Comments (7)
This is just the variational lower bound. It's straightforward to derive from Jensen's inequality, see e.g. this document.
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Hi @adityaramesh, thanks for your reply! Sorry that I am still confused how to use Jensen's inequality to derive Eq 1. My attempt is listed as below, but I am blocked at the last step -- do I miss something? Looking forward to your clarification, thanks!
from dall-e.
Hey folks- I was also confused by this, so I wrote up the derivation. I'd appreciate a second check over my math.
from dall-e.
Hi @AaronHeee, I'm also confused about the KL term. In particular, it seems odd that the KL term is under the expectation over z
, as at that point all three variables (x
, y
and z
) are already bound.
from dall-e.
Hey folks- I was also confused by this, so I wrote up the derivation. I'd appreciate a second check over my math.
Thanks for your sharing. But I'm confused about the exact form of distribution
from dall-e.
I have been looking into this equation for sometime. I wrote my thoughts in the attached main.pdf. I believe we need to convert a single-variable distribution
from dall-e.
there is a assumption that
from dall-e.
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