Benchmarking Deep Inverse Models over time, and the Neural-Adjoint method.
Simiao RenWillie PadillaJordan M. MalofPublished in: NeurIPS (2020)
Keyphrases
- significant improvement
- cost function
- experimental evaluation
- high accuracy
- prior knowledge
- monte carlo simulation
- probabilistic model
- high precision
- mathematical model
- detection method
- machine learning methods
- linear regression
- artificial neural networks
- preprocessing
- data sets
- prediction model
- bayesian framework
- linear model
- learned models
- classification method
- clustering method
- unsupervised learning
- least squares
- classification accuracy
- hidden markov models
- objective function
- similarity measure