Zobrazeno 1 - 10
of 18 308
pro vyhledávání: '"Houben, A."'
Publikováno v:
Neural-Symbolic Learning and Reasoning. NeSy 2024. Lecture Notes in Computer Science, vol 14979, pages 141-166
Humans excel at building generalizations of new concepts from just one single example. Contrary to this, current computer vision models typically require large amount of training samples to achieve a comparable accuracy. In this work we present a Bay
Externí odkaz:
http://arxiv.org/abs/2409.08351
Autor:
Schoonbeek, Tim J., Balachandran, Goutham, Onvlee, Hans, Houben, Tim, Hung, Shao-Hsuan, Kustra, Jacek, de With, Peter H. N., van der Sommen, Fons
Assembly state recognition facilitates the execution of assembly procedures, offering feedback to enhance efficiency and minimize errors. However, recognizing assembly states poses challenges in scalability, since parts are frequently updated, and th
Externí odkaz:
http://arxiv.org/abs/2408.11700
Autor:
Song, Man Suk, Houben, Lothar, Zhao, Yufei, Bae, Hyeonhu, Rothem, Nadav, Gupta, Ambikesh, Yan, Binghai, Kalisky, Beena, Zaluska-Kotur, Magdalena, Kacman, Perla, Shtrikman, Hadas, Beidenkopf, Haim
Nanomaterials bring to expression unique electronic properties that promote advanced functionality and technologies. Albeit, nanoscale growth presents paramount challenges for synthesis limiting the diversity in structures and compositions. Here, we
Externí odkaz:
http://arxiv.org/abs/2406.18956
The practical use of Bayesian Optimization (BO) in engineering applications imposes special requirements: high sampling efficiency on the one hand and finding a robust solution on the other hand. We address the case of adversarial robustness, where a
Externí odkaz:
http://arxiv.org/abs/2405.19059
Autor:
Honório, Hermínio T., Houben, Maartje, Bisdom, Kevin, van der Linden, Arjan, de Borst, Karin, Sluys, Lambertus J., Hajibeygi, Hadi
Renewable hydrogen storage in salt caverns requires fast injection and production rates to cope with the imbalance between energy production and consumption. Such operational conditions raise concerns about the mechanical stability of salt caverns. C
Externí odkaz:
http://arxiv.org/abs/2403.19426
In computer vision, a larger effective receptive field (ERF) is associated with better performance. While attention natively supports global context, its quadratic complexity limits its applicability to tasks that benefit from high-resolution input.
Externí odkaz:
http://arxiv.org/abs/2402.19305
Autor:
Po, Ho Fai, Houben, Akke Mats, Haeb, Anna-Christina, Jenkins, David Rhys, Hill, Eric J., Parri, H. Rheinallt, Soriano, Jordi, Saad, David
Understanding the relation between cortical neuronal network structure and neuronal activity is a fundamental unresolved question in neuroscience, with implications to our understanding of the mechanism by which neuronal networks evolve over time, sp
Externí odkaz:
http://arxiv.org/abs/2402.18788
Publikováno v:
Chaos: An Interdisciplinary Journal of Nonlinear Science 34(5), 053139 (2024)
The properties of complex networked systems arise from the interplay between the dynamics of their elements and the underlying topology. Thus, to understand their behaviour, it is crucial to convene as much information as possible about their topolog
Externí odkaz:
http://arxiv.org/abs/2401.17478
Although action recognition for procedural tasks has received notable attention, it has a fundamental flaw in that no measure of success for actions is provided. This limits the applicability of such systems especially within the industrial domain, s
Externí odkaz:
http://arxiv.org/abs/2310.17323
Publikováno v:
BMC Genomics, Vol 25, Iss 1, Pp 1-13 (2024)
Abstract Background The Nakaseomyces clade is formed by at least nine described species among which three can be pathogenic to humans, namely Nakaseomyces glabratus (Candida glabrata), the second most-common cause of candidiasis worldwide, and two ra
Externí odkaz:
https://doaj.org/article/bdde5f3a57f24d7995fdf17c06921da4
