Zobrazeno 1 - 10
of 1 441
pro vyhledávání: '"P van Keulen"'
Autor:
Wu, Boqian, Xiao, Qiao, Wang, Shunxin, Strisciuglio, Nicola, Pechenizkiy, Mykola, van Keulen, Maurice, Mocanu, Decebal Constantin, Mocanu, Elena
It is generally perceived that Dynamic Sparse Training opens the door to a new era of scalability and efficiency for artificial neural networks at, perhaps, some costs in accuracy performance for the classification task. At the same time, Dense Train
Externí odkaz:
http://arxiv.org/abs/2410.03030
Autor:
Junior, Sylvio Barbon, Ceravolo, Paolo, Groppe, Sven, Jarrar, Mustafa, Maghool, Samira, Sèdes, Florence, Sahri, Soror, Van Keulen, Maurice
A Language Model is a term that encompasses various types of models designed to understand and generate human communication. Large Language Models (LLMs) have gained significant attention due to their ability to process text with human-like fluency a
Externí odkaz:
http://arxiv.org/abs/2406.06596
In additive manufacturing, the fabrication sequence has a large influence on the quality of manufactured components. While planning of the fabrication sequence is typically performed after the component has been designed, recent developments have dem
Externí odkaz:
http://arxiv.org/abs/2404.13059
Autor:
Pathak, Shreyasi, Schlötterer, Jörg, Veltman, Jeroen, Geerdink, Jeroen, van Keulen, Maurice, Seifert, Christin
Deep learning models have achieved high performance in medical applications, however, their adoption in clinical practice is hindered due to their black-box nature. Self-explainable models, like prototype-based models, can be especially beneficial as
Externí odkaz:
http://arxiv.org/abs/2403.20260
Autor:
Wu, Boqian, Xiao, Qiao, Liu, Shiwei, Yin, Lu, Pechenizkiy, Mykola, Mocanu, Decebal Constantin, Van Keulen, Maurice, Mocanu, Elena
Deep neural networks have evolved as the leading approach in 3D medical image segmentation due to their outstanding performance. However, the ever-increasing model size and computation cost of deep neural networks have become the primary barrier to d
Externí odkaz:
http://arxiv.org/abs/2312.04727
Autor:
Pathak, Shreyasi, Schlötterer, Jörg, Geerdink, Jeroen, Veltman, Jeroen, van Keulen, Maurice, Strisciuglio, Nicola, Seifert, Christin
Breast cancer prediction models for mammography assume that annotations are available for individual images or regions of interest (ROIs), and that there is a fixed number of images per patient. These assumptions do not hold in real hospital settings
Externí odkaz:
http://arxiv.org/abs/2310.12677
Autor:
Nauta, Meike, Hegeman, Johannes H., Geerdink, Jeroen, Schlötterer, Jörg, van Keulen, Maurice, Seifert, Christin
Part-prototype models are explainable-by-design image classifiers, and a promising alternative to black box AI. This paper explores the applicability and potential of interpretable machine learning, in particular PIP-Net, for automated diagnosis supp
Externí odkaz:
http://arxiv.org/abs/2307.10404
Publikováno v:
Journal of Dairy Science, Vol 107, Iss 9, Pp 6866-6877 (2024)
ABSTRACT: Increasing nutrient supply to dairy calves has well known benefits; however, the effects of milk replacer (MR) composition when supplied in higher amounts are not fully understood, particularly in the first weeks of life. To better understa
Externí odkaz:
https://doaj.org/article/e91a069d9edc4b42b06ea471dd01b09a
Autor:
Katharina Preuhs, Daphne Bussink-Voorend, Hilde M van Keulen, Ilona Wildeman, Jeannine Hautvast, Marlies Hulscher, Pepijn van Empelen
Publikováno v:
JMIR Formative Research, Vol 8, p e56390 (2024)
BackgroundSince December 2019, COVID-19 led to a pandemic causing many hospitalizations and deaths. Vaccinations were developed and introduced to control viral transmission. In the Dutch context, the decision to accept vaccination is not mandatory. A
Externí odkaz:
https://doaj.org/article/1a4e900df7e64ca39b0f6dfbf2806770
Publikováno v:
Computer Methods in Applied Mechanics and Engineering, 2023
Additive manufacturing of metal parts involves phase transformations and high temperature gradients which lead to uneven thermal expansion and contraction, and, consequently, distortion of the fabricated components. The distortion has a great influen
Externí odkaz:
http://arxiv.org/abs/2212.13307