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CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms

#Programmer, Artificial Intelligence, arXiv, by-nc, Ciencia de Datos | 🇬🇧 Data Science, Creative Commons, D. Learning, English (Articles), English (Paper), Inside The wall, InsidetheRss, Machine Learning (Article), Machine Learning (Paper), news, Numbered, Open Access, Programación y frameworks en IA | 🇬🇧 Programming and frameworks in AI, Research

CARLA (Counterfactual And Recourse LibrAry), a python library for benchmarking counterfactual explanation methods across both different data sets and different machine learning models. In summary, our work provides the following contributions: (i) an extensive benchmark of 11 popular counterfactual explanation methods, (ii) a benchmarking framework for research on future counterfactual explanation methods, and (iii) a […]

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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”

#Datascience, Artificial Intelligence, by, Ciencia de Datos | 🇬🇧 Data Science, Data Mining (Article), Datascience (Paper), Educación | 🇬🇧 Education, English (Articles), English (Paper), Inside The wall, InsidetheRss, Investigación | 🇬🇧 Research, news, Numbered, Open Access, Openscience.online, Outside The wall, RECOMMENDATIONS, Research, Spanish

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.”

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labml.ai Deep Learning Paper Implementations

#Programmer, Artificial Intelligence, D. Learning, Deep Learning (Article), Deep Learning (Tutorial), Educación | 🇬🇧 Education, English (Articles), English (Tutorial), Formación | 🇬🇧 Training, Inside The wall, InsidetheRss, Investigación | 🇬🇧 Research, MIT, news, Normal, Not numbered, Open Access, Research, Tutorials

This is a collection of simple PyTorch implementations of neural networks and related algorithms. These implementations are documented with explanations, and the website renders these as side-by-side formatted notes. We believe these would help you understand these algorithms better.

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YOLOP: You Only Look Once for Panoptic Driving Perception

#AutonomousVehicles, Artificial Intelligence, arXiv, Autonomous Vehicles (Paper), by, Content, Creative Commons, D. Learning, English (Articles), English (Paper), Importan to, Inside The wall, InsidetheRss, Investigación | 🇬🇧 Research, Machine Learning (Article), Numbered, Open Access, Papers, RECOMMENDATIONS, Research, TheAutomotive, Vehículos autónomos | 🇬🇧 Autonomous vehicles

A panoptic driving perception system is an essential part of autonomous driving. A high-precision and real-time perception system can assist the vehicle in making the reasonable decision while driving. We present a panoptic driving perception network (YOLOP) to perform traffic object detection, drivable area segmentation and lane detection simultaneously. It is composed of one encoder

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

Artificial Intelligence, by-nc-nd, Ciberseguridad | 🇬🇧 Cybersecurity, cybersecurity, Cybersecurity (Articles), Cybersecurity (Paper), Educación | 🇬🇧 Education, English (Articles), English (Paper), Importan to, Inside The wall, InsidetheRss, Investigación | 🇬🇧 Research, news, Numbered, Open Access, Openscience.online, Papers, Research, Spanish, TheSociety

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.

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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”

#Datascience, Artificial Intelligence, by, Creative Commons, Datascience (Paper), Español (Paper), Importan to, Inside The wall, InsidetheRss, ItvIA, news, Numbered, Open Access, Papers, Research, Spanish, TheSociety

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” Read More »

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

Artificial Intelligence, Best, by-nc-nd, Ciberseguridad | 🇬🇧 Cybersecurity, Content, Copyright, Creative Commons, cybersecurity, Cybersecurity (Paper), D. Learning, Educación | 🇬🇧 Education, Español (articles), Español (Paper), Formación | 🇬🇧 Training, Inside The wall, InsidetheRss, Investigación | 🇬🇧 Research, ItvIA, news, Numbered, Open Access, Papers, RECOMMENDATIONS, Research, Spanish

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 Read More »