Aug
07
2017
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IBM touts improved distributed training time for visual recognition models

 Two months ago, Facebook’s AI Research Lab (FAIR) published some impressive training times for massively distributed visual recognition models. Today IBM is firing back with some numbers of its own. IBM’s research groups says it was able to train ResNet-50 for 1k classes in 50 minutes across 256 GPUs — which is just the polite way of saying “my model trains faster than… Read More

Aug
03
2017
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Facebook finishes its move to neural machine translation

 Facebook announced this morning that it had completed its move to neural machine translation — a complicated way of saying that Facebook is now using convolutional neural networks (CNNs) and recurrent neural networks (RNNs) to automatically translate content across Facebook. Read More

Jul
31
2017
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Facebook buys Ozlo to boost its conversational AI efforts

 Facebook has gone ahead and purchased Charles Jolley’s conversational AI startup Ozlo. Jolley, formerly Head of Platform for Android at Facebook, will not be returning to the company. The Ozlo team is expected to join Facebook to work on natural language processing challenges. Read More

Jun
29
2017
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Crunch Report | Blue Apron IPO Has A Rocky Start

Crunch Report 6.29 Today’s Stories 

Blue Apron IPO off to a rough start
Microsoft confirms Cloudyn acquisition, sources say price is between $50M and $70M
Instagram implements an AI system to fight mean and harassing comments
Uber crosses the 5 billion trip milestone amid ongoing issues
A brief history of the iPhone

Credits
Written and Hosted by: Anthony Ha
Filmed by: Matthew Mauro
Edited by: Joe… Read More

Jun
26
2017
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Facebook, Microsoft, YouTube and Twitter form Global Internet Forum to Counter Terrorism

 Today Facebook, Microsoft, YouTube and Twitter collectively announced a new partnership aimed at reducing the accessibility of internet services to terrorists. The new Global Internet Forum to Counter Terrorism adds structure to existing efforts by the companies to target and remove recruiting materials for terror groups from major web platforms. Together, the four tech leaders say they… Read More

Jun
14
2017
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Facebook teaches machines to negotiate with humans

 Though Facebook is rarely mentioned alongside Apple, Microsoft and Amazon in discussions about conversational AI, the company has published a hoard of papers that underscore a deep interest in dialog systems. As has become clear with Siri, Cortana and Alexa, dialog is hard — it requires more than just good speech recognition to deliver a killer experience to users. From the sidelines… Read More

Jun
08
2017
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Facebook is speeding up training for visual recognition models

 Every minute spent training a deep learning model is a minute not doing something else and in today’s fast paced world of research, that minute is worth a lot. Facebook published a paper this morning detailing its personal approach to this problem. The company says its managed to reduce the training time of a ResNet-50 deep learning model on ImageNet from 29 hours to one. Facebook managed… Read More

May
16
2017
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The Partnership on AI adds Intel, Salesforce and others as it formalizes Grand Challenges and work groups

 Intel, Salesforce, eBay, Sony, SAP, McKinsey & Company, Zalando and Cogitai are joining the Partnership on AI, a collection of companies and non-profits that have committed to sharing best practices and communicating openly about the benefits and risks of artificial intelligence research. The new members will be working alongside existing partners that include Facebook, Amazon, Google,… Read More

May
04
2017
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These big tech companies pay their interns the most

 It’s May and that means the window for locking down internships at tech companies is rapidly closing. In reflection of the 2017 recruiting season, Glassdoor took some time to analyze its anonymized salary data, producing a report of the highest paying internships for 2017. We went ahead and pulled the tech companies from the list, and among large tech companies, Facebook leads the… Read More

May
02
2017
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Facebook’s fastText library is now optimized for mobile

 This morning Facebook’s AI Research (FAIR) lab released an update to fastText, its super-speedy open-source text classification library. When it was initially released, fastText shipped with pre-trained word vectors for 90 languages, but today it’s getting a boost to 294 languages. The release also brings enhancements to reduce model size and ultimately memory demand. Read More

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