Adaptive Discriminator Augmentation (ADA)

2 Posts

GANs for Smaller Data: Training GANs on small data without overfitting
Adaptive Discriminator Augmentation (ADA)

GANs for Smaller Data: Training GANs on small data without overfitting

Trained on a small dataset, generative adversarial networks (GANs) tend to generate either replicas of the training data or noisy output. A new method spurs them to produce satisfying variations.

October 14, 20202 min read
GANs for Smaller Data: Training GANs on small data without overfitting
Adaptive Discriminator Augmentation (ADA)

GANs for Smaller Data: Training GANs on small data without overfitting

Trained on a small dataset, generative adversarial networks (GANs) tend to generate either replicas of the training data or noisy output. A new method spurs them to produce satisfying variations.

October 14, 20202 min read

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