Images Similar to text recovery, to find the missing images we use conditional GAN structure.
we combine the BE-GAN (Berthelot et al., 2017) structure with pix2pix-GAN (Isola et al., 2017) model to generate high-quality images, conditioning the generator on the entity embeddings in the knowledge base representation.