Neural networks learn to magnify areas near decision boundaries

1 code implementation • 26 Jan 2023 • Jacob A. Zavatone-Veth, Sheng Yang, Julian A. Rubinfien, Cengiz Pehlevan

This holds in deep networks trained on high-dimensional image classification tasks, and even in self-supervised representation learning.

Image Classification Representation Learning