Disentangled representations via score-based variational autoencoders

Benjamin S. H. Lyo, Eero P. Simoncelli, Cristina Savin

We present the Score-based Autoencoder for Multiscale Inference (SAMI), a method for unsupervised representation learning that combines the theoretical frameworks of diffusion mode…