Reducing Noise in GAN Training with Variance Reduced Extragradient.
Tatjana ChavdarovaGauthier GidelFrançois FleuretSimon Lacoste-JulienPublished in: CoRR (2019)
Keyphrases
- noise sensitivity
- noise variance
- random noise
- training and testing data
- significantly reduced
- training set
- image noise
- gaussian noise
- training process
- bias variance
- low variance
- noise model
- noise level
- standard deviation
- noise reduction
- noisy data
- test set
- training data
- image processing
- e learning
- training algorithm
- signal to noise ratio
- structured prediction
- edge detection
- variance reduction
- denoising
- supervised learning
- objective function
- convex concave