Monika Garnys, Izabela Grabarczyk, Wojciech Janowski, Sylwia Karasinska, Aleksandra Kujawiak, Piotr Misztela, Maria Szymanska, Karolina Walkusz, Igor Siek, Jakub Kwiatkowski, Piotr Pezik

CoRR, November, 2025

ImageNet-BG: A Toolkit and Dataset for Evaluating Vision Model Robustness Against Background Variations.

Lukasz Piekarek, Kamil Szyc

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

2024

Beyond Overall Accuracy: Exploring Per-Class Performance Reveals Robustness and Safety Gaps in Deep Models.

Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski

Proceedings of the IEEE International Conference on Data Mining, 2024

2023

Bluetooth low energy indoor localization for large industrial areas and limited infrastructure.

Kamil Szyc, Maciej Nikodem, Michal Zdunek

Ad Hoc Networks, 2023

Why Out-of-Distribution detection experiments are not reliable - subtle experimental details muddle the OOD detector rankings.

Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski

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.

Tomasz Walkowiak, Kamil Szyc, Henryk Maciejewski

Proceedings of the Computational Science - ICCS 2023, 2023

2022

Out-of-Distribution Detection in High-Dimensional Data Using Mahalanobis Distance - Critical Analysis.

Henryk Maciejewski, Tomasz Walkowiak, Kamil Szyc

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.

Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski

CoRR, 2021

Checking Robustness of Representations Learned by Deep Neural Networks.

Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski

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.

Tomasz Walkowiak, Kamil Szyc, Henryk Maciejewski

Proceedings of the Computational Science - ICCS 2021, 2021

2020

IoT-Based Cow Health Monitoring System.

Olgierd Unold, Maciej Nikodem, Marek Piasecki, Kamil Szyc, Henryk Maciejewski, Marek A. Bawiec, Pawel Dobrowolski, Michal Zdunek

Proceedings of the Computational Science - ICCS 2020, 2020

2019

An Impact of Different Images Color Spaces on the Efficiency of Convolutional Neural Networks.

Kamil Szyc

Proceedings of the Engineering in Dependability of Computer Systems and Networks, 2019