1 |
Analysis of speech credibility and voice signal reliability for detecting suspicious user intentions |
Grzegorz Borowik |
NASK PIB |
2 |
Applied cryptography and privacy protection |
Mirosław Kutyłowski |
NASK PIB |
3 |
Data ownership and privacy meet generative neural networks |
Paweł Morawiecki |
IPI PAN |
4 |
Deep Learning Digital Twin of a Radiologist for evaluation of breast MRI |
Jan Mielniczuk |
IPI PAN |
5 |
Deepfakes vs contra-deepfakes |
Andrzej Pacut |
NASK PIB |
6 |
Designing analytical pipeline for identification of epigenetic marks significantly affecting gene expression patterns in rheumatoid arthritis patients |
Michał Dąbrowski |
IPI PAN |
7 |
Detecting and modelling test data distribution shift in supervised learning |
Paweł Teisseyre |
IPI PAN |
8 |
Detection of human psychological states and traits using AI, based on movement track-ing in immersive VR environments |
Cezary Biele |
OPI PIB |
9 |
Development and investigation of generator networks for virtual dynamic contrast-enhanced Breast MRI |
Jan Mielniczuk |
IPI PAN |
10 |
Development of optimal lung ventilation minimizing the risk of Ventilator-Induced Lung Injury (VILI) |
Marek Darowski |
IBIB PAN |
11 |
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 |
12 |
Energy Packet Networks (EPN): Basic Limits in Performance and Security of Communication and Computing Systems that Operate with Energy Harvesting |
Erol Gelenbe |
IITiS PAN |
13 |
Fast and reliable data completion and augmentation with matrix and tensor methods |
Mariusz Kamola |
NASK PIB |
14 |
Generalization of the synthetic speech detection. |
Michał Choraś, Ewelina Bartuzi-Trokielewicz |
PBS, NASK PIB |
15 |
Learning to rank for uplift modeling and heterogeneous treatment effect estimation |
Szymon Jaroszewicz |
IPI PAN |
16 |
Long-tail learning from incomplete data |
Jan Mielniczuk |
IPI PAN |
17 |
Methods for Multi-channel Face Presentation Attack Detection |
Marcin Kowalski, Ewelina Bartuzi-Trokielewicz |
WAT, NASK PIB |
18 |
Modeling the impact of climate and energy policy on power grids using machine learning: analysis and implementation |
Joanna Kołodziej |
NASK PIB |
19 |
Optimization of text tokenization for deep learning |
Łukasz Dębowski |
IPI PAN |
20 |
Robustness of machine learning models considering adversarial conditions |
Joanna Kołodziej |
NASK PIB |
21 |
Spiking neural network efficient structuring and training for cyberdefence applications |
Mariusz Kamola |
NASK PIB |
22 |
Stress testing the tradeoffs between resiliency, reliability and energy efficiency in low power long range wireless networks |
Krzysztof Grochla |
IITiS PAN |
23 |
Study on the behavior of third-generation neural network models in preventing DDoS attacks |
Grzegorz Borowik |
NASK PIB |
24 |
The analysis and modelling of energy storage systems for off-grid base stations |
Tadeusz Czachórski |
IITiS PAN |
25 |
Towards Semantic Measures of Information Content - Integrating LinkGraph with Seminstructured Textual Information |
Mieczysław Kłopotek |
IPI PAN |
26 |
Trustworthy Federated Learning in Cloud-based Intelligent Transport Systems |
Joanna Kołodziej |
NASK PIB |
27 |
Computer vision-based civil infrastructure monitoring using physics-based graphics models |
Bartłomiej Błachowski |
IPPT PAN |
28 |
Computationally efficient algorithm for large-scale structural topology optimization subject to stress constraints |
Bartłomiej Błachowski |
IPPT PAN |