Reducing Noise in GAN Training with Variance Reduced Extragradient.
Tatjana ChavdarovaGauthier GidelFrançois FleuretSimon Lacoste-JulienPublished in: NeurIPS (2019)
Keyphrases
- significantly reduced
- noise sensitivity
- noise variance
- training set
- random noise
- noisy data
- signal to noise ratio
- standard deviation
- training and testing data
- noise reduction
- noise level
- noise model
- training process
- estimation error
- low variance
- missing data
- online learning
- training phase
- train a neural network
- image noise
- convex concave
- variance reduction
- median filter
- additive noise
- intra class
- gaussian noise
- neural network
- training algorithm
- correlation coefficient
- covariance matrix
- test set
- genetic algorithm