Then, we encoded the training text as well as the translated target text together, in terms of the information theory.
in Figure 3, the latent variables Z depend not only on the correlation between image instances V and image features F, but also the correlation between text features W and image features F. the auxiliary socially-annotated image data can be used to help the target image clustering performance by estimating good set of latent variables Z.