Zobrazeno 1 - 10
of 220
pro vyhledávání: '"Azzopardi, George"'
We introduce a novel computational unit, termed PushPull-Conv, in the first layer of a ResNet architecture, inspired by the anti-phase inhibition phenomenon observed in the primary visual cortex. This unit redefines the traditional convolutional laye
Externí odkaz:
http://arxiv.org/abs/2408.04077
Autor:
Ndungu, Steven, Grobler, Trienko, Karastoyanova, Stefan J. Wijnholds Dimka, Azzopardi, George
Radio galaxies exhibit a rich diversity of characteristics and emit radio emissions through a variety of radiation mechanisms, making their classification into distinct types based on morphology a complex challenge. To address this challenge effectiv
Externí odkaz:
http://arxiv.org/abs/2311.11286
Autor:
Ndung'u, Steven, Grobler, Trienko, Wijnholds, Stefan J., Karastoyanova, Dimka, Azzopardi, George
The shear number of sources that will be detected by next-generation radio surveys will be astronomical, which will result in serendipitous discoveries. Data-dependent deep hashing algorithms have been shown to be efficient at image retrieval tasks i
Externí odkaz:
http://arxiv.org/abs/2309.00932
Autor:
Ndung'u, Steven, Grobler, Trienko, Wijnholds, Stefan J., Karastoyanova, Dimka, Azzopardi, George
Modern radio telescopes will daily generate data sets on the scale of exabytes for systems like the Square Kilometre Array (SKA). Massive data sets are a source of unknown and rare astrophysical phenomena that lead to discoveries. Nonetheless, this i
Externí odkaz:
http://arxiv.org/abs/2305.03435
Automated and semi-automated techniques in biomedical electron microscopy (EM) enable the acquisition of large datasets at a high rate. Segmentation methods are therefore essential to analyze and interpret these large volumes of data, which can no lo
Externí odkaz:
http://arxiv.org/abs/2206.07171
Mobile app stores are the key distributors of mobile applications. They regularly apply vetting processes to the deployed apps. Yet, some of these vetting processes might be inadequate or applied late. The late removal of applications might have unpl
Externí odkaz:
http://arxiv.org/abs/2206.03905