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pro vyhledávání: '"Jay, C."'
Deep neural models have achieved state of the art performance on a wide range of problems in computer science, especially in computer vision. However, deep neural networks often require large datasets of labeled samples to generalize effectively, and
Externí odkaz:
http://arxiv.org/abs/2408.07221
Autor:
Liu, Chen, Xu, Ke, Shen, Liangbo L., Huguet, Guillaume, Wang, Zilong, Tong, Alexander, Bzdok, Danilo, Stewart, Jay, Wang, Jay C., Del Priore, Lucian V., Krishnaswamy, Smita
Advances in medical imaging technologies have enabled the collection of longitudinal images, which involve repeated scanning of the same patients over time, to monitor disease progression. However, predictive modeling of such data remains challenging
Externí odkaz:
http://arxiv.org/abs/2406.14794
In many practical computer vision scenarios unlabeled data is plentiful, but labels are scarce and difficult to obtain. As a result, semi-supervised learning which leverages unlabeled data to boost the performance of supervised classifiers have recei
Externí odkaz:
http://arxiv.org/abs/2311.18083
Autor:
Spendlove, Jay C., Fong, Bryan H., Martin, John H., O'Masta, Mark R., Pan, Andrew, Schaedler, Tobias A., Isaacs, Eric B.
The vastness of the space of possible multicomponent metal alloys is hoped to provide improved structural materials but also challenges traditional, low-throughput materials design efforts. Computational screening could narrow this search space if mo
Externí odkaz:
http://arxiv.org/abs/2309.12222
As we rapidly advance through the information age, the power consumed by computers, data centers, and networks grows exponentially. This has inspired a race to develop alternative low-power computational technologies. A new adiabatic configuration of
Externí odkaz:
http://arxiv.org/abs/2305.14184
Autor:
Sam C. Went, David M. Picton, Richard D. Morgan, Andrew Nelson, Aisling Brady, Giuseppina Mariano, David T. F. Dryden, Darren L. Smith, Nicolas Wenner, Jay C. D. Hinton, Tim R. Blower
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-18 (2024)
Abstract Bacteria have evolved a broad range of systems that provide defence against their viral predators, bacteriophages. Bacteriophage Exclusion (BREX) systems recognise and methylate 6 bp non-palindromic motifs within the host genome, and prevent
Externí odkaz:
https://doaj.org/article/f9d96556945641aca3006a94eb0b5cec
Autor:
Kateleen E Hedley, Henry M Gomez, Eda Kecelioglu, Olivia R Carroll, Phillip Jobling, Jay C Horvat, Melissa A Tadros
Publikováno v:
Journal of Neuroinflammation, Vol 21, Iss 1, Pp 1-15 (2024)
Abstract Respiratory infections are one of the most common causes of illness and morbidity in neonates worldwide. In the acute phase infections are known to cause wide-spread peripheral inflammation. However, the inflammatory consequences to the crit
Externí odkaz:
https://doaj.org/article/a49dc647e187472681dad0a0129e536a