Semi-Supervised Manifold Learning with Complexity Decoupled Chart Autoencoders

Stefan C. Schonsheck, Scott Mahan, Timo Klock +2

Autoencoding is a popular method in representation learning. Conventional autoencoders employ symmetric encoding-decoding procedures and a simple Euclidean latent space to detect h…