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Tag: convolutional neural networks

Three Tricks to Amplify Small Data for Deep Learning

Mar 10, 2020 |

It’s no secret that deep learning lets data science practitioners reach new levels of accuracy with predictive models. However, one of the drawbacks of deep learning is it typically requires huge data sets (not to mention big clusters). Read more…

Facing Up to Image Fakery

Jun 21, 2019 |

The folks who transformed digital imagery nearly three decades ago with the introduction of Adobe Photoshop are now using deep neural networks to help detect doctored faces and other faked imagery. Read more…

Will Neural Nets Replace Science Writers?

Apr 18, 2019 |

“Researchers have developed a new representation process on the rotational unit of RUM, a recurrent memory that can be used to solve a broad spectrum of the neural revolution in natural language processing.”

The sentence above was written by a natural language processing technique known as a rotational unit of memory, or RUM. Read more…

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