most citedPosterior Collapse as a Phase Transition in Variational Autoencoders

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cs.LG2025★ 1 cited

Posterior Collapse as a Phase Transition in Variational Autoencoders

Zhen Li, Fan Zhang, Zheng Zhang +1

We investigate the phenomenon of posterior collapse in variational autoencoders (VAEs) from the perspective of statistical physics, and reveal that it constitutes a phase transitio…