Marzena Halama
2026
- Halama M.; Połys K.; Nowak S.; Domańska J.; External Semantic Memory as a Cognitive Layer for Large Language Models; In Press: PP-RAI 2026; 2026
- Halama M.; Połys K.; Domańska J.; AI-Assisted Zeolite Design through Retrieval-Augmented Scientific Language Models; In Press: SCIENCE TECHNOLOGY ENGINEERING MATHEMATICS; 2026
2025
- Halama M.; Optimization for Pre-trained CNNs; SCIENCE TECHNOLOGY ENGINEERING MATHEMATICS; 2025
- Halama M.; Połys K.; Domańska J.; Speech-based analysis of aggression in social content: resistance of Large Language Models to signal degradation; 2025 IEEE International Conference on Big Data; 2025
- Halama M.; Nowak S.; Połys K.; Semantic Orientation for Indoor Navigation System using Large Language Models; Scientific Reports; 2025
2023
- Sobczak Ł.; Filus K.; Halama M.; Domańska J.; Visual examination of relations between known classes for deep neural network classifiers.; 2023 IEEE International Conference on Big Data; 2023
- Halama M.; Filus K.; Domańska J.; Robust category recognition based on deep templates for educational mobile applications; 2023 IEEE International Conference on Big Data; 2023
2021
- Kempa W.; Rydarowska-Kurzbauer J.; Halama M.; Smuda E.; Biel M.; Statistical and Econometric Analysis of Selected Effects of COVID-19 Pandemic; Multidisciplinary Aspects of Production Engineering ; 2021