Latent Point Collapse on a Low Dimensional Embedding in Deep Neural Network Classifiers

Luigi Sbailò, Luca Ghiringhelli

The configuration of latent representations plays a critical role in determining the performance of deep neural network classifiers. In particular, the emergence of well-separated…