A spectral regularization penalty on the discriminator's singular value distribution prevents mode collapse in GANs and improves Inception Score and FID over spectral normalization in the tested settings.
Improved training of wasser- stein gans,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2019 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Spectral Regularization for Combating Mode Collapse in GANs
A spectral regularization penalty on the discriminator's singular value distribution prevents mode collapse in GANs and improves Inception Score and FID over spectral normalization in the tested settings.