Kamil Szyc

12 papers A 1Journal 3Unranked 8
YearRankTypeTitle / Venue / Authors
2025 — conf
ImageNet-BG: A Toolkit and Dataset for Evaluating Vision Model Robustness Against Background Variations.
ICCVW
Lukasz Piekarek, Kamil Szyc
2025 J jnl
PLLuM: A Family of Polish Large Language Models.
CoRR
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
2024 — conf
Beyond Overall Accuracy: Exploring Per-Class Performance Reveals Robustness and Safety Gaps in Deep Models.
ICDM (Workshops)
Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski
2023 J jnl
Bluetooth low energy indoor localization for large industrial areas and limited infrastructure.
Ad Hoc Networks
Kamil Szyc, Maciej Nikodem, Michal Zdunek
2023 — conf
Combining Outlierness Scores and Feature Extraction Techniques for Improvement of OoD and Adversarial Attacks Detection in DNNs.
ICCS (1)
Tomasz Walkowiak, Kamil Szyc, Henryk Maciejewski
2023 A conf
Why Out-of-Distribution detection experiments are not reliable - subtle experimental details muddle the OOD detector rankings.
UAI
Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski
2022 — conf
Out-of-Distribution Detection in High-Dimensional Data Using Mahalanobis Distance - Critical Analysis.
ICCS (1)
Henryk Maciejewski, Tomasz Walkowiak, Kamil Szyc
2021 — conf
Checking Robustness of Representations Learned by Deep Neural Networks.
ECML/PKDD (5)
Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski
2021 — conf
On Validity of Extreme Value Theory-Based Parametric Models for Out-of-Distribution Detection.
ICCS (3)
Tomasz Walkowiak, Kamil Szyc, Henryk Maciejewski
2021 J jnl
Why Out-of-distribution Detection in CNNs Does Not Like Mahalanobis - and What to Use Instead.
CoRR
Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski
2020 — conf
IoT-Based Cow Health Monitoring System.
ICCS (5)
Olgierd Unold, Maciej Nikodem, Marek Piasecki, Kamil Szyc, Henryk Maciejewski, Marek A. Bawiec, Pawel Dobrowolski, Michal Zdunek
2019 — conf
An Impact of Different Images Color Spaces on the Efficiency of Convolutional Neural Networks.
DepCoS-RELCOMEX
Kamil Szyc