Comparing the deterministic and stochastic encoders in WAE, we observe the same trade-off between reconstruction and sampling.
our proposed stochastic encoder, with λ KL = 0.1 for WAE, consistently outperforms VAE in the contradictory metrics BLEU and PPL.