WHAT ABOUT THE LATENT SPACE? THE NEED FOR LATENT FEATURE SALIENCY DETECTION IN DEEP TIME SERIES CLASSIFICATION

What about the Latent Space? The Need for Latent Feature Saliency Detection in Deep Time Series Classification

Saliency methods are designed to provide explainability for deep image processing models by assigning feature-wise importance scores and thus detecting informative regions in the input images.Recently, these VITAMIN C COMPLEX methods have been widely adapted to the time series domain, aiming to identify important temporal regions in a time series.T

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Lofty goals and strategic plans are not enough to achieve and maintain a diverse workforce: an American Association for the Surgery of Trauma Diversity, Equity, and Inclusion Committee conversation

The American Association for the Surgery of Trauma Diversity, Equity, and Inclusion (DEI) Ad Hoc Committee organized a luncheon symposium with a distinguished Pot panel of experts to discuss how to ensure a diverse surgical workforce.The panelists discussed the current state of DEI efforts within surgical departments and societal demographic change

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Design of an Acoustic Through-Casing Logging Tool

Well logging is performed in oil and gas exploration wells to obtain the physical characteristics of underground formations.Thereafter, these wells are cased.Through-casing logging is important in mature fields and for wells that are cased without logging due to Audio Receivers borehole stability issues.Acoustic through-casing logging is a challeng

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