ScreenGNN

On-device content distillation with graph neural networks

Posted by Gabriel Barcik and Duc-Hieu Tran, Research Engineers, Google Research In today’s digital age, smartphones and desktop web browsers serve as the primary tools for accessing news and information. However, the proliferation of website clutter — encompassing complex layouts, navigation elements, and extraneous links — significantly impairs both the reading experience and article navigation. …

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Build a classification pipeline with Amazon Comprehend custom classification (Part I)

“Data locked away in text, audio, social media, and other unstructured sources can be a competitive advantage for firms that figure out how to use it“ Only 18% of organizations in a 2019 survey by Deloitte reported being able to take advantage of unstructured data. The majority of data, between 80% and 90%, is unstructured …

Announcing Stable Audio, a product for music & sound generation

Stability AI, the world’s leading open generative AI company, today announced the launch of Stable Audio, the company’s first AI product for music and sound generation. Stable Audio is a first-of-its-kind product that uses the latest generative AI techniques to deliver faster, higher-quality music and sound effects via an easy-to-use web interface. Stability AI offers …

Data breach prevention: 5 ways attack surface management helps mitigate the risks of costly data breaches

Organizations are wrestling with a pressing concern: the speed at which they respond to and contain data breaches falls short of the escalating security threats they face. An effective attack surface management (ASM) solution can change this. According to the Cost of a Data Breach 2023 Report by IBM, the average cost of a data …

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Visualize an Amazon Comprehend analysis with a word cloud in Amazon QuickSight

Searching for insights in a repository of free-form text documents can be like finding a needle in a haystack. A traditional approach might be to use word counting or other basic analysis to parse documents, but with the power of Amazon AI and machine learning (ML) tools, we can gather deeper understanding of the content. …

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Document AI Workbench is now powered by generative AI to structure document data faster

Document AI helps businesses structure document data to automate processes, improve SLAs, reduce costs, and unlock insights by making analysis across documents possible. A critical part of document processing is the ability to customize results for enterprise-specific documents. That’s why we launched Document AI Workbench. Document AI Workbench enables users to customize models for document …