| 2025 | DSAA | Atrous-CNN with Hierarchical-Based Training Strategy Approach for Decentralized Tasks. | Antoni Jaszcz, Agnieszka Polowczyk, Alicja Polowczyk, Katarzyna Wiltos, Dawid Polap, Marcin Wozniak |
| 2025 | DSAA | Hybrid Federated Learning Framework with Client - Tailored Attentive Feature Extractor for Agricultural Health Monitoring. | Antoni Jaszcz, Agnieszka Polowczyk, Alicja Polowczyk, Katarzyna Wiltos, Dawid Polap, Marcin Wozniak |
| 2025 | ICAISC | One Shot, Few Perspectives: Ensemble Learning for Image Segmentation. | Katarzyna Prokop, Jakub Silka, Dawid Polap, Katarzyna Wiltos |
| 2025 | ICAISC | Segmented Medical Image Classification with Deep Convolutional Neural Networks Architectures for WBC Detection. | Katarzyna Wiltos, Agnieszka Polowczyk, Alicja Polowczyk, Marcin Wozniak, Michal Wieczorek |
| 2025 | IJCNN | One-shot Deep Learning Pressure Solver for 2D Eulerian Smoke Simulation Application. | Michal Wieczorek, Jakub Silka, Katarzyna Wiltos |
| 2024 | ICAISC | Swarm Optimization for Enhanced Random Forest-Based IoT Security. | Jakub Silka, Michal Wieczorek, Katarzyna Wiltos, Marcin Wozniak |
| 2024 | ICAISC | Transformer Based Semantic Segmentation Network for Medical Imaging Application. | Michal Wieczorek, Jakub Silka, Katarzyna Wiltos, Marcin Wozniak |