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R0:c4c3ffc882452ee50fea21d2c6b1486a-CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization

CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization

CNN Explainer tightly integrates a model overview that summarizes a CNN’s structure, and on-demand, dynamic visual explanation views that help users understand the underlying components of CNNs. Through smooth transitions across levels of abstraction, our tool enables users to inspect the interplay between low-level mathematical operations and high-level model structures.

CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization Leer más »

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R0:884a5f6297216a3c5e883ae639b13721-Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP

Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP

In this survey, we connect several lines of work from the pre-neural and neural era, by showing how hybrid approaches of words and characters as well as subword-based approaches based on learned segmentation have been proposed and evaluated. We conclude that there is and likely will never be a silver bullet singular solution for all applications and that thinking seriously about tokenization remains important for many applications

Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP Leer más »

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R0:b67b54ef535ceeaf4b3bf38c0cdf8c0b-Framework based on parameterized images on ResNet to identify intrusions in smartwatches or other related devices

Framework based on parameterized images on ResNet to identify intrusions in smartwatches or other related devices

The continuous appearance and improvement of mobile devices in the form of smartwatches, smartphones and other similar devices has led to a growing and unfair interest in putting their users under the magnifying glass and control of applications.

Framework based on parameterized images on ResNet to identify intrusions in smartwatches or other related devices Leer más »

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R0:2860421906bee85cbfa5eadd287f7a8c-Data as the main focus of “State of the art of data science in Spanish language and its application in the field of Artificial Intelligence”

Data as the main focus of “State of the art of data science in Spanish language and its application in the field of Artificial Intelligence”

According to the results, there is an evidence of cultural bias for data science in Spanish language. The outcome of the consultation, which carried out on 12 April 2021, confirms that only 10 out of 23.771 datasets “speaks” Spanish.»

Data as the main focus of “State of the art of data science in Spanish language and its application in the field of Artificial Intelligence” Leer más »

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R0:a4d69dca3fc7b4bb1e9ce3992edead0d-'Framework' basado en imágenes parametrizadas sobre ResNet para identificar intrusiones en 'smartwatches' u otros dispositivos afines

‘Framework’ basado en imágenes parametrizadas sobre ResNet para identificar intrusiones en ‘smartwatches’ u otros dispositivos afines

La continua aparición y mejora de dispositivos móviles en forma de ‘smartwatches’, ‘smartphones’ y otros dispositivos similares ha propicio un creciente y desleal interés en poner bajo la lupa y el control de los aplicativos a sus usuarios. De forma ofuscada por los fabricantes.

‘Framework’ basado en imágenes parametrizadas sobre ResNet para identificar intrusiones en ‘smartwatches’ u otros dispositivos afines Leer más »

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R0:379550808a93f299a00d8391ccd2e65c-Los datos como eje principal en el

Los datos como eje principal en el «Estado del arte de la ciencia de datos en el idioma español y su aplicación en el campo de la Inteligencia Artificial»

Los resultados de este estudio son una evidencia del sesgo cultural que existe entre la lengua inglesa y la española en la ciencia de datos. De los 23.771 conjuntos de datos que se encontraron con fecha de consulta 12/04/2021, tan solo 10 se encontraban en castellano

Los datos como eje principal en el «Estado del arte de la ciencia de datos en el idioma español y su aplicación en el campo de la Inteligencia Artificial» Leer más »

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