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Why do you not use pixelCNN for CIFAR experiments? #5

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sverneka opened this issue Dec 4, 2018 · 1 comment
Open

Why do you not use pixelCNN for CIFAR experiments? #5

sverneka opened this issue Dec 4, 2018 · 1 comment

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@sverneka
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sverneka commented Dec 4, 2018

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@kimiyoung
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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.

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