How Meta Uses Artificial Intelligence
13 engineering articles about Artificial Intelligence from Meta's engineering team
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The 2019 @Scale Conference brought together over 1,300 engineers to discuss challenges and innovations in building scalable applications and services.
The article reviews Facebook's data center developments in 2018, highlighting expansions, new technologies, and sustainability initiatives.
Rachel Peterson
3 min read
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Nevergrad is an open-source Python3 library designed for derivative-free optimization, facilitating faster and easier tuning of parameters and hyperparameters in machine learning models.
Olivier Teytaud
6 min read
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Facebook and NYU School of Medicine have launched the fastMRI project, aiming to utilize artificial intelligence (AI) to accelerate MRI scans by up to 10 times.
8 min read
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The article discusses the development of the Talk the Walk task by Facebook's AI Research (FAIR) group, which aims to enhance AI systems' understanding of human language by grounding it in real-wor...
Douwe Kiela
11 min read
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The article discusses advancements in image recognition using deep learning techniques that leverage hashtags as weakly supervised labels.
Manohar Paluri
8 min read
Includes Code
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The article reviews Facebook's advancements in building immersive experiences in 2017, focusing on machine translation, computer vision, augmented reality (AR), and virtual reality (VR).
David Mortenson
5 min read
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The article discusses Facebook's transition from phrase-based machine translation to neural machine translation, highlighting the challenges and improvements achieved through the use of sequence-to...
Alexander Sidorov
7 min read
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The article discusses the development of AI bots capable of negotiating, highlighting the challenges and innovations in creating dialog agents that can engage in meaningful conversations.
Mike Lewis
7 min read
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The article discusses a novel approach to neural machine translation developed by Facebook's AI Research (FAIR) team, utilizing convolutional neural networks (CNNs) that achieve state-of-the-art ac...
Denis Yarats
6 min read
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The article discusses the pervasive role of artificial intelligence (AI) in everyday life and its implications for future technologies and job markets.
Joaquin Quiñonero Candela
12 min read
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The article discusses key announcements from Facebook's F8 developer conference, focusing on advancements in communications technology and open-source initiatives.
3 min read
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The article discusses the author's experience interning at Facebook, focusing on the development of the first mobile advertising interface for the Pages Manager iOS application.
Peter Cottle
5 min read
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