The same network architectures as VDSH and NASH are used in our experiments to admit a fair comparison.
a two-layer feed-forward neural network with 500 hidden units and ReLU activation function is employed as the encoder and the extra classifier in the supervised case, while the decoder is the same as that stated in (2).