Tag: Facebook AI

mit

Solving A Machine-Learning Mystery

MIT researchers found that massive neural network models that are similar to large language models are capable of containing smaller linear models inside their hidden layers, which the large models could train to complete a new task using simple learning algorithms….

Read More
meta-ai

Explore Meta AI’s Self-Supervised Learning Demo For Images

Today, we are releasing the first-ever external demo based on Meta AI’s self-supervised learning work. We focus on Vision Transformers pretrained with DINO, a method we released last year that has grown in popularity based on its capacity to understand the semantic layout…

Read More
fb-ai

Their Stories Should Be Celebrated: Using AI To Deliver More Inclusive Biographical Content On Wikipedia

Wikipedia, which is consistently ranked one of the top 10 most visited websites, is often the first stop for many people looking for information about historical figures and changemakers. But not everyone is equally represented on Wikipedia. Only about 20 percent of…

Read More
seer

SEER 10B: Better, Fairer Computer Vision Through Self-Supervised Learning On Diverse Datasets

We’re excited to announce new advances in SEER (SElf-SupERvised), Meta AI Research’s groundbreaking self-supervised computer vision model that can learn directly from any random collection of images on the internet — without the need for careful data curation and labeling that goes into…

Read More
system-cards

System Cards, A New Resource For Understanding How AI Systems Work

AI powers back-end services like personalization, recommendation, and ranking that help enable a seamless, customizable experience for people who use our products and services. But understanding how and why AI operates can be difficult for everyday users and others. We’re aiming…

Read More
ai

Yann LeCun On A Vision To Make AI Systems Learn And Reason Like Animals And Humans

For all the remarkable recent progress in AI research, we are still very far from creating machines that think and learn as well as people do. As Meta AI’s Chief AI Scientist Yann LeCun notes, a teenager who has never sat…

Read More
fb-ai

Inside The Lab: AI Breakthroughs That Will Power The Metaverse

Building for the metaverse is the most ambitious long-term project Meta has ever attempted, and the experiences we’re envisioning are impossible to deliver with the software and hardware that exists today. Getting there will require major advances in almost every technology…

Read More
fb-ai

Creating Better Virtual Backdrops For Video Calling, Remote Presence, And AR

Since the start of the COVID-19 pandemic, many of us have become accustomed to using or viewing virtual backgrounds and background filters when video chatting with friends, coworkers, or family. Altering our backgrounds during video calls gives us greater control over…

Read More
fb-ai

AI That Understands Speech By Looking As Well As Hearing

People use AI for a wide range of speech recognition and understanding tasks, from enabling smart speakers to developing tools for people who are hard of hearing or who have speech impairments. But oftentimes these speech understanding systems don’t work well…

Read More
fb-ai

Using AI To Bring Children’s Drawings To Life

Children draw fascinatingly unique and inventive characters that push our imaginations and require us to think a little differently to recognize the people and things in their pictures. While it can be fairly simple for a parent or teacher to see…

Read More