Before revision:  The latent variables acquired with Full Encoder is  stable and robust, as they always learn the same representation regardless  the network initial states.
After revision:  The latent variables acquired with Full Encoder is also a latent variable predictive model that the latent variables acquired are stable and robust, as they always learn the same representation regardless the network initial states.