Media sentiment indicators from Canadian news, when added to a New Keynesian model with endogenous central-bank response, improve out-of-sample forecasts and account for part of monetary-policy propagation to output and prices.
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ES-VAE is a variational autoencoder for skeleton trajectories that uses the transported square-root velocity field on Kendall's shape manifold to remove rigid motions and timing variations, outperforming standard VAEs on gait analysis and action recognition.
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Monetary Policy in the Media Spotlight: Sentiments, Signals, and Economic Impact
Media sentiment indicators from Canadian news, when added to a New Keynesian model with endogenous central-bank response, improve out-of-sample forecasts and account for part of monetary-policy propagation to output and prices.
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An Elastic Shape Variational Autoencoder for Skeleton Pose Trajectories
ES-VAE is a variational autoencoder for skeleton trajectories that uses the transported square-root velocity field on Kendall's shape manifold to remove rigid motions and timing variations, outperforming standard VAEs on gait analysis and action recognition.