branch of machine learning
All stories in deep learning
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Why training neural networks comes with a hefty price tag
In recent years, deep learning has proven to be an effective solution to many of the hard problems of artificial intelligence. ...
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Here’s what happened when neural networks took on the Game of Life
So you’re interested in AI? Then join our online event, TNW2020, where you’ll hear how artificial intelligence is transforming ...
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How programmers are using AI to make deepfakes — and even detect them
So you’re interested in AI? Then join our online event, TNW2020, where you’ll hear how artificial intelligence is transforming ...
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An introduction to one-shot learning
Passport checks at airports and border gates present a special challenge: How do you tell if the person standing in front ...
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Why Elon Musk is wrong about Level 5 self-driving cars
“I’m extremely confident that level 5 [self-driving cars] or essentially complete autonomy will happen, and I think ...
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How to trick deep learning algorithms into doing new things
Two things often mentioned with deep learning are “data” and “compute resources.” You need a lot of both when developing, ...
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What is adversarial machine learning?
To human observers, the following two images are identical. But researchers at Google showed in 2015 that a popular object ...
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AI researchers say we've squeezed nearly as much out of modern computers as we can
Deep learning's reached the end of its rope. At least according to a group of researchers from MIT, Underwood International ...
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Everything you need to know about transfer learning in AI
Today, artificial intelligence programs can recognize faces and objects in photos and videos, transcribe audio in real-time, ...
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Here's what’s stopping AI from reaching human-like understanding
The short excerpt below from the 1938 film La Femme du Boulanger (The Baker’s Wife) ingeniously depicts how the human ...
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What is the AI brain drain?
Twenty years ago, the people interested in artificial intelligence research were mostly confined in universities and non-profit ...
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How deep learning can improve how we conduct scientific research
Whether we take it for granted or not, deep learning algorithms have become an inseparable part of our daily lives. Personalized ...
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Hybrid AI systems are quietly solving the problems of deep learning
Deep learning, the main innovation that has renewed interest in artificial intelligence in the past years, has helped solve ...
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Deep learning advances are boosting computer vision — but there's still clear limits
This article is part of Demystifying AI, a series of posts that (try to) disambiguate the jargon and myths surrounding AI. Since ...
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Why the smartest AI is still dumber than a toddler -- and how we can fix that
Artificial intelligence is, undeniably, one of the most important inventions in the history of humankind. It belongs on a ...
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2010 – 2019: The rise of deep learning
No other technology was more important over the past decade than artificial intelligence. Stanford's Andrew Ng called it ...
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A beginner's guide to AI: Supervised and unsupervised learning
Welcome to TNW Basics, a collection of tips, guides, and advice on how to easily get the most out of your gadgets, apps, ...
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Stanford's new AI can help doctors spot brain aneurysms
Stanford researchers have developed a new AI tool that makes use of deep learning model called HeadXNet todetect brain aneurysms. ...
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Deep learning can help us eradicate suicide – but only if we let it
Humanity's mental health crisis has reached pandemic proportions. Bluntly put: we don't seem capable of solving the problem ...
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The challenges of moderating online content with deep learning
Earlier in December, the internet was abuzz with news of Tumblr’s declaration that it would ban adult content on its platform ...
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The security threats of neural networks and deep learning algorithms
This article is part of Demystifying AI, a series of posts that (try to) disambiguate the jargon and myths surrounding AI. History ...
