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Recent video-language models' (VidLMs) performance on various video-language tasks has been outstanding. Such multimodal models only come with drawbacks. For example, it is shown that vision-language models have difficulty understanding compositional and order relations in images,...
Language gives humans an extraordinary level of general intellect and sets them apart from all other creatures. Importantly, language not only helps people interact with others better, but it also improves our capacity to think. Before...

Meta has open-sourced Anonymous Credential Service (ACS), a highly available multitenant service that allows clients to authenticate in a de-identified manner

The least amount of data must be gathered by all businesses in order to avoid personally identifiable information from getting into the wrong hands. The...

Latest Artificial Intelligence (AI) Research From CMU And Meta Demonstrates How Machine Learning’s Potential Can Be Leveraged To Identify Low Energy Adsorbate-Surface Configurations More...

Over the last decade, computational catalysis has emerged as one of the most active research areas, and it is currently a vital tool for...

Meta AI Releases Data2vec 2.0:  An Efficient Self-Supervised Learning For Machine Learning Tasks

Self-supervised learning is a form of unsupervised learning in which the supervised learning task is constructed from raw, unlabeled data. Supervised learning is effective...

META AI Unveils A New Artificial Intelligence (AI) Method For Text-To-Image Generation Using Open-Vocabulary Scene Control

Imagine being able to create an image by dipping your digital paintbrush (in a metaphorical sense) in "black horse" paint, drawing the horse's particular...

Latest AI Research Finds a Simple Self-Supervised Pruning Metric That Enables Them to Discard 20% of ImageNet Without Sacrificing Performance, Beating Neural Scaling Laws...

Applying neural scaling laws to machine learning models, which means increasing the number of computations, the size of the model, and the number of...

Meet CICERO: An Artificial Intelligence (AI) Agent That Plays At A Human Level In Diplomacy

From Deep Blue's victory over chess grandmaster Garry Kasparov to AlphaGo being the first computer program to defeat a Go World Champion, unbeatable superhuman...

Meet MultiRay: Meta AI’s New Platform For Efficiently Running Large-Scale Artificial Intelligence (AI) Models

Today's state-of-the-art AI systems for handling text, images, and other modalities achieve optimal performance by first training a massive model with a massive quantity...

Meet Galactica: An Artificial Intelligence (AI) Assistance for Science

In recent years, we have seen significant advancement in large language models (LLMs). From OpenAI’s GPT-3, which generates extremely accurate texts, to its open-source...

Meta AI Has Built A Neural Theorem Prover That Has Solved 10¬†International Math Olympiad (IMO)¬†Problems ‚ÄĒ 5x More Than Any Previous Artificial Intelligence AI...

The scientific world has long acknowledged that proving mathematical theorems is an essential first step in developing artificial intelligence. To prove the truth or...

Meta Introduces ‘Tulip,’ A Binary Serialization Protocol That Assists With Data Schematization By Addressing Protocol Reliability For AI And Machine Learning Workloads

Meta introduces 'Tulip,' a binary serialization protocol supporting schema evolution. This simultaneously addresses protocol reliability and other issues and assists us with data schematization....

Meta AI Researchers Propose Token Merging (ToMe) to Make Vision Transformers Run Faster

Vision transformers (ViT) were introduced to the literature two years ago, and they became a core component of computer vision research. Taking a component...

Meta AI Researchers Propose ‘JUICER,’ a Framework to Make Use of Both Binary and Free-Form Textual Human Feedback to Improve Dialogue Models After Deployment

The machine learning community has recently concentrated a lot of its research on the best ways to leverage human feedback to enhance the performance...

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