Limitations of Deep Learning for Inverse Problems on Digital Hardware.

Holger Boche Adalbert Fono Gitta Kutyniok

Published in: IEEE Trans. Inf. Theory (2023)

Keyphrases

deep learning
inverse problems
global optimization
image reconstruction
convex optimization

machine learning
unsupervised learning
optimization methods
optimization problems
partial differential equations

early vision
mental models
weakly supervised
image processing
smoothness constraint

computationally expensive
image denoising
super resolution
semi supervised
video sequences