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clab / dynet

DyNet: The Dynamic Neural Network Toolkit
Apache License 2.0
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"Competitive Example" (7): GAN-related #1291

Open neubig opened 6 years ago

neubig commented 6 years ago

Part of: https://github.com/clab/dynet/issues/1284

It'd be nice to have a competitive GAN example. One example is the PyTorch DCGAN:

https://github.com/pytorch/examples/tree/master/dcgan

We might also consider a GAN for text example, such as something related to style transfer.

pengwu22 commented 6 years ago

just a memo:

a conv_2d_tranpose (i.e. deconv_2d) is needed in DyNet to build a dcgan example.

gpengzhi commented 6 years ago

I am working on this issue.

pengwu22 commented 6 years ago

@gpengzhi you're building a conv_2d_transpose operator for dynet?

gpengzhi commented 6 years ago

@pw2393 no, I am working on the example instead of the operator.

zhisbug commented 6 years ago

If you want to implement DCGAN, a conv2d_transpose op might be required.