Szymon Mazurek

According to our database, Szymon Mazurek authored at least 17 papers between 2022 and 2025.

Collaborative distances:

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

2025

Graph Attention Networks for Detecting Epilepsy from EEG Signals Using Accessible Hardware in Low-Resource Settings.

Szymon Mazurek, Stephen Moore, Alessandro Crimi

CoRR, July, 2025

Analyzing Internal Activity and Robustness of SNNs Across Neuron Parameter Space.

Szymon Mazurek, Jakub Caputa, Maciej Wielgosz

CoRR, July, 2025

Three-Factor Learning in Spiking Neural Networks: An Overview of Methods and Trends from a Machine Learning Perspective.

Szymon Mazurek, Jakub Caputa, Jan K. Argasinski, Maciej Wielgosz

CoRR, April, 2025

Fast Prediction of Job Execution Times in the ALICE Grid Through GPU-Based Inference with Quantization and Sparsity Techniques.

Tomasz Lelek, Szymon Mazurek, Maciej Wielgosz, Bartosz Balis

Proceedings of the Computational Science - ICCS 2025, 2025

2024

GaNDLF-Synth: A Framework to Democratize Generative AI for (Bio)Medical Imaging.

Sarthak Pati, Szymon Mazurek, Spyridon Bakas

CoRR, 2024

How to Connect Speech Foundation Models and Large Language Models? What Matters and What Does Not.

Francesco Verdini, Pierfrancesco Melucci, Stefano Perna, Francesco Cariaggi, Marco Gaido, Sara Papi, Szymon Mazurek, Marek Kasztelnik, Luisa Bentivogli, Sébastien Bratières, Paolo Merialdo, Simone Scardapane

CoRR, 2024

Pedestrian intention prediction in Adverse Weather Conditions with Spiking Neural Networks and Dynamic Vision Sensors.

Mustafa Sakhai, Szymon Mazurek, Jakub Caputa, Jan K. Argasinski, Maciej Wielgosz

CoRR, 2024

Explainable Graph Neural Networks for EEG Classification and Seizure Detection in Epileptic Patients.

Szymon Mazurek, Rosmary Blanco, Joan Falcó-Roget, Alessandro Crimi

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Investigation of Energy-Efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain Segmentation.

Szymon Mazurek, Monika Pytlarz, Sylwia Malec, Alessandro Crimi

Proceedings of the Computational Science - ICCS 2024, 2024

2023

Computer-Aided Cytology Diagnosis in Animals: CNN-Based Image Quality Assessment for Accurate Disease Classification.

Jan Krupinski, Maciej Wielgosz, Szymon Mazurek, Krystian Strzalka, Pawel Russek, Jakub Caputa, Daria Lukasik, Jakub Grzeszczyk, Michal Karwatowski, Rafal Fraczek, Ernest Jamro, Marcin Pietron, Sebastian Koryciak, Agnieszka Dabrowska-Boruch, Kazimierz Wiatr

CoRR, 2023

Using simulation to calibrate real data acquisition in veterinary medicine.

Krystian Strzalka, Szymon Mazurek, Maciej Wielgosz, Pawel Russek, Jakub Caputa, Daria Lukasik, Jan Krupinski, Jakub Grzeszczyk, Michal Karwatowski, Rafal Fraczek, Ernest Jamro, Marcin Pietron, Sebastian Koryciak, Agnieszka Dabrowska-Boruch, Kazimierz Wiatr

CoRR, 2023

Assessing Dataset Quality Through Decision Tree Characteristics in Autoencoder-Processed Spaces.

Szymon Mazurek, Maciej Wielgosz

CoRR, 2023

Using super-resolution for enhancing visual perception and segmentation performance in veterinary cytology.

Jakub Caputa, Maciej Wielgosz, Daria Lukasik, Pawel Russek, Jakub Grzeszczyk, Michal Karwatowski, Szymon Mazurek, Rafal Fraczek, Anna Smiech, Ernest Jamro, Sebastian Koryciak, Agnieszka Dabrowska-Boruch, Marcin Pietron, Kazimierz Wiatr

CoRR, 2023

Segmentation of the veterinary cytological images for fast neoplastic tumors diagnosis.

Jakub Grzeszczyk, Michal Karwatowski, Daria Lukasik, Maciej Wielgosz, Pawel Russek, Szymon Mazurek, Jakub Caputa, Rafal Fraczek, Anna Smiech, Ernest Jamro, Sebastian Koryciak, Agnieszka Dabrowska-Boruch, Marcin Pietron, Kazimierz Wiatr

CoRR, 2023

Electroencephalographic (EEG) Correlates of Visually Induced Motion Sickness (VIMS) in the Virtual Reality (VR) Based Simulations.

Jan K. Argasinski, Natalia Lipp, Szymon Mazurek

Proceedings of the Human-Computer Interaction - INTERACT 2023 - 19th IFIP TC13 International Conference, York, UK, August 28, 2023

Impact of the Pre-processing and Balancing of EEG Data on the Performance of Graph Neural Network for Epileptic Seizure Classification.

Szymon Mazurek, Rosmary Blanco, Joan Falcó-Roget, Jan K. Argasinski, Alessandro Crimi

Proceedings of the Artificial Intelligence and Soft Computing, 2023

2022

Canine age classification using Deep Learning as a step towards preventive medicine in animals.

Szymon Mazurek, Maciej Wielgosz, Jakub Caputa, Rafal Fraczek, Michal Karwatowski, Jakub Grzeszczyk, Daria Lukasik, Anna Smiech, Pawel Russek, Ernest Jamro, Agnieszka Dabrowska-Boruch, Marcin Pietron, Sebastian Koryciak, Kazimierz Wiatr

Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022