Výsledky vyhledávání - "Paul Harnack"

Learning lexical features of programming languages from imagery using convolutional neural networks

Autor: Paul Harnack, Jordan Ott, Abigail Atchison, Natalie Best, Cristiano Firmani, Haley Anderson, Erik Linstead

Publikováno v: ICPC

We demonstrate the ability of deep architectures, specifically convolutional neural networks, to learn and differentiate the lexical features of different programming languages presented in coding video tutorials found on the Internet. We analyze ove

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::ae337d74bd95055b68a431ecdc1af4b6
https://doi.org/10.1145/3196321.3196359

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A deep learning approach to identifying source code in images and video

Autor: Paul Harnack, Erik Linstead, Jordan Ott, Adrienne Bergh, Abigail Atchison

Publikováno v: MSR

While substantial progress has been made in mining code on an Internet scale, efforts to date have been overwhelmingly focused on data sets where source code is represented natively as text. Large volumes of source code available online and embedded

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::b3e1204574f7bda7cff56f6b4eacf702
https://doi.org/10.1145/3196398.3196402

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