Spectral Analysis of Latent Representations

Justin Shenk, Mats L. Richter, Anders Arpteg +1

We propose a metric, Layer Saturation, defined as the proportion of the number of eigenvalues needed to explain 99% of the variance of the latent representations, for analyzing the…