How utilities can prepare for extreme weather with data and AI

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Extreme weather events can be catastrophic to both people and the environment. But flash floods, hurricanes and winter storms also profoundly impact utilities. With electricity being the backbone of modern life and business operations, a loss of power can have disastrous consequences that require more than a flashlight and battery-powered radio to be solved. Today, …

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Talk like a graph: Encoding graphs for large language models

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Posted by Bahare Fatemi, Research Scientist, Google Research, and Bryan Perozzi, Research Scientist, Google Research Imagine all the things around you — your friends, tools in your kitchen, or even the parts of your bike. They are all connected in different ways. In computer science, the term graph is used to describe connections between objects. …

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Run an audience overlap analysis in AWS Clean Rooms

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Advertisers, publishers, and advertising technology providers are actively seeking efficient ways to collaborate with their partners to generate insights about their collective datasets. One common reason to engage in data collaboration is to run an audience overlap analysis, which is a common analysis to run when media planning and evaluating new partnerships. In this post, …

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Healthcare’s AI transformation is already underway

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AI is making a powerful impact all around us, but few sectors stand to benefit as profoundly as healthcare. Doctors and nurses are already starting to use AI as a capable assistant — getting help with medical notes, for example, or using AI in medical imaging to help with disease detection. This is just the …

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Chain-of-table: Evolving tables in the reasoning chain for table understanding

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Posted by Zilong Wang, Student Researcher, and Chen-Yu Lee, Research Scientist, Cloud AI Team People use tables every day to organize and interpret complex information in a structured, easily accessible format. Due to the ubiquity of such tables, reasoning over tabular data has long been a central topic in natural language processing (NLP). Researchers in …

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Moonwalk: Advancing Gait-Based User Recognition on Wearable Devices with Metric Learning

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*=Equal Contributors Personal devices have adopted diverse authentication methods, including biometric recognition and passcodes. In contrast, headphones have limited input mechanisms, depending solely on the authentication of connected devices. We present Moonwalk, a novel method for passive user recognition utilizing the built-in headphone accelerometer. Our approach centers on gait recognition; enabling users to establish their …

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Chain of Table

Chain-of-table: Evolving tables in the reasoning chain for table understanding

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Posted by Zilong Wang, Student Researcher, and Chen-Yu Lee, Research Scientist, Cloud AI Team People use tables every day to organize and interpret complex information in a structured, easily accessible format. Due to the ubiquity of such tables, reasoning over tabular data has long been a central topic in natural language processing (NLP). Researchers in …

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How VistaPrint delivers personalized product recommendations with Amazon Personalize

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VistaPrint, a Cimpress business, is the design and marketing partner to millions of small businesses around the world. For more than two decades, VistaPrint has empowered small businesses to quickly and effectively create the marketing products – from promotional materials and signage to print advertising and more – to get the job done, regardless of …

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A window into protein folding: Lowering the barriers for AlphaFold Inferencing

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The open-source tool Vertex AI AlphaFold Inference Pipeline has enabled biotech companies in streamlining protein-folding activities, accelerating their go to market timeline. It addresses key challenges in protein structure prediction by unleashing the power of parallel processing, optimizing compute resources, and scaling to meet high-throughput demands. Furthermore, it ensures reproducibility, lineage analysis, flexibility, adaptability, and …

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