Convolutional Symmetric AutoEncoders: enhancing latent stability via differential geometry

G. Li Causi, N. Tonicello, L. Magri +1

Autoencoders (AEs) have emerged as powerful tools for non-linear dimensionality reduction, often surpassing traditional linear methods such as Proper Orthogonal Decomposition (POD)…