Freeze Discriminator: A Simple Baseline for Fine-tuning GANs

Mo Sangwoo
Mo Sangwoo
Cited by: 1|Views23

Abstract:

Generative adversarial networks (GANs) have shown outstanding performance on a broad range of computer vision problems, but often require enormous training data and computational resources. Several works propose a transfer learning scheme to handle this issue, but they are prone to overfitting or too restrictive to learn the distributio...More

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