Discriminator input

[anantzoid]

In the paper, it's mentioned that the input of discriminator is either joint pairs of q(x~,z) or p(x,z^). However, in the code, it seems (z,z^) and (x,x~) are concatenated and being sent as input to z_discriminator and x_discriminator respectively.

There seems to be a discrepancy here. Please let me know if I'm missing something.

Thanks.

[edgarriba]

@anantzoid it's then split in https://github.com/IshmaelBelghazi/ALI/blob/master/ali/bricks.py#L50-L51
but yes, overall to me the theano code differs a bit from the described algorithm in the paper