Publications
Found 33 results
Filters: Author is Katarzyna Filus [Clear All Filters]
.
Submitted. Beyond Accuracy: Uncovering the Role of Similarity Perception and its Alignment with Semantics in Supervised Learning. arXiv preprint.
.
Submitted. Semantic Depth Matters: Explaining Errors of Deep Vision Networks through Perceived Class Similarities. arXiv preprint.
.
2025. How CNNs and ViTs perceive similarities between categories. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD).
.
2025. SPHEREA: Synthetic dataset generation for equirectangular panoramas of home environments. Knowledge-Based Systems.
.
2025. What is the doggest dog? Examination of typicality perception in ImageNet-trained networks Neural Networks. 188
.
2024. Evaluating Convolutional Neural Networks via measuring similarity of their first-layer filters and Gabor filters. 32nd International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems.
.
2024. Extracting coarse-grained classifiers from large Convolutional Neural Networks. Engineering Applications of Artificial Intelligence. 138
.
2024. Finding the Perfect Cut: Selection of the Best Cutting Point in Equirectangular Panoramas for Object Detection. International Conference on Knowledge-Based and Intelligent Information & Engineering Systems.
.
2024. Harnessing Machine Learning for Reliable Weather Forecasting: Meteorological Impact on Sustainable Energy in Monterrey. IEEE Congress on Evolutionary Computation.
.
2024. SDK4ED: a platform for building energy efficient, dependable, and maintainable embedded software. Automated Software Engineering.
.
2024. Similarity-driven adversarial testing of neural networks. Knowledge-Based Systems. 305
.
2023. Global Entropy Pooling Layer for Convolutional Neural Networks. Neurocomputing. 555
.
2023. HierAct: a Hierarchical Model for Human Activity Recognition in Game-Like Educational Applications. 2023 IEEE International Conference on Big Data.
.
2023. NetSat: Network Saturation Adversarial Attack. IEEE International Conference on Big Data (IEEE BigData 2023).
.
2023. Recycling of Generic ImageNet-trained Models for Smart-city Applications. The 10th IEEE International Conference on Data Science and Advanced Analytics (DSAA).
.
2023. Robust category recognition based on deep templates for educational mobile applications. 2023 IEEE International Conference on Big Data.
.
2023. Software Vulnerabilities in TensorFlow-Based Deep Learning Applications. Computers & Security. 124
.
2023. Visual examination of relations between known classes for deep neural network classifiers.. 2023 IEEE International Conference on Big Data.
.
2022. Adaptive Hurst-Sensitive Active Queue Management. Entropy. 24(3)
.
2022. Approximation Models for the Evaluation of TCP/AQM Networks. Bulletin of the Polish Academy of Sciences, Technical Sciences (BPASTS). 70(4)
.
2022. Building a real-time testing platform for unmanned ground vehicles with UDP Bridge. Sensors. 22(21)
.
2022. Cost-Effective Filtering of Unreliable Proximity Detection Results Based on BLE RSSI and IMU Readings Using Smartphones. Scientific Reports. 12(1)
.
2022. Finding the best hardware configuration for 2D SLAM in indoor environments via simulation based on Google Cartographer. Scientific Reports. 12
.
2022. NAM: What Does a Neural Network See? International Joint Conference on Neural Networks (IJCNN 2022), IEEE WCCI 2022.
.
2022. Real-time testing of vision-based systems for AGVs with ArUco markers. IEEE International Conference on Big Data.
