dr inż. Mateusz Żarski
Wizytówka
dr inż.
Mateusz
Żarski
Status
pracownik instytutu
Stanowisko
adiunkt
Telefon
+48 794 091 705
Orcid ID
Publikacje
Wysłane do recenzji
- Żarski M.; Nowaczyk S.; Neuroplasticity-inspired dynamic ANNs for multi-task demand forecasting; Submitted: arXiv preprint
Opublikowane
2025
- Zawadzka A.; Żarski M.; Drejer K.; Głomb P.; Romaszewski M.; Cholewa M.; Map-Guided Cross-Training for Building Detection; Geoscience and Remote Sensing Letters; 2025
- Żarski M.; Nowaczyk S.; Balancing Performance and Scalability of Demand Forecasting ML Models; Intelligent Data Analysis XXIII [IDA]; 2025
- Pojda D.; Żarski M.; Tomaka A.; Luchowski L.; dpVision: environment for multimodal images; SoftwareX; 2025
2024
2023
- Ostrowski M.; Blachowski B.; Wójcik B.; Żarski M.; Tauzowski P.; Jankowski Ł.; A framework for computer vision-based health monitoring of a truss structure subjected to unknown excitations; Earthquake Engineering and Engineering Vibration; 2023
- Kessler S.; Ostaszewski M.; Bortkiewicz M.; Żarski M.; Wołczyk M.; Parker-Holder J.; Roberts S.; Miłoś P.; The Effectiveness of World Models for Continual Reinforcement Learning; Conference on Lifelong Learning Agents; 2023
- Wójcik B.; Żarski M.; Książek K.; Miszczak J.; Skibniewski M.; A deep learning method for hard-hat-wearing detection based on head center localization; Bulletin of the Polish Academy of Sciences Technical Sciences; 2023
2022
- Blachowski B.; Ostrowski M.; Żarski M.; Wójcik B.; Tauzowski P.; Jankowski L.; An Efficient Computer Vision-Based Method for Estimation of Dynamic Displacements in Spatial Truss Structures; Workshop on Structural Health Monitoring; 2022
2021
- Wójcik B.; Żarski M.; Salamak M.; Miszczak J.; Extracting crack characteristics from RGB-D images; 2nd Workshop on Engineering Optimization – WEO 2021; 2021
- Żarski M.; Wójcik B.; Książek K.; Salamak M.; Miszczak J.; Advances in applicable deep-learning based defect detection; 2nd Workshop on Engineering Optimization – WEO 2021; 2021
- Wójcik B.; Żarski M.; The measurements of surface defect area with an RGB-D camera for a BIM-backed bridge inspection; Bulletin of the Polish Academy of Sciences: Technical Sciences; 2021
- Żarski M.; Wójcik B.; Książek K.; Miszczak J.; Finicky transfer learning—A method of pruning convolutional neural networks for cracks classification on edge devices; Computer-Aided Civil And Infrastructure Engineering; 2021
Projekty
Dodatkowe informacje
Zainteresowania
- Uczenie Maszynowe
- Wizja Komputerowa
- IoT