Diffusion modeling
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Making deep learning practical for Earth system forecasting
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The Earth is a complex system. Variabilities ranging from regular events like temperature fluctuations to extreme events like drought, hailstorms, and the ...

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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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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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Anomaly detection for graph-based data
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Anomaly detection is the identification of data that diverges significantly from established norms, which can indicate harmful activity. It’s a particularly ...

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Virtual try-all: Visualizing any product in any personal setting
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A way for online shoppers to virtually try out products is a sought-after technology that can create a more immersive shopping experience. Examples include ...

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