Katarzyna Wiltos

11 papers B 3Journal 1Unranked 7
YearRankTypeTitle / Venue / Authors
2025 B conf
Atrous-CNN with Hierarchical-Based Training Strategy Approach for Decentralized Tasks.
DSAA
Antoni Jaszcz, Agnieszka Polowczyk, Alicja Polowczyk, Katarzyna Wiltos, Dawid Polap, Marcin Wozniak
2025 J jnl
CLIP-guided continual novel class discovery.
Knowl. Based Syst.
Qingsen Yan, Yiting Yang, Yutong Dai, Xing Zhang, Katarzyna Wiltos, Marcin Wozniak, Wei Dong, Yanning Zhang
2025 B conf
Hybrid Federated Learning Framework with Client - Tailored Attentive Feature Extractor for Agricultural Health Monitoring.
DSAA
Antoni Jaszcz, Agnieszka Polowczyk, Alicja Polowczyk, Katarzyna Wiltos, Dawid Polap, Marcin Wozniak
2025 — conf
One Shot, Few Perspectives: Ensemble Learning for Image Segmentation.
ICAISC (2)
Katarzyna Prokop, Jakub Silka, Dawid Polap, Katarzyna Wiltos
2025 B conf
One-shot Deep Learning Pressure Solver for 2D Eulerian Smoke Simulation Application.
IJCNN
Michal Wieczorek, Jakub Silka, Katarzyna Wiltos
2025 — conf
Segmented Medical Image Classification with Deep Convolutional Neural Networks Architectures for WBC Detection.
ICAISC (2)
Katarzyna Wiltos, Agnieszka Polowczyk, Alicja Polowczyk, Marcin Wozniak, Michal Wieczorek
2024 — conf
Impact of Feature Standardization on Classification Process Using PCA and SVM Algorithms.
ICIST
Katarzyna Wiltos
2024 — conf
Swarm Optimization for Enhanced Random Forest-Based IoT Security.
ICAISC (3)
Jakub Silka, Michal Wieczorek, Katarzyna Wiltos, Marcin Wozniak
2024 — conf
Transformer Based Semantic Segmentation Network for Medical Imaging Application.
ICAISC (2)
Michal Wieczorek, Jakub Silka, Katarzyna Wiltos, Marcin Wozniak
2023 — conf
Script-Based Computation System for Lagrange Interpolating Polynomials.
ICYRIME
Katarzyna Wiltos
2022 — conf
Iris database - Effectiveness of selected classifiers.
IVUS
Paulina Halatek, Katarzyna Wiltos, Mariusz Wróbel