The paper presents a spherical VAE with cluster-aware feasible regions that guarantees non-collapsed solutions by constraining reconstruction loss between within-cluster variance and collapse loss.
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Spherical VAE with Cluster-Aware Feasible Regions: Guaranteed Prevention of Posterior Collapse
The paper presents a spherical VAE with cluster-aware feasible regions that guarantees non-collapsed solutions by constraining reconstruction loss between within-cluster variance and collapse loss.