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Deep Learning Approximation of Diffeomorphisms via Linear-Control
  Systems

Deep Learning Approximation of Diffeomorphisms via Linear-Control Systems

24 October 2021
A. Scagliotti
ArXivPDFHTML

Papers citing "Deep Learning Approximation of Diffeomorphisms via Linear-Control Systems"

3 / 3 papers shown
Title
Interplay between depth and width for interpolation in neural ODEs
Interplay between depth and width for interpolation in neural ODEs
Antonio Álvarez-López
Arselane Hadj Slimane
Enrique Zuazua
28
7
0
18 Jan 2024
Normalizing flows as approximations of optimal transport maps via
  linear-control neural ODEs
Normalizing flows as approximations of optimal transport maps via linear-control neural ODEs
A. Scagliotti
Sara Farinelli
35
3
0
02 Nov 2023
From NeurODEs to AutoencODEs: a mean-field control framework for
  width-varying Neural Networks
From NeurODEs to AutoencODEs: a mean-field control framework for width-varying Neural Networks
Cristina Cipriani
M. Fornasier
Alessandro Scagliotti
AI4CE
11
5
0
05 Jul 2023
1