Tag: foundation model

AI Machine Learning & Data Science Research

Facebook AI’s FLAVA Foundational Model Tackles Vision, Language, and Vision & Language Tasks All at Once

A Facebook AI Research team presents FLAVA, a foundational language and vision alignment model that explicitly targets language, vision, and their multimodal combination all at once, achieving impressive performance on 35 tasks across the vision, language, and multimodal domains.

AI Computer Vision & Graphics Machine Learning & Data Science Research

Microsoft’s ‘Florence’ General-Purpose Foundation Model Achieves SOTA Results on Dozens of CV Benchmarks

In the paper A New Foundation Model for Computer Vision, a Microsoft research team proposes Florence, a novel foundation model for computer vision that significantly outperforms previous large-scale pretraining approaches and achieves new SOTA results across a wide range of visual and visual-linguistic benchmarks.