VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution

Jaeill Kim, Suhyun Kang, Duhun Hwang +2

Since the introduction of deep learning, a wide scope of representation properties, such as decorrelation, whitening, disentanglement, rank, isotropy, and mutual information, have…