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Questions about Eq. 13 #13

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ArlenCHEN opened this issue Sep 21, 2023 · 0 comments
Open

Questions about Eq. 13 #13

ArlenCHEN opened this issue Sep 21, 2023 · 0 comments

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@ArlenCHEN
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Dear authors,

Thanks for the brilliant work!

I still have some confusion about the Eq. 13, although I have read discussions in previous issues.

You mentioned in the suppplementary that:
image

First, can you give more explanation on why the equation holds? I fail to get why the magic happens.

Second, assume it holds, does it mean the below?
CodeCogsEqn (46)

I wonder if the above eq makes any sense? Because the reason we need a neural net in diffusion is we don't know the $q(\mathbf{x}_{t-1}|\mathbf{x}_t)$. Now we are saying that the forward transition and the reverse transition are the same?

I would appreciate it very much if you could give more hints on those questions. Thanks a lot!

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