Limitations of Deep Learning for Inverse Problems on Digital Hardware.
Holger BocheAdalbert FonoGitta KutyniokPublished 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