photos iconBack in October, Apple published its first research paper related to artificial intelligence and machine learning.

The paper, titled "Learning from Simulated and Unsupervised Images through Adversarial Training," focused on advanced image recognition techniques and the use of both simulated and real images to train an advanced AI image program.

Apple's research paper was accepted to the 2017 Conference on Computer Vision and Pattern Recognition (CVPR) back in July, and as it turns out, Apple's work won a "CVPR 2017 Best Paper Award," coveted in the machine learning field.

MacRumors reader Tom, who holds a PhD in the field, says that CVPR is the most influential AI/machine learning conference, and that winning the award is a rare achievement "even for the top people in the field."

The paper was written by Apple researchers Ashish Shrivastava, Tomas Pfister, Oncel Tuzel, Joshua Susskind, Wenda Wang, and Russell Webb.

In addition to publishing research papers, Apple's AI and machine learning teams now maintain a Machine Learning Journal, detailing the work of Apple's engineers. The blog was just updated this week with articles that were shared at Interspeech 2017 in Stockholm, Sweden.

Thanks, Tom!

Top Rated Comments

Kaibelf Avatar
108 months ago
Congrats to the engineers for their innovative research being recognized! It’s not always the flashiest work, and they deserve kudos for their efforts.
Score: 16 Votes (Like | Disagree)
djcerla Avatar
108 months ago
And ironically, Siri still sucks after all these years! Why is Google's AI still light years ahead with the brain power behind Apples AI?
Seriously, it is infuriating to no end when I ask Siri for some info and it comes back with the wrong info, doesn't record what I said correctly or just gives me a search page. Meanwhile, Google gets it right every time!
Google is not "light years ahead", by any stretch of imagination.

Google's AI sucks just as Apple's, they're both pathetic building blocks for way more intelligent systems.

For example, while Google's AI may have an edge in some scenarios, there's no such thing as a Google Assistant in Italian whereas I use Siri in that language every day since years.

And the fact that the first Apple's paper has won that all-important competition is a sign that the company is moving in the right direction, and will have the academic cachet to attract top talent in the field.
Score: 13 Votes (Like | Disagree)
Lloydbm41 Avatar
108 months ago
And ironically, Siri still sucks after all these years! Why is Google's AI still light years ahead with the brain power behind Apples AI?
Seriously, it is infuriating to no end when I ask Siri for some info and it comes back with the wrong info, doesn't record what I said correctly or just gives me a search page. Meanwhile, Google gets it right every time!
Score: 9 Votes (Like | Disagree)
pika2000 Avatar
108 months ago
This is all well and good and I suppose of interest to anyone in the field, but the average Apple user wants to know how any new information or methods presented here will benefit them.
The average seemingly Apple "user" here only wants iPhones without bezels and how to get torrents on their iPads.

/s
Score: 5 Votes (Like | Disagree)
Zirel Avatar
108 months ago
And ironically, Siri still sucks after all these years! Why is Google's AI still light years ahead with the brain power behind Apples AI?
Seriously, it is infuriating to no end when I ask Siri for some info and it comes back with the wrong info, doesn't record what I said correctly or just gives me a search page. Meanwhile, Google gets it right every time!

[doublepost=1503740813][/doublepost]
Because they buy technology when it comes to major changes instead of coming up with them in house. They have lots of great ideas and patches, but rarely seem to be able to bring a broad new idea to market as a complete product without some acquisitions.
Are you talking about Apple or Google?
Score: 5 Votes (Like | Disagree)
Zedcars Avatar
108 months ago
Research presentation by Ashish Shrivastava (July 2017):

Score: 5 Votes (Like | Disagree)

Popular Stories

iOS 26

When Will Apple Release iOS 26.2?

Monday December 1, 2025 4:37 pm PST by
We're getting closer to the launch of the final major iOS update of the year, with Apple set to release iOS 26.2 in December. We've had three betas so far and are expecting a fourth beta or a release candidate this week, so a launch could follow as soon as next week. Past Launch Dates Apple's past iOS x.2 updates from the last few years have all happened right around the middle of the...
ios 18 to ios 26 upgrade

Apple Pushes iPhone Users Still on iOS 18 to Upgrade to iOS 26

Tuesday December 2, 2025 11:09 am PST by
Apple is encouraging iPhone users who are still running iOS 18 to upgrade to iOS 26 by making the iOS 26 software upgrade option more prominent. Since iOS 26 launched in September, it has been displayed as an optional upgrade at the bottom of the Software Update interface in the Settings app. iOS 18 has been the default operating system option, and users running iOS 18 have seen iOS 18...
maxresdefault

iPhone Fold: Launch, Pricing, and What to Expect From Apple's Foldable

Monday December 1, 2025 3:00 am PST by
Apple is expected to launch a new foldable iPhone next year, based on multiple rumors and credible sources. The long-awaited device has been rumored for years now, but signs increasingly suggest that 2026 could indeed be the year that Apple releases its first foldable device. Subscribe to the MacRumors YouTube channel for more videos. Below, we've collated an updated set of key details that ...
iphone 17 cyber

iPhone 17 Demand Is Breaking Apple's Sales Records

Tuesday December 2, 2025 9:44 am PST by
Apple's iPhone 17 lineup is selling well enough that Apple is on track to ship more than 247.4 million total iPhones in 2025, according to a new report from IDC. Total 2025 shipments are forecast to grow 6.1 percent year over year due to iPhone 17 demand and increased sales in China, a major market for Apple. Overall worldwide smartphone shipments across Android and iOS are forecast to...
iOS 26

Apple Seeds iOS 26.2 and iPadOS 26.2 Release Candidates to Developers and Public Beta Testers

Wednesday December 3, 2025 10:33 am PST by
Apple today seeded the release candidate versions of upcoming iOS 26.2 and iPadOS 26.2 updates to developers and public beta testers, with the software coming two weeks after Apple seeded the third betas. The release candidates represent the final versions of iOS 26.2 and iPadOS 26.2 that will be provided to the public if no further bugs are found during this final week of testing....
Photos App Icon Liquid Glass

John Gruber Shares Scathing Commentary About Apple's Departing Software Design Chief

Thursday December 4, 2025 9:30 am PST by
In a statement shared with Bloomberg on Wednesday, Apple confirmed that its software design chief Alan Dye will be leaving. Apple said Dye will be succeeded by Stephen Lemay, who has been a software designer at the company since 1999. Meta CEO Mark Zuckerberg announced that Dye will lead a new creative studio within the company's AR/VR division Reality Labs. On his blog Daring Fireball,...
Touchscreen MacBook Feature

Here Are the Four MacBooks Apple Is Expected to Launch Next Year

Monday December 1, 2025 5:00 am PST by
2026 could be a bumper year for Apple's Mac lineup, with the company expected to announce as many as four separate MacBook launches. Rumors suggest Apple will court both ends of the consumer spectrum, with more affordable options for students and feature-rich premium lines for users that seek the highest specifications from a laptop. Below is a breakdown of what we're expecting over the next ...
iphone air camera

iPhone Air's Resale Value Has Dropped Dramatically, Data Shows

Thursday December 4, 2025 5:27 am PST by
The iPhone Air has recorded the steepest early resale value drop of any iPhone model in years, with new data showing that several configurations have lost almost 50% of their value within ten weeks of launch. According to a ten-week analysis published by SellCell, Apple's latest lineup is showing a pronounced split in resale performance between the iPhone 17 models and the iPhone Air....
iPhone 17 Pro Cosmic Orange

iPhone 17 Pro Lost a Camera Feature Pro Models Have Had Since 2020

Thursday December 4, 2025 5:18 am PST by
iPhone 17 Pro models, it turns out, can't take photos in Night mode when Portrait mode is selected in the Camera app – a capability that's been available on Apple's Pro devices since the iPhone 12 Pro in 2020. If you're an iPhone 17 Pro or iPhone 17 Pro Max owner, try it for yourself: Open the Camera app with Photo selected in the carousel, then cover the rear lenses with your hand to...
chatgpt logo

Sam Altman Declares 'Code Red' for ChatGPT, Delays OpenAI Advertising Plans

Tuesday December 2, 2025 3:30 pm PST by
OpenAI is deprioritizing work on advertising as it focuses on improving the quality of ChatGPT, reports The Information. OpenAI CEO Sam Altman declared a "code red" on Monday, and told employees that the company needs to improve ChatGPT so it doesn't fall behind competitors like Google and Anthropic. Altman said that OpenAI needs to work on personalization for each user, image generation,...