Polish Research Infrastructure Network for AI Assisted Science
FENG.02.04-IP.04-0019/24
Project duration
-
PhD
Katarzyna
Filus
Email
Status
employee
Orcid ID
0000-0003-1303-9230
Room
104
Position
Adiunkt
Research group
Security, Modelling and Performance Evaluation GroupLatest publications
- Filus K.; Faber K.; Corizzo R.; Kanan C.; Lost or Hidden? A Concept-Level Forgetting in Supervised Continual Learning; In Press: Neural Information Processing Systems (NeurIPS); 2026
- Filus K.; Nwadiuto O.; Stoeva Z.; Domańska J.; Tchuenbou-Magaia F.; Lightweight Time-Series Representation for Battery State of Health Estimation from Graphene Sensor Data; In Press: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases; 2026
- Filus K.; Pokuciński S.; Measuring Monosemanticity in Sparse Autoencoders via Latent Activation Coherence; In Press: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases; 2026
- Filus K.; Żarski M.; Inspecting Training Dynamics of Similarity Development in Supervised Vision Networks ; In Press: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases; 2026
- Filus K.; Cruz-Duarte J.; Korpyś M.; Kołodziej A.; Gancarczyk A.; Talbi E.; Domańska J.; Feature- and Similarity-Based Explainability of Experimental Materials Data via Black-Box Hyperparameter Optimization; Parallel Problem Solving from Nature; 2026
Projects
-
-
Zaawansowane narzędzie utrzymania i diagnostyki aplikacji dla Start-upów IT
FENG.01.01-IP.01-A0GV/24-00 -
Dynamiczna ocena zbieżności podobieństwa między kategoriami postrzeganego przez głębokie sieci neuronowe w wizji z podobieństwem semantycznym
-
Software Development toolKit for Energy optimization and technical Debt elimination (SDK4ED)
Head