MoDL: Model-Based Deep Learning Architecture for Inverse Problems.
Hemant Kumar AggarwalMerry P. ManiMathews JacobPublished in: IEEE Trans. Medical Imaging (2019)
Keyphrases
- deep learning
- inverse problems
- image reconstruction
- global optimization
- bayes optimal
- optimization problems
- unsupervised learning
- convex optimization
- discretization method
- machine learning
- partial differential equations
- optimization methods
- mental models
- particle swarm optimization
- evolutionary algorithm
- computationally expensive
- weakly supervised
- pattern recognition
- training data
- genetic algorithm