Limitations of CNNs for Approximating the Ideal Observer Despite Quantity of Training Data or Depth of Network.
Khalid OmerLuca CaucciMeredith K. KupinskiPublished in: Computational Imaging (2021)
Keyphrases
- training data
- network model
- decision trees
- training set
- prior knowledge
- depth map
- network resources
- network structure
- data sets
- training examples
- test set
- cellular neural networks
- test data
- wireless sensor networks
- computer networks
- community structure
- network topologies
- supervised learning
- high quality
- classification models
- depth information
- communication networks
- network traffic
- complex networks
- classification accuracy
- support vector machine
- peer to peer