On Characterizing the Evolution of Embedding Space of Neural Networks using Algebraic Topology

1 code implementation • 8 Nov 2023 • Suryaka Suresh, Bishshoy Das, Vinayak Abrol, Sumantra Dutta Roy

We study how the topology of feature embedding space changes as it passes through the layers of a well-trained deep neural network (DNN) through Betti numbers.

Representation Learning Transfer Learning