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Applied cryptography and privacy protection |
Mirosław Kutyłowski |
NASK PIB |
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AI-Driven Solutions for Early Pancreatic Cancer Diagnosis and Therapy |
Agnieszka Pręgowska |
IPPT PAN |
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Close-Range Remote Sensing for Tree Species Recognition using Ground-Based Images |
Janusz Będkowski |
IPPT PAN |
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Computationally efficient algorithm for large-scale structural topology optimization subject to stress constraints |
Bartłomiej Błachowski |
IPPT PAN |
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Computer vision-based civil infrastructure monitoring using physics-based graphics models |
Bartłomiej Błachowski |
IPPT PAN |
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Deep learning digital twin of a radiologist for evaluation of breast MRI |
Jan Mielniczuk |
IPI PAN |
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Designing analytical pipeline for identification of epigenetic marks significantly affecting gene expression patterns in rheumatoid arthritis patients |
Michał Dąbrowski |
IPI PAN |
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Detection of human psychological states and traits using AI, based on movement track-ing in immersive VR environments |
Cezary Biele |
OPI PIB |
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Development and investigation of generator networks for virtual dynamic contrast-enhanced breast MRI |
Jan Mielniczuk |
IPI PAN |
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Development of optimal lung ventilation minimizing the risk of Ventilator-Induced Lung Injury (VILI) |
Marek Darowski |
IBIB PAN |
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Discovery of the source of gene expression variation in cell populations – analysis of the associations between epigenetic signals and the three-dimensional structure of chromatin |
Michał Dąbrowski |
IPI PAN |
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Energy Packet Networks (EPN): Basic Limits in Performance and Security of Communication and Computing Systems that Operate with Energy Harvesting |
Erol Gelenbe |
IITiS PAN |
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Fast and reliable data completion and augmentation with matrix and tensor methods |
Mariusz Kamola |
NASK PIB |
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Formal methods for large-scale system dynamics. Between attractors, strategies, and quantum protocols (with help of AI) |
Wojciech Jamroga / Andrzej Mizera / Wojciech Penczek |
IPI PAN /(NCBR IDEAS / UW) / IPI PAN |
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Integrating Knowledge Engineering and Agent-Oriented Workflows to Enhance the Capabilities of Generative AI Models |
Mariusz Kamola |
NASK PIB |
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Learning to rank for uplift modeling and heterogeneous treatment effect estimation |
Szymon Jaroszewicz |
IPI PAN |
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Long-tail learning from incomplete data |
Jan Mielniczuk |
IPI PAN |
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Multilingual discourse relations parsing |
Maciej Ogrodniczuk |
IPI PAN |
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Optimization of text tokenization for deep learning |
Łukasz Dębowski |
IPI PAN |
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Precise, accurate and robust simultaneous localisation and mapping for automating trees’ inventory |
Janusz Będkowski |
IPPT PAN |
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Spiking neural network efficient structuring and training for cyberdefence applications |
Mariusz Kamola |
NASK PIB |
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Stress testing the tradeoffs between resiliency, reliability and energy efficiency in low power long range wireless networks |
Krzysztof Grochla |
IITiS PAN |
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Study on the behavior of third-generation neural network models in preventing DDoS attacks |
Grzegorz Borowik |
NASK PIB |
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The analysis and modelling of energy storage systems for off-grid base stations |
Tadeusz Czachórski |
IITiS PAN |
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Towards semantic measures of information content - integrating linkgraph with seminstructured textual information |
Mieczysław Kłopotek |
IPI PAN |
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Transmission efficiency and reliability in neural networks inspired by brain architectures. Information Theory and Machine Learning Approach |
Agnieszka Pręgowska, Janusz Szczepański |
IPPT PAN |
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Trustworthy Federated Learning in Cloud-based Intelligent Transport Systems |
Joanna Kołodziej |
NASK PIB |