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By teaching a neural network what certain types of images are like, Magic Pony's systems can restore lost information to blurry pictures, or create new visuals from scratch.
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Companies like Microsoft, Google, and Facebook have spent years teaching computers to label the contents of images, but this new research takes it a step further by teaching a neural-network-based system to infer a story from several images.
DeepMind approached the problem by seeing whether the company could teach a neural network to play Go.
Today, Yagmur Gucluturk, Umut Guclu, and pals at Radboud University in the Netherlands have taught a neural network to turn hand-drawn sketches of faces into photorealistic portraits.
- The future, man: "A high school student in rural West Virginia has used Kanye West's lyrics to teach a neural network how to rap".
Levine's team wants to help intelligent agents learn faster and require less training by teaching deep neural networks to learn more like humans.
"They want to teach Syria a lesson by teaching Dara'a a lesson".
When teaching a child, start by teaching his or her the letters of their own name.
In the last five years I have developed, implemented and started teaching a new technology that I now refer to as Neural Restructuring or NRS.
When you try to model that capability in a machine, by teaching it how to search for visual features (like edges or curves at a lower level of a neural network or eyes and ears at a higher level, in the example of face recognition), you typically do so locally, as all relevant pixels are close to each other.
Deep learning involves teaching a machine to perform a complex task using large amounts of data along with a large simulated neural network.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.
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CEO of Professional Science Editing for Scientists @ prosciediting.com