Auditing conditional style leakage in factorized generative models shows marginal matching does not guarantee independence between style and class information
Read the original at arxiv.org→arXiv:2608.05243v1 Announce Type: new Abstract: Factorized generative models commonly regularize a latent style variable z_s by matching its marginal distribution to a fixed Gaussian prior and interpret this as...
Original headline: "Marginal Matching Does Not License Factorized Sampling: Auditing Conditional Style Leakage in Factorized Generative Models"
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- Aug 7, 04:00 UTC arXiv cs.LG lead source Marginal Matching Does Not License Factorized Sampling: Auditing Conditional Style Leakage in Factorized Generative Models