Katarzyna Wiltos

According to our database, Katarzyna Wiltos authored at least 13 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

An Intelligent Proofreading for Remote Skiing Actions Based on Variable Shape Basis.

Tie Li, Jun Wang, Katarzyna Wiltos, Marcin Wozniak

Mob. Networks Appl., December, 2025

CLIP-guided continual novel class discovery.

Qingsen Yan, Yiting Yang, Yutong Dai, Xing Zhang, Katarzyna Wiltos, Marcin Wozniak, Wei Dong, Yanning Zhang

Knowl. Based Syst., 2025

Audio Representations for CNN-based Semantic Sound Classification.

Katarzyna Wiltos

Proceedings of the 30th International Conference on Information Society and University Studies, 2025

One-shot Deep Learning Pressure Solver for 2D Eulerian Smoke Simulation Application.

Michal Wieczorek, Jakub Silka, Katarzyna Wiltos

Proceedings of the International Joint Conference on Neural Networks, 2025

Segmented Medical Image Classification with Deep Convolutional Neural Networks Architectures for WBC Detection.

Katarzyna Wiltos, Agnieszka Polowczyk, Alicja Polowczyk, Marcin Wozniak, Michal Wieczorek

Proceedings of the Artificial Intelligence and Soft Computing, 2025

One Shot, Few Perspectives: Ensemble Learning for Image Segmentation.

Katarzyna Prokop, Jakub Silka, Dawid Polap, Katarzyna Wiltos

Proceedings of the Artificial Intelligence and Soft Computing, 2025

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

Proceedings of the 12th IEEE International Conference on Data Science and Advanced Analytics, 2025

Atrous-CNN with Hierarchical-Based Training Strategy Approach for Decentralized Tasks.

Antoni Jaszcz, Agnieszka Polowczyk, Alicja Polowczyk, Katarzyna Wiltos, Dawid Polap, Marcin Wozniak

Proceedings of the 12th IEEE International Conference on Data Science and Advanced Analytics, 2025

2024

Impact of Feature Standardization on Classification Process Using PCA and SVM Algorithms.

Katarzyna Wiltos

Proceedings of the Information and Software Technologies - 30th International Conference, 2024

Transformer Based Semantic Segmentation Network for Medical Imaging Application.

Michal Wieczorek, Jakub Silka, Katarzyna Wiltos, Marcin Wozniak

Proceedings of the Artificial Intelligence and Soft Computing, 2024

Swarm Optimization for Enhanced Random Forest-Based IoT Security.

Jakub Silka, Michal Wieczorek, Katarzyna Wiltos, Marcin Wozniak

Proceedings of the Artificial Intelligence and Soft Computing, 2024

2023

Script-Based Computation System for Lagrange Interpolating Polynomials.

Katarzyna Wiltos

Proceedings of the 8th International Conference of Yearly Reports on Informatics, 2023

2022

Iris database - Effectiveness of selected classifiers.

Paulina Halatek, Katarzyna Wiltos, Mariusz Wróbel

Proceedings of the 27th International Conference on Information Society and University Studies (IVUS 2022), 2022