Projects funded by the NCN

Developing an AI algorithm for longitudinal tracking of post-treatment changes in brain metastases using a hybrid Uncert...

Call: PRELUDIUM 24 , Panel: NZ7

Principal investigator: Monika Żaneta Pytlarz

Sano - Centrum Zindywidualizowanej Medycyny Obliczeniowej - Międzynarodowa Fundacja Badawcza

Local Causal Explainability of Machine Learning Models: Game-Theoretic Methods for Reliable Feature Attribution

Call: PRELUDIUM 24 , Panel: ST6

Principal investigator: Mateusz Maciej Gajewski

Politechnika Poznańska

Explanation of Pre-Trained deep learning models via Prototypes

Call: PRELUDIUM 24 , Panel: ST6

Principal investigator: Piotr Borycki

Uniwersytet Jagielloński

Probabilistic Methods for Plausibility, Robustness, and Diversity in Counterfactual Explanations

Call: OPUS 28 , Panel: ST6

Principal investigator: dr hab. Maciej Mateusz Zięba

Politechnika Wrocławska

GeoSpatial AI-Driven Risk Assesment of Child Malnutrition. Unreveling the Intersectional Determinants.

Call: PRELUDIUM 23 , Panel: HS4

Principal investigator: Muhammad Usman

Uniwersytet Warszawski

DeMeTeR: Interpreting Diffusion Models Through Representations

Call: PRELUDIUM BIS 5 , Panel: ST6

Principal investigator: prof. Przemysław Biecek

Uniwersytet Warszawski

Deep conditional generative models

Call: OPUS 23 , Panel: ST6

Principal investigator: dr Marek Śmieja

Uniwersytet Jagielloński, Wydział Matematyki i Informatyki

ARES: Attack-Resistant Explanations toward Secure and trustworthy AI

Call: PRELUDIUM BIS 3 , Panel: ST6

Principal investigator: dr hab. Przemysław Biecek

Uniwersytet Warszawski