Inducing Neural Collapse to a Fixed Hierarchy-Aware Frame for Reducing Mistake Severity

Tong Liang, Jim Davis

There is a recently discovered and intriguing phenomenon called Neural Collapse: at the terminal phase of training a deep neural network for classification, the within-class penult…