Articles about deep learning

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Programmers! Close the StackOverflow tabs. This AI robot will write your source code for you

Code boffins at Rice University in Texas have developed a system called Bayou to partially automate the writing of Java code with the help of deep-learning algorithms and training data sampled from GitHub. Much of modern programming is already automated in one way or another. Anyone including a code library or copying-and- …
Thomas Claburn, 26 Apr 2018
NGC 3972 (pic: NASA, ESA, A. Riess (STScI/JHU))

Astroboffins build AI to chase galactic blue nuggets in space

AI systems can be trained to help astronomers identify if galaxies are still active in producing new stars, according to a new study published in The Astrophysical Journal. A team of researchers have built a convolutional neural network to identify galaxies at various evolutionary stages. Galaxies are mostly massive blobs of …
Katyanna Quach, 24 Apr 2018
AI boss and human slaves

Boffins try to grok dogs using AI, a cyber-brain charter, a bot running for mayor, and more

Roundup Here are a few bits and pieces from this week's news in AI. Researchers have collected a dataset to analyze dog behaviour using neural networks, the first AI-assisted medical device for diagnosing diabetic retinopathy has been approved by the FDA, and, finally, an AI is running for mayor in Japan. Who’s a good doggo? A team of …
Katyanna Quach, 14 Apr 2018
AWS DeepLens camera

AWS baits cloud hooks with DeepLens machine learning camera

At the AWS Summit in San Francisco on Wednesday Amazon Web Services invited a handful of tech typers to see a demonstration of AWS DeepLens, its forthcoming camera tuned for deep learning tasks. Announced late last year and given away in limited quantities to select developers, the image capturing kit is intended as an AI …
hail_storm

Storm brewing? Weather buff uses deep learning to predict patterns

Meteorologists are starting to experiment with deep learning tech to predict severe weather patterns. David Gagne, a postdoctoral researcher at the US National Center for Atmospheric Research (NCAR), developed a simple convolutional neural network model to forecast the chances of hailstorms. In the last decade, severe storms …
Katyanna Quach, 29 Mar 2018
Uber self-driving car

Uber's disturbing fatal self-driving car crash, a new common sense challenge for AI, and Facebook's evil algorithms

Roundup It’s been a grim week for AI. The deadly Uber crash and fallout from the scandal between Facebook and Cambridge Analytica are a reminder of the ways algorithms can fail, and how they can be used against us. Fatal Uber self-driving car vid - The video footage capturing the last moments just before one of Uber’s self-driving car …
Katyanna Quach, 24 Mar 2018
perplexed woman on phone

Fun fact of the day: Voice recognition tech is naturally sexist

Voice recognition systems are sexist: they struggle to deal with female voices compared to male ones. It's a headache that has been lingering for a while in the machine-learning world. The issue was brought back into the spotlight again by Delip Rao, CEO and co-founder of R7 Speech Sciences, a startup using AI to understand …
Katyanna Quach, 14 Mar 2018

Boffins: If AI eggheads could go ahead and try to stop their code being evil, that'd be great

AI experts have emitted a lengthy report spitballing how intelligent software may be turned against us humans in the near future. Their aim is to put in motion safeguards and policies to crackdown on malevolent uses of machine-learning technology, rather than whip up panic, and to make scientists and engineers understand the …
Katyanna Quach, 21 Feb 2018

Ayyy-EYE! Google code 'predicts heart disease' by eyeballing retinas

AI researchers at Google have developed algorithms that can assess the risk of heart attacks by analyzing retinal scans. By looking for common patterns in images of retinal scans and matching them up with the data in the patients’ medical records, one algorithm could determine if someone was a smoker or non-smoker to an …
Katyanna Quach, 21 Feb 2018
Woman starting to undress

FYI: There's now an AI app that generates convincing fake smut vids using celebs' faces

The faces of celebrities, politicians, children, or pretty much anyone, can be pasted over faces of porn stars in X-rated movies using freely available machine-learning software. The resulting flicks look convincing, and effectively allow miscreants to place people – from the rich and famous to the powerful to ex-partners – …
Katyanna Quach, 25 Jan 2018

Facebook open-sources object detection work: Watch out, Google CAPTCHA

RoTM Facebook has brought us one step closer to a Skynet future made a commitment to computer vision boffinry by open-sourcing its codebase for object detection, Detectron. Written in Python and powered by the Caffe2 deep learning framework, the codebase – which implements object-sniffing algos such as Mask R-CNN and RetinaNet – is …
Jude Karabus, 23 Jan 2018
AI boss and human slaves

Skynet it ain't: Deep learning will not evolve into true AI, says boffin

Deep learning and neural networks may have benefited from the huge quantities of data and computing power, but they won't take us all the way to artificial general intelligence, according to a recent academic assessment. Gary Marcus, ex-director of Uber's AI labs and a psychology professor at the University of New York, argues …
Broken glass girl image via Shutterstock

You too can fool AI facial recognition systems by wearing glasses

A group of researchers have inserted a backdoor into a facial-recognition AI system by injecting "poisoning samples" into the training set. This particular method doesn’t require adversaries to have complete knowledge of the deep-learning model, a more realistic scenario. Instead, the attacker just has to slip in a small …
Katyanna Quach, 20 Dec 2017

AI taught to beat Sudoku puzzles. Now how about a time machine to 2005?

AI can now solve some of the hardest Sudoku puzzles to a high degree of accuracy, according to new research that teaches machines to logically reason. Sudoku was, if you can recall, all the rage in the West at least a decade ago. Sure, there are computational algorithms to crack the puzzles within a second, however, it’s an …

Apple whispers how its face-fingering AI works

Apple has let us all in on a little secret: how its deep-learning-based face detection software works in iOS 10 and later. In a blog post published this week, the Cupertino giant described in a fair amount of detail how its algorithms operate. The biz revealed its code is based on OverFeat, a model developed by researchers at …
Team Register, 17 Nov 2017
PCM IBM chip, photo IBM

Google and Intel cook AI chips, neural network exchanges – and more

Roundup Welcome to our roundup of major AI news from the past two weeks. Machine learning is so hyped right now, it doesn't help when companies such as Intel and Nvidia announce new chips and reveal little information about the specs, but make lofty claims of increased speed and precision. It's also difficult to keep track of all the …
Katyanna Quach, 22 Oct 2017
Bender the robot, Futurama

El Reg was invited to the House of Lords to burst the AI-pocalypse bubble

Comment To Westminster, England, where the House of Lords is conducting a wide-ranging inquiry into artificial intelligence. I'm writing a book on AI – and why people believe in it – and on the basis of some notes, was invited to give oral evidence on a panel of three alongside the BBC's Rory Cellan-Jones and The Financial Times' …
Andrew Orlowski, 11 Oct 2017
Robot AI Woman

Baidu puts open source deep learning into smartphones

A year after it open sourced its PaddlePaddle deep learning suite, Baidu has dropped another piece of AI tech into the public domain – a project to put AI on smartphones. Mobile Deep Learning (MDL) landed at GitHub under the MIT license a day ago, along with the exhortation “Be all eagerness to see it”. MDL is a convolution- …

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