AI, Machine Learning, Artificial Intelligence, Deep Learning, Data Science.
L_recon(x, x_hat) + λ * ||J_f(x)||² The total loss function of a contractive autoencoder is a combination of two terms: the reconstruction loss (L_recon) and a regularization term (lambda * ||J_f(x)||²). The reconstruction loss is the same as in a standard autoencoder and measures the difference