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7 results for CGD

New approach stabilizes GANs by leveraging implicit competitive regularization.

problem Stability issues in GAN training due to discriminator's exploitation of generator errors.
method Competitive Gradient Descent (CGD) for opponent-aware modeling of generator and discriminator.
result Significant improvement in GAN training stability without explicit regularization.

The present paper considers if the new proposed conformal geometrodynamics (CGD) can extend the Nature features compared with general theory of relativity (GTR). The answer for this question can be connected with unique phenomenon arising from Riemann space transition used in GTR, to Weyl space used in CGD. We have in …

2010-02-14abs ↗pdf ↗