Projects funded by the NCN

Editing of a 3D object represented by Gaussian Splatting

Call: PRELUDIUM 24 , Panel: ST6

Principal investigator: Joanna Waczyńska

Uniwersytet Jagielloński

Explanation of Pre-Trained deep learning models via Prototypes

Call: PRELUDIUM 24 , Panel: ST6

Principal investigator: Piotr Borycki

Uniwersytet Jagielloński

Advancing Curriculum Learning: from adaptive learning objectives to Kolmogorov-Arnold Networks

Call: OPUS 29 , Panel: ST6

Principal investigator: dr hab. Mikołaj Aleksander Morzy

Politechnika Poznańska

Efficiency and Adaptability through Compression of Large Language Models

Call: PRELUDIUM 24 , Panel: ST6

Principal investigator: Maciej Stefaniak

Uniwersytet Warszawski

From Games to Algorithms: Exploring Reasoning in Description Logics

Call: OPUS 29 , Panel: ST6

Principal investigator: dr hab. Barbara Morawska

Uniwersytet Opolski

Everything I know: a syntactical approach to only-knowing

Call: OPUS 29 , Panel: ST6

Principal investigator: dr hab. Lidia Zofia Tendera

Uniwersytet Opolski

Impact of buffers on individual flows in the Internet

Call: OPUS 29 , Panel: ST6

Principal investigator: prof. Andrzej Marek Chydziński

Politechnika Śląska

Improving hybrid classical-quantum optimization using machine learning techniques

Call: PRELUDIUM 24 , Panel: ST6

Principal investigator: Justyna Jolanta Zawalska

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

Physics Informed Neural Networks with hierarchical matrices and Petrov-Galerkin method (HPG-PINN)

Call: OPUS 29 , Panel: ST6

Principal investigator: dr Tomasz Służalec

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

New automated verification methods of open real-time multi-agent systems

Call: OPUS 29 , Panel: ST6

Principal investigator: dr hab. Bożena Woźna-Szcześniak

Akademia im. Jana Długosza w Częstochowie

Multimodal learning for medical image analysis

Call: OPUS 29 , Panel: ST6

Principal investigator: dr Szymon Stefan Płotka

Uniwersytet Jagielloński

Development of rule-based query languages applied in intelligent systems

Call: OPUS 1 , Panel: ST6

Principal investigator: prof. Andrzej Piotr Szałas

Uniwersytet Warszawski, Wydział Matematyki, Informatyki i Mechaniki

Multi-geomodal representation learning for geographic transfer learning

Call: SONATA 20 , Panel: ST6

Principal investigator: dr Piotr Szymański

Politechnika Wrocławska

Automatic calculations for low energetic electron-positron annihilation into hadrons

Call: OPUS 2 , Panel: ST6

Principal investigator: prof. Karol Maksymilian Kołodziej

UNIWERSYTET ŚLĄSKI, Wydział Matematyki, Fizyki i Chemii

Efficient algorithms for recovery of consistent execution state ensuring reliability of service-oriented systems

Call: SONATA 2 , Panel: ST6

Principal investigator: dr Anna Kobusińska

Politechnika Poznańska, Wydział Informatyki

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

Call: OPUS 28 , Panel: ST6

Principal investigator: dr hab. Maciej Mateusz Zięba

Politechnika Wrocławska

Sustainable event-based vision for scene perception and understanding by autonomous robots

Call: OPUS 28 , Panel: ST6

Principal investigator: prof. Bogdan Kwolek

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

Development and Application of a New Generalization of Interval Numbers in Multi-Criteria Decision-Making

Call: SONATA 20 , Panel: ST6

Principal investigator: dr Wojciech Franciszek Sałabun

Instytut Łączności - Państwowy Instytut Badawczy

Formal verification in data-enriched models of computation

Call: OPUS 28 , Panel: ST6

Principal investigator: prof. Sławomir Grzegorz Lasota

Uniwersytet Warszawski

Recognition of multi-modal patterns in full-slide histopathological images using large vision and language models.

Call: OPUS 28 , Panel: ST6

Principal investigator: prof. Bogusław Antoni Cyganek

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

On the border of impossible in classical automata theory

Call: OPUS 28 , Panel: ST6

Principal investigator: dr hab. Paweł Parys

Uniwersytet Warszawski

High-performance full-field 3D model of microstructure evolution based on GPU and physics-informed neural cellular autom...

Call: OPUS 28 , Panel: ST8

Principal investigator: prof. Łukasz Karol Madej

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

Multimodal Geometric Deep Learning in Medical Image Analysis

Call: SONATA 20 , Panel: ST6

Principal investigator: dr Marek Michał Wodziński

Sano - Centrum Zindywidualizowanej Medycyny Obliczeniowej - Międzynarodowa Fundacja Badawcza

Calculus of variation for Machine Learning Problems

Call: OPUS 28 , Panel: ST6

Principal investigator: dr hab. Błażej Grzegorz Miasojedow

Uniwersytet Warszawski

Adaptive hybrid parallelization of full-field microstructure evolution models with massive domains based on graph cellul...

Call: SONATA 20 , Panel: ST8

Principal investigator: dr Mateusz Sitko

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

GENIE-MRI: Generative Neural Networks for Image Exchange in breast MRI

Call: SONATA 20 , Panel: ST6

Principal investigator: dr Andrzej Liebert

Instytut Podstaw Informatyki PAN

BIOEMERGE: Emergent properties of developmental-evolutionary processes. A simulation approach to evo-devo

Call: OPUS 2 , Panel: ST6

Principal investigator: prof. Borys Jakub Wróbel

Uniwersytet im. Adama Mickiewicza w Poznaniu, Wydział Biologii

Robot generalist - advancing robot learning via reinforcement learning and VLAs

Call: SONATA BIS 14 , Panel: ST6

Principal investigator: dr hab. Marek Adam Cygan

Uniwersytet Warszawski

Analysis of quantitative models of computation

Call: SONATA BIS 14 , Panel: ST6

Principal investigator: dr hab. Lorenzo Clemente

Uniwersytet Warszawski

From dense graphs to sparse ones and back again

Call: SONATA BIS 14 , Panel: ST6

Principal investigator: dr Paweł Rzążewski

Politechnika Warszawska

Video segmentation of irregular objects in the presence of noise/artifacts.

Call: OPUS 27 , Panel: ST6

Principal investigator: dr Anna Węsierska

Politechnika Gdańska

Geospatially-oriented language models

Call: PRELUDIUM 23 , Panel: ST6

Principal investigator: Piotr Łukasz Gramacki

Politechnika Wrocławska

F+E: Enchancing Perception through the Integration of Frame and Event Cameras

Call: PRELUDIUM 23 , Panel: ST6

Principal investigator: Kamil Andrzej Jeziorek

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

Hardware-Aware Neural Network Design for Event-Based Object Detection

Call: PRELUDIUM 23 , Panel: ST6

Principal investigator: Piotr Stanisław Wzorek

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

Beyond Worst-Case Analysis: Online Problems with Delays and Stochastic Arrival Times

Call: PRELUDIUM 23 , Panel: ST6

Principal investigator: Michał Łukasz Pawłowski

IDEAS NCBR Sp. z o.o.

Overcoming forgetting in continual learning with an ensemble of experts

Call: PRELUDIUM 23 , Panel: ST6

Principal investigator: Grzegorz Rypeść

IDEAS NCBR Sp. z o.o.

New architectures and algorithms for neurosymbolic deep learning

Call: PRELUDIUM 23 , Panel: ST6

Principal investigator: Piotr Leszek Wyrwiński

Politechnika Poznańska

Algorithmic challenges of molecular evolution.

Call: OPUS 27 , Panel: ST6

Principal investigator: prof. Anna Barbara Gambin

Uniwersytet Warszawski

Reliable and efficient real-world test-time adaptation

Call: PRELUDIUM 23 , Panel: ST6

Principal investigator: Damian Sójka

IDEAS NCBR Sp. z o.o.

Application of explainable artificial intelligence algorithms in order to improve imbalanced data methods

Call: PRELUDIUM 23 , Panel: ST6

Principal investigator: Weronika Tamara Węgier

Politechnika Wrocławska

Continual learning with conditional computation networks

Call: PRELUDIUM 23 , Panel: ST6

Principal investigator: Filip Maciej Szatkowski

IDEAS NCBR Sp. z o.o.

Security of radio-physics-based federated learning in next-generation edge computing systems

Call: PRELUDIUM 23 , Panel: ST7

Principal investigator: Małgorzata Helena Wasilewska

Politechnika Poznańska

Decision Problems for Logics with Weak Forms of Recursion

Call: PRELUDIUM 23 , Panel: ST6

Principal investigator: Bartosz Jan Bednarczyk

Uniwersytet Wrocławski

Intersection graphs of simple geometric objects - structure and algorithms

Call: OPUS 27 , Panel: ST6

Principal investigator: dr hab. Tomasz Krawczyk

Politechnika Warszawska

Functional motif-targeted RNA structure modeling

Call: OPUS 27 , Panel: ST6

Principal investigator: prof. Marta Xymena Szachniuk

Politechnika Poznańska

Magnonic In-Memory Computing: Racetrack-Based Architectures for Neuromorphic Computing

Call: PRELUDIUM 23 , Panel: ST3

Principal investigator: Uladzislau Makartsou

Uniwersytet im. Adama Mickiewicza w Poznaniu

Addressing Data-Centric AI Challenges in Machine Learning with Advanced Sample-Selection Techniques

Call: PRELUDIUM 23 , Panel: ST6

Principal investigator: Mateusz Wojtulewicz

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

Analysis and design of memristive circuits for neuromorphic applications

Call: OPUS 27 , Panel: ST7

Principal investigator: prof. Zbigniew Janusz Galias

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

Novel transformer-based architectures for time series classification based on symbolic data representation

Call: OPUS 27 , Panel: ST6

Principal investigator: dr hab. Agnieszka Jastrzębska

Politechnika Warszawska

Advancing Petri Net Theory: Deeper understanding to Classical Problems and Integration into Workflow Applications

Call: OPUS 27 , Panel: ST6

Principal investigator: dr Piotr Hofman

Uniwersytet Warszawski