AI, Machine Learning, Artificial Intelligence, Deep Learning, Data Science.
autoencoders, the goal is to learn a compressed representation that preserves the essential information in the data. However, if the input data is noisy or corrupted, the autoencoder may learn to encode and decode the noise as well, resulting in a poor compressed representation. Denoising