Katarzyna Filus

First name

Katarzyna

Last name

Filus

2026

Katarzyna Filus, Jorge Cruz-Duarte, Mateusz Korpyś, Andrzej Kołodziej, Anna Gancarczyk, El-Ghazali Talbi, Joanna Domańska
Feature- and Similarity-Based Explainability of Experimental Materials Data via Black-Box Hyperparameter Optimization
2026
Katarzyna Filus, Jorge Cruz-Duarte
Target Selection for Adversarial Evaluation of Vision Models Using Language Models
2026

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

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