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  • title: Presto: Lightweight, Pre-trained Transformers for Remote Sensing Timeseries
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            Presto: Lightweight, Pre-trained Transformers for Remote Sensing Timeseries
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            Presto: Lightweight, Pre-trained Transformers for Remote Sensing Timeseries

            Dec 15, 2023

            Speakers

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            Gabriel Tseng

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            Ruben Cartuyvels

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            IZ

            Ivan Zvonkov

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            About

            Machine learning models for parsing remote sensing data have a wide range of societally relevant applications, but labels used to train these models can be difficult or impossible to acquire. This challenge has spurred research into self-supervised learning for remote sensing data. Current self-supervised learning approaches for remote sensing data draw significant inspiration from techniques applied to natural images. However, remote sensing data has important differences from natural images –…

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            NeurIPS 2023

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