25.8k citations
- Central European Institute of TechnologyCZ145 papers
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- Kempelen Institute of Intelligent Technologies13 papers
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47 papers · 1 filter
Clustering Malware at Scale: A First Full-Benchmark Study
Martin Mocko, Jakub Ševcech, Daniela Chudá
Recent years have shown that malware attacks still happen with high frequency. Malware experts seek to categorize and classify incoming samples to confirm their trustworthiness or…
Essential Principles and Practices in X-ray Photoelectron Spectroscopy
Jan Čechal
X-ray photoelectron spectroscopy (XPS) is a widely used technique for chemical analysis of solid surfaces, sensitive to the chemical environments of atoms via core-level binding en…
On the existence of solutions of dynamic equations on time scales in Banach spaces
Dušan Oberta
In this paper we address the question of solvability of dynamic equations on time scales in Banach spaces. In particular, our main theorem extends the result for classical differen…
PEFT-Factory: Unified Parameter-Efficient Fine-Tuning of Autoregressive Large Language Models
Robert Belanec, Ivan Srba, Maria Bielikova
Parameter-Efficient Fine-Tuning (PEFT) methods address the increasing size of Large Language Models (LLMs). Currently, many newly introduced PEFT methods are challenging to replica…
Simultaneous Image Quality Improvement and Artefacts Correction in Accelerated MRI
Georgia Kanli, Daniele Perlo, Selma Boudissa +2
MR data are acquired in the frequency domain, known as k-space. Acquiring high-quality and high-resolution MR images can be time-consuming, posing a significant challenge when mult…
Do Discrete Fine-Scale Mechanical Models with Rotational Degrees of Freedom Homogenize Into a Cosserat or a Cauchy Continuum?
Jan Eliáš, Gianluca Cusatis
This article answers the question of whether homogenization of discrete fine-scale mechanical models, such as particle or lattice models, gives rise to an equivalent continuum that…