RST: certifying and constructing prescribed information in variational autoencoders

Zegu Zhang, Jianhua Peng, Jian Zhang

Posterior-collapse diagnostics can show that a VAE uses its latent representation, but they do not determine whether a specified information view crosses a representation/readout i…