Entropy-Based Characterisation of the Polarised Regime in Latent Variable Models

Peter Clapham, Lisa Bonheme, Marek Grzes

Variational Autoencoders (VAEs) often exhibit a polarised regime in which latent variables separate into active, passive, and mixed subsets. Existing criteria for identifying activ…