Parallel Session [T8-11B]

[T8-11B-02] How deep convolutional neural networks lose spatial information with training

*Umberto Maria Tomasini¹, Leonardo Petrini¹, Francesco Cagnetta¹, Matthieu Wyart¹ (1. EPFL)

Keywords:Deep Learning Theory, Curse of Dimensionality, Feature Learning, Learning Invariants, Diffeomorphisms, Image Classification, Gaussian Noise