Edge 260: Data2vec 2.0 is Meta AI's New Self-Supervised Learning Model for Vision, Speech and Text
Was this email forwarded to you? Sign up here Edge 260: Data2vec 2.0 is Meta AI's New Self-Supervised Learning Model for Vision, Speech and TextThe model is one of the most impressive achievements in self-supervised learning research to this day.Earlier last year, Meta AI unveiled Data2vec, one of the first self-supervised learning models to ever master tasks across different domains such as speech, text and vision. The model was one of the first iterations in Meta AI’s self-supervised architectures that emulate human learning processes using different sensorial inputs. A few weeks ago, Meta AI followed up with Data2vec 2.0, a new version of the models that shows 16x performance improvement. The original Data2vec architecture based on a student and a teacher network. The teacher network computes representations for a text, image, or speech. The student network takes that output and attempts to predict the latent representations back to the teacher. The two neural networks are nearly identical... Subscribe to TheSequence to read the rest.Become a paying subscriber of TheSequence to get access to this post and other subscriber-only content. A subscription gets you:
|
Key phrases
Older messages
📝 Guest Post: Winning the AI Game as a Medium-Sized Business*
Friday, January 20, 2023
How to overcome five challenges of AI adoption with Managed AI
New Generative AI Innovations from Google and Salesforce
Friday, January 20, 2023
Sundays, The Sequence Scope brings a summary of the most important research papers, technology releases and VC funding deals in the artificial intelligence space.
Edge 261: Local Model-Agnostic Interpretability Methods: LIME
Friday, January 20, 2023
LIME, Meta AI research on interpretable neurons and the Alibi Explain framework.
Edge 262: NVIDIA’s Get3D is a Generative AI Model for 3D Shapes
Friday, January 20, 2023
The model is actively used in NVIDIA's Omniverse platform.
Edge 259: Local Model-Agnostic Interpretability Methods: SHAP
Tuesday, January 10, 2023
SHAP method, MIT taxonomy for ML interpretability and BAIR's iModels framework.
You Might Also Like
Your Phone’s Other Number 📱
Saturday, April 27, 2024
Let's talk about your phone's IMEI number. Here's a version for your browser. Hunting for the end of the long tail • April 27, 2024 Today in Tedium: As you may know, Tedium is a blog and/or
🕹️ How to Play Retro Games for Free on iPhone — Why I Can't Live Without an eReader
Saturday, April 27, 2024
Also: Anker MagGo (Qi2) Power Bank Review, and More! How-To Geek Logo April 27, 2024 📩 Get expert reviews, the hottest deals, how-to's, breaking news, and more delivered directly to your inbox by
Weekend Reading — The Bob Ross of programming
Saturday, April 27, 2024
This week we use coffee tasting as our design practice, get as close to and as far away from the metal as possible, find an easier way to write documentation, discover why Google Search is getting so
Issue #538: All the Jam entries, Panthera 2, and Tristram
Saturday, April 27, 2024
Weekly newsletter about HTML5 Game Development. Is this email not displaying correctly? View it in your browser. Issue #538 - April 26th 2024 If you have anything you want to share with the HTML5 game
Daily Coding Problem: Problem #1424 [Easy]
Saturday, April 27, 2024
Daily Coding Problem Good morning! Here's your coding interview problem for today. This problem was asked by Microsoft. Implement a URL shortener with the following methods: shorten(url) , which
Charted | Countries That Became More Happy (or Unhappy) Since 2010 😅
Saturday, April 27, 2024
Which countries had the highest happiness gains since 2010? Which became sadder? View Online | Subscribe Presented by Voronoi: The App Where Data Tells the Story FEATURED STORY Countries With the
Noonification: What Is E-Waste Hacking?
Saturday, April 27, 2024
Top Tech Content sent at Noon! The first AI-powered startup unlocking the “billionaire economy” for your benefit How are you, @newsletterest1? 🪐 What's happening in tech this week: The
TikTok faces a ban in the US, Tesla profits drop and healthcare data leaks
Saturday, April 27, 2024
Plus: Amazon's new delivery subscription and a deep dive on Rippling View this email online in your browser By Kyle Wiggers Saturday, April 27, 2024 Image Credits: TechCrunch Welcome, folks, to
🐍 New Python tutorials on Real Python
Saturday, April 27, 2024
Hey there, There's always something going on over at realpython.com as far as Python tutorials go. Here's what you may have missed this past week: Write Unit Tests for Your Python Code With
Bogus npm Packages Used to Trick Software Developers into Installing Malware
Saturday, April 27, 2024
THN Daily Updates Newsletter cover Webinar -- Uncovering Contemporary DDoS Attack Tactics -- and How to Fight Back Stop DDoS Attacks Before They Stop Your Business... and Make You Headline News.