Meta logo

How Meta Uses Machine Learning

29 engineering articles about Machine Learning from Meta's engineering team

Articles

Filter:
Meta logo
Meta
Intermediate
The article recaps the Fighting Abuse @Scale 2019 event, where experts from major tech companies gathered to discuss advanced technologies and strategies for combating online abuse, fraud, and spam.
8 min read
Has Summary
--
Meta logo
Meta
Advanced
The 2019 @Scale Conference brought together over 1,300 engineers to discuss challenges and innovations in building scalable applications and services.
Meta logo
Meta
Intermediate
The F8 2019 Day 2 keynote and session videos highlight advancements in AI tools, computer vision, self-supervised learning, and inclusive AR/VR frameworks.
3 min read
Has Summary
--
Meta logo
Meta
Intermediate
The article announces the stable release of PyTorch 1. 0 at the NeurIPS conference, highlighting its new production-oriented features and extensive community growth.
Meta logo
Meta
Intermediate
The article celebrates the fifth anniversary of the Facebook AI Research (FAIR) group, highlighting its achievements in advancing AI through open research and collaboration.
Meta logo
Meta
Intermediate
The article provides a recap of the Data @Scale conference held in Boston, focusing on the challenges and advancements in large-scale data storage and analytics.
Meta logo
Meta
Advanced
Facebook announced significant advancements in AI development with the release of PyTorch 1. 0, emphasizing a more robust ecosystem of partners and production capabilities.
Meta logo
Meta
Advanced
The 2018 @Scale Conference brought together over 2,500 engineers to explore the challenges and innovations in building scalable applications and services.
Meta logo
Meta
Advanced
Facebook research scientists Ronan Collobert and Jason Weston received the 2018 International Conference on Machine Learning (ICML) 'Test of Time Award' for their influential paper on a unified arc...
Meta logo
Meta
Intermediate
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
Has Summary
--
Meta logo
Meta
Intermediate
The article announces the release of PyTorch 1. 0, an open-source AI framework that bridges the gap between research and production.
Bill Jia
6 min read
Has Summary
--
Meta logo
Meta
Intermediate
The article discusses Facebook's advancements in artificial intelligence (AI) showcased at F8 2018, emphasizing open development frameworks like PyTorch 1. 0 and ONNX.
Jerome Pesenti
8 min read
Has Summary
--
Meta logo
Meta
Intermediate
The Performance @Scale 2018 conference, hosted by Facebook, gathered over 275 performance engineering experts to discuss challenges in managing performance for large-scale services.
Marty Greenia
5 min read
Has Summary
--
Meta logo
Meta
Advanced
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
Has Summary
--
Meta logo
Meta
Intermediate
The article discusses the integration of art and technology through Augmented Reality (AR) at Facebook, focusing on the role of Simultaneous Localization and Mapping (SLAM) in creating immersive ex...
Alvaro Collet
8 min read
Has Summary
--
Meta logo
Meta
Advanced
The Data @Scale 2017 conference brought together 350 engineers to discuss the challenges and innovations in large-scale storage systems and analytics.
Parixit Pol
4 min read
Has Summary
--
Meta logo
Meta
Intermediate
The article discusses advancements in machine learning for computer vision, particularly focusing on a collaborative effort by Facebook engineers to significantly reduce the training time for the I...
2 min read
Has Summary
--
Meta logo
Meta
Advanced
The article introduces Big Basin, Facebook's next-generation AI hardware designed to enhance the performance of AI services.
Kevin Lee
5 min read
Has Summary
--
Meta logo
Meta
Intermediate
The article recaps the Machine Learning @Scale 2017 conference, which brought together over 300 attendees from various companies to discuss technical challenges and advancements in large-scale appl...
Jeff Reynar
3 min read
Has Summary
--
Meta logo
Meta
Intermediate
The article discusses the advancements in computer vision at Facebook, focusing on the development of scalable systems like FBLearner Flow and Lumos for understanding images and videos.
Joaquin Quiñonero Candela
8 min read
Has Summary
--
Meta logo
Meta
Intermediate
The article discusses the engineering behind Facebook's Recommendations feature, which enhances local search by providing users with place suggestions based on social interactions.
Miki Friedmann
11 min read
Includes Code
Has Summary
--
Meta logo
Meta
Intermediate
The article discusses the development of Caffe2Go, a deep learning platform that enables real-time AI processing on mobile devices, specifically for style transfer in videos.
Peter Vajda
10 min read
Has Summary
--
Meta logo
Meta
Advanced
The article discusses Facebook's commitment to advancing innovation through AI, highlighting their research and development efforts in AI disciplines such as computer vision, language understanding...
Mike Schroepfer
11 min read
Has Summary
--
Meta logo
Meta
Intermediate
The article discusses Torchnet, an open-source toolkit designed to facilitate rapid and reusable prototyping of deep learning systems using the Torch framework.
Armand Joulin
7 min read
Includes Code
Has Summary
--
Meta logo
Meta
Advanced
The article introduces FBLearner Flow, Facebook's machine learning platform designed to simplify and enhance the experimentation process for engineers.
Jeffrey Dunn
12 min read
Includes Code
Has Summary
--
Meta logo
Meta
Beginner
The article discusses how Facebook's Applied Machine Learning (AML) team enhances user experiences through AI technologies.
Joaquin Quiñonero Candela
4 min read
Has Summary
--
Meta logo
Meta
Advanced
The article discusses the development of Facebook's 'On This Day' feature, which allows users to relive and share memories.
Omid Aziz
6 min read
Has Summary
--
Meta logo
Meta
Intermediate
The article discusses the efforts of Facebook's Connectivity Lab to improve internet connectivity in underserved areas through advanced mapping techniques.
Tobias Tiecke
6 min read
Has Summary
--
Meta logo
Meta
Intermediate
The article announces the 2012-2013 Facebook Fellowship winners, highlighting their research areas and the support provided by Facebook to foster academic collaboration.
Harry Li
9 min read
Has Summary
--

You've reached the end! All 29 articles loaded.