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Search results for: CYGARA
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Closer Look at the Uncertainty Estimation in Semantic Segmentation under Distributional Shift
PublicationWhile recent computer vision algorithms achieve impressive performance on many benchmarks, they lack robustness - presented with an image from a different distribution, (e.g. weather or lighting conditions not considered during training), they may produce an erroneous prediction. Therefore, it is desired that such a model will be able to reliably predict its confidence measure. In this work, uncertainty estimation for the task...
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Is sequential batch reactor an efficient technology to protect recipient against non-steroidal anti-inflammatory drugs and paracetamol in treated wastewater?
PublicationThe tested facility was a wastewater treatment plant (WWTP) in Swarzewo, where the wastewater treatment takes place in aeration chambers with activated sludge using sequential batch reactors (SBRs). The concentration of the following pharmaceuticals: ibuprofen, paracetamol, flurbiprofen, naproxen, diclofenac, and its metabolites 5OH-diclofenac and 4OH-diclofenac was tested in influents and effluents. Simultaneously, the conventional...
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High-Speed Serial Embedded Deterministic Test for System-on-Chip Designs
PublicationThe paper presents a high-speed serial interface between external tester and Embedded Deterministic Test (EDT) compression logic hosted by SoC designs. With only a single bidirectional link, the system is capable of feeding distributed heterogeneous cores with hundreds of test channels. Moreover, it synergistically supports EDT bandwidth management to improve the overall test performance. A detailed study indicates a high potential...
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Leiomyosarcoma, NOS - Male, 69 - Tissue image [6280729578139911]
Open Research DataThis is the histopathological image of CONNECTIVE, SUBCUTANEOUS AND OTHER SOFT TISSUES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: Pannoramic 250 3DHistech slide scanner (20x magnification) and saved to DICOM format.
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Towards an efficient multi-stage Riemann solver for nuclear physics simulations
PublicationRelativistic numerical hydrodynamics is an important tool in high energy nuclear science. However, such simulations are extremely demanding in terms of computing power. This paper focuses on improving the speed of solving the Riemann problem with the MUSTA-FORCE algorithm by employing the CUDA parallel programming model. We also propose a new approach to 3D finite difference algorithms, which employ a GPU that uses surface memory....
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Optimizing the computation of a parallel 3D finite difference algorithm for graphics processing units
PublicationThis paper explores the possibilities of using a graphics processing unit for complex 3D finite difference computation via MUSTA‐FORCE and WENO algorithms. We propose a novel algorithm based on the new properties of CUDA surface memory optimized for 2D spatial locality and compare it with 3D stencil computations carried out via shared memory, which is currently considered to be the best approach. A case study was performed for...
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Using GPUs for Parallel Stencil Computations in Relativistic Hydrodynamic Simulation
PublicationThis paper explores the possibilities of using a GPU for complex 3D finite difference computation. We propose a new approach to this topic using surface memory and compare it with 3D stencil computations carried out via shared memory, which is currently considered to be the best approach. The case study was performed for the extensive computation of collisions between heavy nuclei in terms of relativistic hydrodynamics.
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Sugar matters: sugar moieties as reactivity-tuning factors in quercetin O-glycosides
PublicationQuercetin, one of the most abundant flavonoids in plant-based foods, commonly occurs in nature in various glycosylated forms. There is still a less explored aspect regarding the cause of its glycosides diversity, depending on the sugars moiety attached. This work focuses on four widespread quercetin glycosides—hyperoside, isoquercitrin, quercitrin and rutin—by testing property-tuning capacity of different sugar moieties and thus...
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Altered Cardiovascular Variability in Obstructive Sleep Apnea
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Divide and not forget: Ensemble of selectively trained experts in Continual Learning
PublicationClass-incremental learning is becoming more popular as it helps models widen their applicability while not forgetting what they already know. A trend in this area is to use a mixture-of-expert technique, where different models work together to solve the task. However, the experts are usually trained all at once using whole task data, which makes them all prone to forgetting and increasing computational burden. To address this limitation,...
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Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning
PublicationIn this work, we investigate exemplar-free class incremental learning (CIL) with knowledge distillation (KD) as a regularization strategy, aiming to prevent forgetting. KDbased methods are successfully used in CIL, but they often struggle to regularize the model without access to exemplars of the training data from previous tasks. Our analysis reveals that this issue originates from substantial representation shifts in the teacher...
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Głębokie przetwarzanie tekstu i sygnału mowy 2022
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Programowanie, lato 2021/2022
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Pakiety Matematyczne WFTiMS 2021/22
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Programowanie, lato 2022/2023
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Analiza Matematyczna 1 MAT 1001/1
e-Learning CoursesAnaliza Matematyczna 1 semestr 1 kod MAT 1001/1
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Zanieczyszczenie metalami ciężkimi osadów dennych małych miejskich zbiorników wodnych.
PublicationW pracy przedstawiono badania zawartości sześciu metali ciężkich (cynku, miedzi, ołowiu, niklu, chromu i kadmu) w osadach dennych zbiorników miejskich zlokalizowanych w Gdańsku. Wyniki wskazują na znaczne różnice w zawartości metali w osadach różnych zbiorników zależnie od ich lokalizacji. Zawartość cynku wahała się w zakresie 31,9÷254,4 mg/kg s.m., miedzi 5,20÷338,5 mg/kg s.m., ołowiu 10,3÷103,7 mg/kg s.m., niklu 5,9÷17,5 mg/kg...
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Radiosensitization of DNA in presence of Pt(II)-based compounds
PublicationX-ray irradiation of plasmid DNA in presence of platinum (II)-based compounds was carried out in order to assess the radiosensitization capabilities of these drugs. In present investigations pBR322 plasmid DNA was used to monitor the effectiveness of chosen compounds in inducing strand breaks. Samples were incubated in the presence of potential radiosensitisers: platinum (II) bromide and cis-diamminedibromoplatinum (II). The results...
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Mariusz Cygan
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Building a heterogeneous network of digital libraries on the Semantic Web
PublicationBiblioteki dążą do skupiania się w grupy, które poza lokalnym wyszukiwaniem pozwalają na wyszukiwanie zasobów w pozostałych bibliotekach cyfrowych. Jednakże różne typy użytkowników zapoczątkowały różne rodzaje bibliotek. W niniejszym artykule przedstawiamy jak obecnie odbywa się komunikacja między bibliotekami cyfrowymi. Prezentujemy również w jaki sposób technologie Semantic Web mogą pomóc w rozwiązaniu problemów heterogenicznych...
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Mo93m isomer depletion via nuclear excitation by electron capture in resonant transfer into highly excited open-shell atomic states
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Towards Cancer Patients Classification Using Liquid Biopsy
PublicationLiquid biopsy is a useful, minimally invasive diagnostic and monitoring tool for cancer disease. Yet, developing accurate methods, given the potentially large number of input features, and usually small datasets size remains very challenging. Recently, a novel feature parameterization based on the RNA-sequenced platelet data which uses the biological knowledge from the Kyoto Encyclopedia of Genes and Genomes, combined with a classifier...
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Pakiety Matematyczne WFTiMS 2023/24
e-Learning CoursesWstęp do obsługi środowisk programistycznych służących do przeprowadzania obliczeń naukowych.
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Argument strategies and patterns of the Trust-IT framework
PublicationArtykuł dotyczy metodologicznego i narzędziowego środowiska Trust-IT wspierającego budowę dowodów zaufania (ang. trust case), a w szczególności strategii tworzenia dowodu zaufania. Strategia uzależniona jest od właściwości systemu (lub innego rozważanego obiektu), która podlega analizie w ramach dowodu zaufania. W artykule zaprezentowano dwie strategie: oparta na ryzyku i oparta na standardach oraz omówiono kilka często stosowanych...
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Representing and appraising Toulmin model arguments in trust cases
PublicationThe paper presents a Toulmin-based argument model used in trust cases, which allows to argue various properties of IT systems. Argument patterns encountered in trust cases are discussed together with some real-life examples. A method of argument appraisal is introduced together with the corresponding aggregation mechanism. Practical applications of trust cases in industrial and research projects are outlined.
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Relativistic hydrodynamics on graphics processing units
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Characterization and Filtration Efficiency of Sustainable PLA Fibers Obtained via a Hybrid 3D-Printed/Electrospinning Technique
PublicationThe enormous world demand for personal protective equipment to face the current SARS-CoV-2 epidemic has revealed two main weaknesses. On one hand, centralized production led to an initial shortage of respirators; on the other hand, the world demand for single-use equipment has had a direct and inevitable effect on the environment. Polylactide (PLA) is a biodegradable, biocompatible, and renewable thermoplastic polyester, mainly...
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System automatycznego dowiązania geograficznego i korekcji geometrycznej danych AVHRR
PublicationStandardowe procedury pozwalające na dowiązanie geograficzne zdjęć z satelitów meteorologicznych z serii Tiros N/NOAA, przy użyciu modelu predykcji orbity satelitarnej, obarczone są błędami. Związane są one z niedokładnym wyznaczeniem pozycji satelity, a także z nieznajomością dokładnej jego orientacji względem Ziemi. Z tych powodów błędy dowiązania geograficznego wynoszą zwykle kilka kilometrów, a w...
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Beam-based scenario for Am242m isomer depletion via nuclear excitation by electron capture
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Studies of Optimal Conditions for Depletion of the $^{110m}$Ag Isomer Via Nuclear Excitation by Electron Capture in a Beam-based Scenario
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Novel Approach to Mo93m Isomer Depletion: Nuclear Excitation by Electron Capture in Resonant Transfer Process
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Deep Learning-Based, Multiclass Approach to Cancer Classification on Liquid Biopsy Data
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Optical properties of Eu(III) and Tb(III) complexes with pyridine- and quinoline- based ligands under high hydrostatic pressure
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Designing Atomic Resonance Conditions for $^{93m}$Mo Isomer Depletion Via Nuclear Excitation by Electron Capture in a Beam-based Scenario for Selected Targets
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Resonance conditions for Mo93m isomer depletion via nuclear excitation by electron capture in a beam-based scenario
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$^{93m}$Mo Isomer Depletion via Nuclear Excitation by Electron Capture: Energy Released for Different Atomic Subshells as Benchmarks for a Beam-based Scenario Approach
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Cross-Lingual Knowledge Distillation via Flow-Based Voice Conversion for Robust Polyglot Text-to-Speech
PublicationIn this work, we introduce a framework for cross-lingual speech synthesis, which involves an upstream Voice Conversion (VC) model and a downstream Text-To-Speech (TTS) model. The proposed framework consists of 4 stages. In the first two stages, we use a VC model to convert utterances in the target locale to the voice of the target speaker. In the third stage, the converted data is combined with the linguistic features and durations...
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Properties of an innovative multi-functional finish for the improvement of indoor air quality
PublicationDue to lifestyle changes, people spend most of their time indoors at present; thus, Indoor Air Quality (IAQ) is a matter of utmost importance. Multi-functional and innovative finishes can help to passively improve the IAQ, benefitting the health and comfort of occupants. For this study, reference and pre-mixed commercial mortars are compared to a new multi-functional hydraulic lime mortar for indoor finishes, in which conventional...
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Przetwarzanie multimediów w systemach decyzyjnych 2022
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Etyka w uczeniu maszynowym - 2023
e-Learning CoursesCelem przedmiotu jest zapoznanie studentów z wybranymi zasadami etycznymi, takimi jak zaadresowanie problemów związanych z odpowiedzialnym podejściem do uczenia i do zastosowań wytrenowanych systemów decyzyjnych. Ponadto celem przedmiotu jest zwrócenie uwagi studentów na takie zagadnienia, jak: ogólne zasady etyczne w projektach informatycznych, zasady legalnej rejestracji i wykorzystywaniadanych wrażliwych, prywatności, kwestie...
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Analiza matematyczna III
e-Learning CoursesAnaliza matematyczna III, kierunek Matematyka (WFTiMS), I stopnia - licencjackie
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Algebra liniowa 1 (2022/23)
e-Learning CoursesAlgebra liniowa 1 kier. Matematyka, semestr 1 kod MAT 1002/1 rok 22/23
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Głębokie przetwarzanie tekstu i sygnału mowy 2023
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Analiza matematyczna III - 2023/2024
e-Learning CoursesAnaliza matematyczna III, kierunek Matematyka (WFTiMS), I stopnia - licencjackie
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Programowanie, lato 2023/2024
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Balancing agility and discipline in a research project
PublicationSuccessful software development requires both agility and discipline. Optimal selection of methods, however, is not an easy task. The problem becomes even more difficult for long lasting projects. Appropriate selection of methods involving skillful introduction and abandonment of certain practices in time makes the whole process dynamic. The paper presents in this context a research project which was realized in a few iterations....
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Zaawansowane rozwiązania projektowe aplikacji typu Rich Internet Application
PublicationRich Internet Application (RIA) jest modelem aplikacji internetowych zyskującym w ostatnim czasie coraz większą popularność. Jednym ze sposobów jego realizacji jest paradygmat AJAX. Stosowane w nowatorski sposób, istniejące od wielu lat technologie pozwalają osiągnąć niespotykane dotąd możliwości. Wieloletnie doświadczenia programistów powodują jednak, że w aplikacjach tego typu stosuje się często rozwiązania projektowe przeznaczone...
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Herbarium of Division of Marine Biology and Ecology University of Gdańsk (DMBE)
Open Research DataHerbarium of Division of Marine Biology and Ecology University of Gdańsk (DMBE) is a research herbarium encompassing specimens of vascular plants and algae hosted by the Laboratory of Marine Plant Ecology at University of Gdańsk, Poland. The aim of Herbarium is to preserve marine plant and algae collections mostly from the Gulf of Gdańsk, but the herbarium...
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Membrane cleaning and pretreatments in membrane distillation – a review
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Improving platelet‐RNA‐based diagnostics: a comparative analysis of machine learning models for cancer detection and multiclass classification
PublicationLiquid biopsy demonstrates excellent potential in patient management by providing a minimally invasive and cost-effective approach to detecting and monitoring cancer, even at its early stages. Due to the complexity of liquid biopsy data, machine-learning techniques are increasingly gaining attention in sample analysis, especially for multidimensional data such as RNA expression profiles. Yet, there is no agreement in the community...