A Testable Certificate for Constant Collapse in Teacher-Guided VAEs

arXiv:2605.05813v1 Announce Type: cross Abstract: Posterior collapse in variational autoencoders is often diagnosed by its symptoms: a small KL term, a strong decoder, or weak use of the latent code. These signals are useful, but they do not define a collapse boundary. We study a concrete failure...