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Visual Learning and Recognition: Difference between revisions
Visual Learning and Recognition (view source)
Revision as of 23:51, 3 December 2020
, 3 December 2020→Variational Auto-encoders (VAEs)
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\implies &\log P(x) \geq E_{z \sim Q(z|x)}[\log P(x|z)] - D_{KL}[Q(z|x) \Vert P(z)] | \implies &\log P(x) \geq E_{z \sim Q(z|x)}[\log P(x|z)] - D_{KL}[Q(z|x) \Vert P(z)] | ||
\end{aligned} | \end{aligned} | ||
</math> | </math> | ||
This is known as variational lower bound or ''ELBO''. | This is known as variational lower bound or ''ELBO''. | ||