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What is: BigBiGAN?

SourceLarge Scale Adversarial Representation Learning
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

BigBiGAN is a type of BiGAN with a BigGAN image generator. The authors initially used ResNet as a baseline for the encoder E\mathcal{E} followed by a 4-layer MLP with skip connections, but they experimented with RevNets and found they outperformed with increased network width, so opted for this type of encoder for the final architecture.