The acquisition of sentence embeddings often necessitates a substantial volume of labeled data. However, in many cases and fields, labeled data is rarely accessible, and the procurement of such data ...

Abstract: Bearings are essential and crucial components of rotating machinery. Bearing faults can jeopardize the safe operation of mechanical equipment and diminish production efficiency. Anomaly ...

SVG Autoencoder - Uses a frozen representation encoder with a residual branch to compensate the information loss and a learned convolutional decoder to transfer the SVG latent space to pixel space.

Abstract: Recently, data-driven soft sensing technology has been widely used in industrial processes, where autoencoder are used to extract deep features, which play an important role in predicting ...