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Applied cryptography and privacy protection |
Mirosław Kutyłowski Przemyslaw Kubiak |
NASK PIB |
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AI-Driven Solutions for Early Pancreatic Cancer Diagnosis and Therapy |
Agnieszka Pręgowska |
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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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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Formal methods for large-scale system dynamics. Between attractors, strategies, and quantum protocols (with help of AI) |
Wojciech Jamroga Andrzej Mizera Wojciech Penczek
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IPI PAN NCBR IDEAS / UW IPI PAN
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Machine learning from incomplete heterogenous data |
Jan Mielniczuk |
IPI PAN |
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Spotting and Analysing Manipulative Discourse: Propaganda, Disinformation and Other Manipulative Techniques in Polish Data |
Maciej Ogrodniczuk |
IPI PAN |
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Optimization of text tokenization for deep learning |
Łukasz Dębowski Aleksander Wawer |
IPI PAN |
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Increase the precision, accuracy, and reliability of the SLAM algorithm by using the fusion of multiple information sources and deep learning |
Janusz Będkowski |
IPPT 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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Resources for quantum computation |
Alexander Streltsov |
IPPT PAN |
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Speed limits for quantum resource generation |
Alexander Streltsov |
IPPT PAN |
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Performance evaluation of tradeoffs between resiliency, reliability and energy efficiency in low power long range wireless networks |
Krzysztof Grochla |
IITiS PAN |
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Interpretability of Deep Reinforcements Learning Agents |
Przemysław Sekuła |
IITiS PAN |
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Generative AI for Secure Breast MRI Data Exchange: Development, Validation, and Privacy Assurance |
Paweł Morawiecki |
IPI PAN |
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Model Checking Parametric Timed Strategic Abilities |
Wojciech Jamroga Wojciech Penczek
Laure Petrucci
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IPI PAN IPI PAN LIPN, CNRS Universite Sorbonne
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Magnetic anomaly-based navigation and control of unmanned systems: Development and implementation |
Dominik Pisarski Rami Faraj
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IPPT PAN |
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Learning Implicit Neural Representations for Early Detection of Neurodegenerative Diseases from Multimodal Clinical Signals |
Agnieszka Pręgowska |
IPPT PAN |
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Detection of Manipulated Visual Content in the Context of Disinformation Using Deep Learning and Multimodal Analysis |
Rafał Kozik Ewelina Bartuzi-Trokielewicz |
NASK PIB |
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Toward Safer and More Effective LLMs in Multilingual Contexts: Evaluations Across European Languages |
Aldo Lipani Wojciech Kusa |
University College London NASK PIB
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Segment-Level Detection of Partially Synthesized Audio Deepfakes with Insight into Model Decisions |
Piotr Szczuko Ewelina Bartuzi-Trokielewicz |
Gdańsk University of Technology NASK PIB |
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Toward Safer and More Effective Large Language Models in Mental Health Applications |
Szymon Łukasik Wojciech Kusa |
NASK PIB |
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Training Dynamics and Knowledge Control in Foundation Models |
Szymon Łukasik Wojciech Kusa |
NASK PIB |
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Adapting Learned MT Metrics to Evaluate Generative Retrieval Systems |
Harry Scells Wojciech Kusa |
University of Tübingen NASK PIB |