ENTITY
\beta-VAEs
\beta-VAEs
PulseAugur coverage of \beta-VAEs — every cluster mentioning \beta-VAEs across labs, papers, and developer communities, ranked by signal.
Total · 30d
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2 over 90d
Releases · 30d
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0 over 90d
Papers · 30d
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2 over 90d
TIER MIX · 90D
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RECENT · PAGE 1/1 · 2 TOTAL
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Posterior collapse in Beta-VAEs acts as automatic spectral pruning
Researchers have demonstrated that posterior collapse in $\beta$-Variational Autoencoders (VAEs) functions as an automatic spectral pruning mechanism. This process occurs when a latent mode's contribution to reconstruct…
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New entropy-based method identifies polarized regimes in VAEs
Researchers have developed a new information-theoretic method to identify a polarized regime in latent variable models, specifically Variational Autoencoders (VAEs). This new criterion, based on the entropy of the mean …