Szymon Mazurek

21 papers A 1C 1Journal 14Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Do What I Say: A Spoken Prompt Dataset for Instruction-Following.
CoRR
Maike Züfle, Sara Papi, Fabian Retkowski, Szymon Mazurek, Marek Kasztelnik, Alexander Waibel, Luisa Bentivogli, Jan Niehues
2025 J jnl
Analyzing Internal Activity and Robustness of SNNs Across Neuron Parameter Space.
CoRR
Szymon Mazurek, Jakub Caputa, Maciej Wielgosz
2025 — conf
Fast Prediction of Job Execution Times in the ALICE Grid Through GPU-Based Inference with Quantization and Sparsity Techniques.
ICCS (4)
Tomasz Lelek, Szymon Mazurek, Maciej Wielgosz, Bartosz Balis
2025 J jnl
Graph Attention Networks for Detecting Epilepsy from EEG Signals Using Accessible Hardware in Low-Resource Settings.
CoRR
Szymon Mazurek, Stephen Moore, Alessandro Crimi
2025 A conf
How to Connect Speech Foundation Models and Large Language Models? What Matters and What Does Not.
INTERSPEECH
Francesco Verdini, Pierfrancesco Melucci, Stefano Perna, Francesco Cariaggi, Marco Gaido, Sara Papi, Szymon Mazurek, Marek Kasztelnik, Luisa Bentivogli, Sébastien Bratières, Paolo Merialdo, Simone Scardapane
2025 J jnl
Three-Factor Learning in Spiking Neural Networks: An Overview of Methods and Trends from a Machine Learning Perspective.
CoRR
Szymon Mazurek, Jakub Caputa, Jan K. Argasinski, Maciej Wielgosz
2025 J jnl
Three-factor learning in spiking neural networks: An overview of methods and trends from a machine learning perspective.
Patterns
Szymon Mazurek, Jakub Caputa, Jan K. Argasinski, Maciej Wielgosz
2024 — conf
Explainable Graph Neural Networks for EEG Classification and Seizure Detection in Epileptic Patients.
ISBI
Szymon Mazurek, Rosmary Blanco, Joan Falcó-Roget, Alessandro Crimi
2024 J jnl
GaNDLF-Synth: A Framework to Democratize Generative AI for (Bio)Medical Imaging.
CoRR
Sarthak Pati, Szymon Mazurek, Spyridon Bakas
2024 J jnl
How to Connect Speech Foundation Models and Large Language Models? What Matters and What Does Not.
CoRR
Francesco Verdini, Pierfrancesco Melucci, Stefano Perna, Francesco Cariaggi, Marco Gaido, Sara Papi, Szymon Mazurek, Marek Kasztelnik, Luisa Bentivogli, Sébastien Bratières, Paolo Merialdo, Simone Scardapane
2024 — conf
Investigation of Energy-Efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain Segmentation.
ICCS (4)
Szymon Mazurek, Monika Pytlarz, Sylwia Malec, Alessandro Crimi
2024 J jnl
Investigation of Energy-efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain Segmentation.
CoRR
Szymon Mazurek, Monika Pytlarz, Sylwia Malec, Alessandro Crimi
2024 J jnl
Pedestrian intention prediction in Adverse Weather Conditions with Spiking Neural Networks and Dynamic Vision Sensors.
CoRR
Mustafa Sakhai, Szymon Mazurek, Jakub Caputa, Jan K. Argasinski, Maciej Wielgosz
2023 J jnl
Assessing Dataset Quality Through Decision Tree Characteristics in Autoencoder-Processed Spaces.
CoRR
Szymon Mazurek, Maciej Wielgosz
2023 J jnl
Computer-Aided Cytology Diagnosis in Animals: CNN-Based Image Quality Assessment for Accurate Disease Classification.
CoRR
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
2023 — conf
Electroencephalographic (EEG) Correlates of Visually Induced Motion Sickness (VIMS) in the Virtual Reality (VR) Based Simulations.
INTERACT (4)
Jan K. Argasinski, Natalia Lipp, Szymon Mazurek
2023 — conf
Impact of the Pre-processing and Balancing of EEG Data on the Performance of Graph Neural Network for Epileptic Seizure Classification.
ICAISC (2)
Szymon Mazurek, Rosmary Blanco, Joan Falcó-Roget, Jan K. Argasinski, Alessandro Crimi
2023 J jnl
Segmentation of the veterinary cytological images for fast neoplastic tumors diagnosis.
CoRR
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
2023 J jnl
Using simulation to calibrate real data acquisition in veterinary medicine.
CoRR
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
2023 J jnl
Using super-resolution for enhancing visual perception and segmentation performance in veterinary cytology.
CoRR
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
2022 C conf
Canine age classification using Deep Learning as a step towards preventive medicine in animals.
FedCSIS
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