Watch your Up-Convolution: CNN Based Generative Deep Neural Networks are Failing to Reproduce Spectral Distributions.
Ricard DurallMargret KeuperJanis KeuperPublished in: CoRR (2020)
Keyphrases
- neural network
- cellular neural networks
- heavy tailed distributions
- generative model
- artificial neural networks
- fuzzy logic
- back propagation
- image processing
- neural nets
- neural network model
- probability distribution
- random variables
- pattern recognition
- convolutional neural network
- spectral analysis
- multi layer
- heavy tailed
- feed forward
- power law
- kullback leibler divergence
- data driven
- unsupervised learning
- multilayer perceptron
- associative memory
- semi supervised
- hyperspectral
- discriminative learning
- deep learning
- self organizing maps
- hyperspectral imagery
- fault diagnosis