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Test implementation of PixelCNN and other causal-convolution networks

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Experimental implementations of neural networks using causal-convolutions. All the neural network is built upon Gluon API of Apache MXNet.

Implementations

  1. Gated PixelCNN
  2. Conditional PixelCNN
  3. Dilated Convolution

ToDo

  • Caching hidden layers for fast generation
  • Logistic Mixture
  • VQ-VAE
  • WaveNet

References

  • A. van den Oord, et.al. "Conditional Image Generation with PixelCNN Decoders" NIPS2016

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Test implementation of PixelCNN and other causal-convolution networks

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