How deep convolutional neural networks lose spatial information with training

UM Tomasini, L Petrini, F Cagnetta… - … Learning: Science and …, 2023 - iopscience.iop.org
A central question of machine learning is how deep nets manage to learn tasks in high
dimensions. An appealing hypothesis is that they achieve this feat by building a …