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Why do you not use pixelCNN for CIFAR experiments?

Open sverneka opened this issue 6 years ago • 1 comments

sverneka avatar Dec 04 '18 07:12 sverneka

Because we did not find it necessary in terms of performance. The reason is as follows: PixelCNN is used in our framework to prevent generating on-manifold samples, but it is hard to generate examples that are "too realistic" on CIFAR-10. Empirically, we did not see substantial gains using PixelCNNs.

kimiyoung avatar Dec 04 '18 19:12 kimiyoung