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Meta AI

36 posts
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  • Artificial Intelligence

A New System To Help Ensure Ads Are Delivered Fairly To Different Demographic Groups

Advocates, researchers, and others have long been focused on the relationship between advertising and economic mobility, especially when it comes to ads that pertain to housing, employment, and credit opportunities. People…
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  • Artificial Intelligence

Data2vec 2.0: Highly Efficient Self-Supervised Learning For Vision, Speech And Text

Many recent breakthroughs in AI have been powered by self-supervised learning, which enables machines to learn without relying on labeled data. But current algorithms have several significant limitations, often including being…
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  • Artificial Intelligence
  • Machine Learning

How PyTorch Is Bringing The Power Of AI To Computers And Smartphones

Many of the experiences people enjoy on Facebook and Instagram are powered by artificial intelligence (AI). A number of them, like Assistant, Avatars, and AR effects, cannot be powered by server-side…
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  • Artificial Intelligence

CICERO: An AI Agent That Negotiates, Persuades, And Cooperates With People

Games have long been a proving ground for new AI advancements — from Deep Blue’s victory over chess grandmaster Garry Kasparov, to AlphaGo’s mastery of Go, to Pluribus out-bluffing the best humans…
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  • Artificial Intelligence

MultiRay: Optimizing Efficiency For Large-Scale AI Models

In current AI systems that process text, images, and other modalities, the best possible results are obtained by taking a very large model trained on an immense amount of data…
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  • Artificial Intelligence
  • Data

Teaching AI Advanced Mathematical Reasoning

The scientific community has long regarded mathematical theorem proving as a crucial step in building intelligent machines. Demonstrating that a particular conjecture is true or false requires using symbolic reasoning…
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  • Artificial Intelligence

Using AI To Compress Audio Files For Quick And Easy Sharing

Compression is an important part of the internet today, because it enables people to easily share high-quality photos, listen to audio messages, stream their favorite shows, and so much more.…
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  • Artificial Intelligence

Meta’s New AI-powered Speech Translation System For Hokkien Pioneers A New Approach For An Unwritten Language

Until now, AI translation has mainly focused on written languages. Yet nearly half of the world’s 7,000+ living languages are primarily oral and do not have a standard or widely…
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  • Artificial Intelligence
  • Machine Learning

The New AI-powered Feature Designed To Improve Feed For Everyone

AI is the driving force behind a newly launched tool on Facebook that helps people make a direct change to the content they see in their Feed and influence the types of…
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  • Artificial Intelligence

Faster, More Flexible Inference On GPUs Using AITemplate, A Revolutionary New Inference Engine

GPUs play an important role in the delivery of the compute needed for deploying AI models, especially for large-scale pretrained models in computer vision, natural language processing, and multimodal learning. Currently, AI practitioners…
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