Katarzyna Filus

First name

Katarzyna

Last name

Filus

2025

Katarzyna Filus, Joanna Domańska
What is the doggest dog? Examination of typicality perception in ImageNet-trained networks
2025
Katarzyna Filus, Joanna Domańska
How CNNs and ViTs perceive similarities between categories
2025
Katarzyna Filus, Sebastian Pokuciński
SPHEREA: Synthetic dataset generation for equirectangular panoramas of home environments
2025

2024

Miltiadis Siavvas, Dimitrios Tsoukalas, Charalambos Marantos, Lazaros Papadopoulos, Christos Lamprakos, Oliviu Matei, Christos Strydis, Muhammad Siddiqi, Philippe Chrobocinski, Katarzyna Filus, Joanna Domańska, Paris Avgeriou, Apostolos Ampatzoglou, Dimitrios Soudris, Alexander Chatzigeorgiou, Erol Gelenbe, Dionysios Kehagias, Dimitrios Tzovaras
SDK4ED: a platform for building energy efficient, dependable, and maintainable embedded software
2024
Gustavo Machado-Guillen, Jorge Cruz-Duarte, Santiago Conant-Pablos, Katarzyna Filus
Harnessing Machine Learning for Reliable Weather Forecasting: Meteorological Impact on Sustainable Energy in Monterrey
2024
Sebastian Pokuciński, Katarzyna Filus, Dariusz Mrozek
Finding the Perfect Cut: Selection of the Best Cutting Point in Equirectangular Panoramas for Object Detection
2024
Katarzyna Filus, Joanna Domańska
Extracting coarse-grained classifiers from large Convolutional Neural Networks
2024
Katarzyna Filus, Joanna Domańska, Jerzy Klamka
Evaluating Convolutional Neural Networks via measuring similarity of their first-layer filters and Gabor filters
2024
Katarzyna Filus, Joanna Domańska
Similarity-driven adversarial testing of neural networks
2024

2023

Katarzyna Filus, Joanna Domańska
Recycling of Generic ImageNet-trained Models for Smart-city Applications
2023