Latent traversal replication using the 2D shapes VAE architecture from A.2 Table 1 of beta-VAE by Higgins et al. (https://openreview.net/references/pdf?id=Sy2fzU9gl).
Results after 40 epochs:
Note that this code is older, and has not been updated to the tf.Dataset API.
Attempt at reproducing the Figure 3 (top left) of Understanding disentangling in