| 2026 | ICAART | Dual-Objective Federated Learning Strategy for Lung X-Ray Analysis in Healthcare Systems. | Antoni Jaszcz, Katarzyna Prokop, Piotr Zerdzinski, Dawid Polap, Jakub Silka |
| 2025 | ICAISC | One Shot, Few Perspectives: Ensemble Learning for Image Segmentation. | Katarzyna Prokop, Jakub Silka, Dawid Polap, Katarzyna Wiltos |
| 2025 | IJCNN | Lightweight segmentation neural network for infrastructure maintenance in industrial digital twins. | Katarzyna Prokop, Adam Zielonka, Dawid Polap |
| 2024 | CEC | Image segmentation enhanced by heuristic assistance for retinal vessels case. | Katarzyna Prokop, Dawid Polap |
| 2024 | ICAISC | Biometric Iris Authentication Using a Segmentation Network with Attention and a Key-Points Detection Algorithm. | Katarzyna Prokop, Dawid Polap |
| 2024 | IJCNN | Generating synthetic data using GANs fusion in the digital twins model for sonars. | Dawid Polap, Antoni Jaszcz, Katarzyna Prokop |
| 2023 | ICAISC | Decentralized Federated Learning Loop with Constrained Trust Mechanism. | Dawid Polap, Katarzyna Prokop, Gautam Srivastava, Jerry Chun-Wei Lin |
| 2022 | ICAISC | Human-AI Collaboration to Increase the Perception of VR. | Antoni Jaszcz, Katarzyna Prokop, Dawid Polap, Gautam Srivastava, Jerry Chun-Wei Lin |