Search results

301. Multi-geomodal representation learning for geographic transfer learning

Principal investigator: dr Piotr Szymański

Politechnika Wrocławska

Call: SONATA 20, Panel: ST6

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

Principal investigator: dr hab. Maciej Mateusz Zięba

Politechnika Wrocławska

Call: OPUS 28, Panel: ST6

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

Principal investigator: prof. Bogdan Kwolek

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

Call: OPUS 28, Panel: ST6

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

Principal investigator: prof. Bogusław Antoni Cyganek

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

Call: OPUS 28, Panel: ST6

305. Multimodal Geometric Deep Learning in Medical Image Analysis

Principal investigator: dr Marek Michał Wodziński

Sano - Centrum Zindywidualizowanej Medycyny Obliczeniowej - Międzynarodowa Fundacja Badawcza

Call: SONATA 20, Panel: ST6

306. Calculus of variation for Machine Learning Problems

Principal investigator: dr hab. Błażej Grzegorz Miasojedow

Uniwersytet Warszawski

Call: OPUS 28, Panel: ST6

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

Principal investigator: dr Andrzej Liebert

Instytut Podstaw Informatyki PAN

Call: SONATA 20, Panel: ST6

308. Robot generalist - advancing robot learning via reinforcement learning and VLAs

Principal investigator: dr hab. Marek Adam Cygan

Uniwersytet Warszawski

Call: SONATA BIS 14, Panel: ST6

309. New architectures and algorithms for neurosymbolic deep learning

Principal investigator: Piotr Leszek Wyrwiński

Politechnika Poznańska

Call: PRELUDIUM 23, Panel: ST6

310. What are spatial and temporal trends of natural and anthropogenic influences on PM2.5 concentrations in Europe under cha…

Principal investigator: Tetiana Vovk

Uniwersytet Wrocławski

Call: PRELUDIUM 23, Panel: ST10

311. Algorithmic challenges of molecular evolution.

Principal investigator: prof. Anna Barbara Gambin

Uniwersytet Warszawski

Call: OPUS 27, Panel: ST6

312. Reliable and efficient real-world test-time adaptation

Principal investigator: Damian Sójka

Akces Ncbr Spółka z Ograniczoną Odpowiedzialnością

Call: PRELUDIUM 23, Panel: ST6

313. Network Neutral Traffic Classification and Management

Principal investigator: dr hab. Robert Wójcik

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

Call: OPUS 27, Panel: ST7

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

Principal investigator: Weronika Tamara Węgier

Politechnika Wrocławska

Call: PRELUDIUM 23, Panel: ST6

315. Continual learning with conditional computation networks

Principal investigator: Filip Maciej Szatkowski

IDEAS NCBR Sp. z o.o.

Call: PRELUDIUM 23, Panel: ST6

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

Principal investigator: Mateusz Wojtulewicz

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

Call: PRELUDIUM 23, Panel: ST6

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

Principal investigator: dr hab. Agnieszka Jastrzębska

Politechnika Warszawska

Call: OPUS 27, Panel: ST6

318. Development of a Plug-and-Play Middleware for Integrating Robot Sensor Data with GIS Tools in a Cloud Environment

Principal investigator: dr hab. Robert Wrembel

Politechnika Poznańska

Call: CHIST-ERA Call 2023, Panel: ST6

319. Alignment Of Large Language Models Via Debate And Reinforcement Learning

Principal investigator: dr Łukasz Paweł Kuciński

IDEAS NCBR Sp. z o.o.

Call: OPUS 26, Panel: ST6

320. Longitudinal investigation of sibilant articulation development in children: a statistical modeling approach based on in…

Principal investigator: dr Zuzanna Ewa Miodońska

Politechnika Śląska, Wydział Inżynierii Biomedycznej

Call: SONATA 19, Panel: HS2

321. From Art to Science: Bridging gaps in diffusion-based generative modeling

Principal investigator: dr Kamil Deja

Politechnika Warszawska

Call: OPUS 26, Panel: ST6

322. Explainability methods for machine learning models in static and evolving data

Principal investigator: prof. Jerzy Maciej Stefanowski

Politechnika Poznańska, Wydział Informatyki i Telekomunikacji

Call: OPUS 26, Panel: ST6

323. Non-classical Approaches for Condition Monitoring and Fault Detection of Wind Turbines

Principal investigator: dr hab. Phong Ba Dao

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie, Wydział Inżynierii Mechanicznej i Robotyki

Call: OPUS 26, Panel: ST8

324. Neural Environment Model and Motion Constraints in Robot Motion Planning

Principal investigator: dr hab. Dominik Belter

Politechnika Poznańska, Wydział Automatyki, Robotyki i Elektrotechniki

Call: OPUS 26, Panel: ST6

325. Modeling and Forecasting of Infection Spread in Warand Post War Settings Using Epidemiological, Behavioral and Genomic S…

Principal investigator: dr hab. Sergiy Yakovlev

Politechnika Łódzka, Wydział Fizyki Technicznej, Informatyki i Matematyki Stosowanej

Call: IMPRESS-U, Panel: ST6

326. Machine Learning and Network Physiology for Medical Diagnosis with an Application to Dysfunctional Breathing

Principal investigator: dr hab. Marcin Lech Gruszecki

Gdański Uniwersytet Medyczny, Wydział Nauk o Zdrowiu z Instytutem Medycyny Morskiej i Tropikalnej

Call: OPUS 26 (LAP), Panel: NZ4

327. Application of artificial intelligence to predict the presence of left atrial appendage thrombus based on transthoracic …

Principal investigator: dr Konrad Pieszko

Uniwersytet Zielonogórski, Collegium Medicum

Call: SONATA 19, Panel: NZ5

328. EAGER IMPRESS-U: Exploratory Research on Generative Compression for Compressive Lidar

Principal investigator: dr hab. Krzysztof Piotr Okarma

Zachodniopomorski Uniwersytet Technologiczny w Szczecinie, Wydział Elektryczny

Call: IMPRESS-U, Panel: ST6

329. Quantum sensors operating in extreme scenarios: novel applications of statistical inference, machine learning and contro…

Principal investigator: dr Jan Kołodyński

Uniwersytet Warszawski, Centrum Nowych Technologii Uniwersytetu Warszawskiego

Call: SONATA BIS 13, Panel: ST2

330. Sustainable computer vision for autonomous machines

Principal investigator: dr hab. Bartosz Michał Zieliński

IDEAS NCBR Sp. z o.o.

Call: SONATA BIS 13, Panel: ST6

331. Advanced statistical and deep learning models to predict cancer risk and support treatment decisions

Principal investigator: dr Michał Marczyk

Politechnika Śląska, Wydział Automatyki, Elektroniki i Informatyki

Call: SONATA BIS 13, Panel: NZ2

332. Deep learning for tabular data

Principal investigator: dr hab. Marek Śmieja

Uniwersytet Jagielloński, Wydział Matematyki i Informatyki

Call: SONATA BIS 13, Panel: ST6

333. DeMeTeR: Interpreting Diffusion Models Through Representations

Principal investigator: prof. Przemysław Biecek

Uniwersytet Warszawski

Call: PRELUDIUM BIS 5, Panel: ST6

334. XAICancer: Explainable Artificial Intelligence for Cancer Imaging

Principal investigator: dr Neo Christopher Chung

Uniwersytet Warszawski, Wydział Matematyki, Informatyki i Mechaniki

Call: SONATA BIS 13, Panel: ST6

335. 3D generative models based on NeRF representation

Principal investigator: dr hab. Przemysław Spurek

Uniwersytet Jagielloński, Wydział Matematyki i Informatyki

Call: SONATA BIS 13, Panel: ST6

336. Computationally efficient dynamic neural networks

Principal investigator: Bartosz Wójcik

IDEAS NCBR Sp. z o.o.

Call: PRELUDIUM 22, Panel: ST6

337. Acoustic Intelligence - towards self-supervised deep neural acoustic analysis

Principal investigator: dr hab. Konrad Karol Kowalczyk

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie, Wydział Informatyki, Elektroniki i Telekomunikacji

Call: OPUS 25, Panel: ST7

338. Acceleration and compression of deep neural networks using low-rank approximation methods

Principal investigator: Mateusz Gabor

Politechnika Wrocławska

Call: PRELUDIUM 22, Panel: ST6

339. Decision support system for small vessel disease diagnosis, leveraging the synergy of machine learning and radiomics

Principal investigator: Maria Anna Ferlin

Politechnika Gdańska

Call: PRELUDIUM 22, Panel: ST6

340. Uncovering structure in neural network representations

Principal investigator: dr hab. Marcin Michał Kurdziel

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie, Wydział Informatyki

Call: OPUS 25, Panel: ST6

341. Detection and denoising of Gravitational Wave sources in Einstein Telescope using deep learning

Principal investigator: Wathela Hamed Osman Alhassan

Centrum Astronomiczne im. Mikołaja Kopernika PAN

Call: PRELUDIUM 22, Panel: ST9

342. Improving the transferability of self-supervised learning models

Principal investigator: Marcin Paweł Przewięźlikowski

Uniwersytet Jagielloński, Wydział Matematyki i Informatyki

Call: PRELUDIUM 22, Panel: ST6

343. "I like to move it, move it" – molecular dynamics-driven optimization of ligand residence time as an opportunity to impr…

Principal investigator: dr hab. Sabina Marta Podlewska

Instytut Farmakologii PAN

Call: OPUS 25, Panel: NZ7

344. Meta-learning as a machine learning tool for experimental boosting of sorption properties of ionic liquids

Principal investigator: Karol Daniel Baran

Politechnika Gdańska

Call: PRELUDIUM 22, Panel: ST5

345. Where to look next - guiding active visual exploration with internal model uncertainty

Principal investigator: Adam Jacek Pardyl

IDEAS NCBR Sp. z o.o.

Call: PRELUDIUM 22, Panel: ST6

346. Development of remote vision system for Cherenkov telescopes.

Principal investigator: dr Paweł Gliwny

Uniwersytet Łódzki, Wydział Fizyki i Informatyki Stosowanej

Call: PRELUDIUM 22, Panel: ST9

347. Development of weak supervision methods for multispectral image processing in the field of precision agriculture

Principal investigator: Przemysław Aszkowski

Politechnika Poznańska, Wydział Automatyki, Robotyki i Elektrotechniki

Call: PRELUDIUM 22, Panel: ST6

348. Multispectral fluorescence coupled with machine learning methods to identify food-related bacteria

Principal investigator: dr Klaudia Maria Głowacz-Zielińska

Politechnika Warszawska, Wydział Chemiczny

Call: PRELUDIUM 22, Panel: ST4

349. Multimodal Deep Learning for Noninvasive Pulmonary Hypertension Diagnosis from Magnetic Resonance Imaging

Principal investigator: Michał Kazimierz Grzeszczyk

Sano - Centrum Zindywidualizowanej Medycyny Obliczeniowej - Międzynarodowa Fundacja Badawcza

Call: PRELUDIUM 22, Panel: ST6

350. Data ownership and privacy meet generative neural networks

Principal investigator: dr hab. Paweł Kacper Morawiecki

Instytut Podstaw Informatyki PAN

Call: OPUS 25, Panel: ST6

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