Function Space and Critical Points of Linear Convolutional Networks.

Kathlén Kohn Guido Montúfar Vahid Shahverdi Matthew Trager

Published in: SIAM J. Appl. Algebra Geom. (2024)

Keyphrases

critical points
scale space
vector field
morse theory
saddle points
piecewise linear
feature points
gaussian scale space
low dimensional
deep structure
higher dimensional
nonlinear functions
dual space
image sequences
endpoints
machine learning
neural network
feature vectors
multiscale
linear programming
input image