Watch Your Up-Convolution: CNN Based Generative Deep Neural Networks Are Failing to Reproduce Spectral Distributions.
Ricard DurallMargret KeuperJanis KeuperPublished in: CVPR (2020)
Keyphrases
- neural network
- cellular neural networks
- heavy tailed distributions
- pattern recognition
- fuzzy logic
- convolutional neural network
- generative model
- data driven
- neural network model
- back propagation
- exponential family
- spectral analysis
- artificial neural networks
- hopfield neural network
- image processing
- genetic algorithm
- activation function
- hyperspectral
- self organizing maps
- probability distribution
- multi layer
- multilayer perceptron
- feed forward
- fixed point
- hyperspectral imagery
- heavy tailed
- spectral features
- unsupervised learning
- conjugate priors