DynamicVAE: Decoupling Reconstruction Error and Disentangled Representation Learning

Huajie Shao, Haohong Lin, Qinmin Yang +3

This paper challenges the common assumption that the weight $\beta$, in $\beta$-VAE, should be larger than $1$ in order to effectively disentangle latent factors. We demonstrate that $\beta$-V…