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Successful (first three columns) and failure (last column) examples for the accelerometer VAE to capture the input signal pattern and remove its noise. The x axis shows time in seconds, while the y axis represents the acceleration signal on one of the spatial directions. The first and second rows show the accelerometer inputs, and their corresponding reconstructions, respectively.
