Ambiguity in solving imaging inverse problems with deep learning based operators.
Davide EvangelistaElena MorottiElena Loli PiccolominiJames G. NagyPublished in: CoRR (2023)
Keyphrases
- deep learning
- inverse problems
- image reconstruction
- global optimization
- unsupervised learning
- convex optimization
- image processing
- optimization problems
- early vision
- machine learning
- optimization methods
- partial differential equations
- mental models
- high resolution
- weakly supervised
- feature selection
- objective function
- parameter space
- text classification
- denoising
- object recognition