MarginGAN: Adversarial Training in Semi-Supervised Learning

Jinhao Dong, Tong Lin

Neural Information Processing Systems 

The newfeature isthattheclassifier attempts toincrease themarginofrealexamples and to decrease the margin of fake examples.

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