The HAQAE model performs comparable or better than the NOHIER model despite (in this case at least) having fewer parameters 4 .
similar to VQ-VAEs, we parameterize the individual factors of the posterior, q i (z i = k|pr(z i ), x), as: is an encoding function specific to latent z i and e ij is the jth value em-beddings for z i .