Data Science, Machine Learning, AI, Data, Autoencoder.
Example applications are outlier detection and denoising. If attempting to find outliers, one could use distance measures on the encoded signal. Another application would be when denoising a signal, if the input image is noisy, by encoding then decoding, the model could be trained to reduce this