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Generalizing diffusion modeling to multimodal, multitask settings
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One of the lessons of the machine learning revolution has been that, perhaps counterintuitively, training a model on multiple data types or multiple tasks ...

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Building geospatial foundation models via continual pretraining
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Geospatial technologies have rapidly ascended to a position of paramount importance across the globe. By providing a better understanding of Earth's ...

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Catch all the laughs, drama, news, and sports on Paramount+
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With so many great movies, TV shows, live sports, and more, Paramount+ has something for every member of your family. And starting today, you can get in on ...

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Amazon’s Tal Rabin wins Dijkstra Prize in Distributed Computing
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Secure multiparty computation (MPC) is a computing paradigm in which multiple parties compute an aggregate function — say, their average salary — without ...

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USC SURE student develops prototype algorithm to help automate spacecraft docking
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As a New Jersey native attending boarding school in Canada, Derek Chibuzor spent a lot of time on planes as a young student. The travel sparked an enduring ...

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Do large language models understand the world?
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For centuries, theories of meaning have been of interest almost exclusively to philosophers, debated in seminar rooms and at conferences for small specialty ...

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Amazon and UCLA announce 2023 Science Hub awards
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The Science Hub for Humanity and Artificial Intelligence at UCLA has announced three gift-funded awards and one sponsored project, recognizing researchers ...

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Scenario Diffusion helps Zoox vehicles navigate safety-critical situations
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Autonomous vehicles (AVs) such as the Zoox purpose-built robotaxi represent a new era in human mobility, but the deployment of AVs comes with many ...

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Knowledge distillation method for better vision-language models
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Large machine learning models based on the transformer architecture have recently demonstrated extraordinary results on a range of vision and language ...

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Building commonsense knowledge graphs to aid product recommendation
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At the Amazon Store, we strive to deliver the product recommendations most relevant to customers’ queries. Often, that can require commonsense reasoning. If ...

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