Reparameterization through Coverings and Topological Weight Priors
arXiv:2604.23804v1 Announce Type: new
Abstract: We generalise the reparameterization trick applied in variational autoencoders (VAEs) letting these have latent spaces of non-trivial topology – i.e. that of base manifolds covered with other ones, on wh…