A Datasets A.1 Shapes3d Shapes3d is a dataset (see Burgess and Kim (2018) and the Tensorflow Datasets package) consisting

The obverter dataset (Bogin et al. (2018)) is available at the following address: Each dense layer in the receiver has 64 neurons. The same set of hyperparameters was used for all the experiments. The hyperparameters were chosen on the original obverter dataset available at the repository referenced in Appendix A.2. In the Straight-Through mode (see Jang et al. (2016)), The above implementation of noise is not the only one possible. Each experiment was run on 100 seeds.