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Question about TCD(1) #20

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zjhJOJO opened this issue Oct 14, 2024 · 1 comment
Open

Question about TCD(1) #20

zjhJOJO opened this issue Oct 14, 2024 · 1 comment

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@zjhJOJO
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zjhJOJO commented Oct 14, 2024

Thank you for sharing your code. I have a question regarding a particular aspect that I found a bit confusing.
In the DPM-solver paper, the authors demonstrate that DPM-solver(1) is identical to DDIM. However, in your manuscript, you mainly employ DPM-solver(1) to reparameterize the consistency function in CM and LCM (which is parameterized by DDIM), leading to an improvement in few-step generation. I am having trouble understanding how this is achieved.
Could you kindly provide some clarification on this point? I would greatly appreciate your insight.

@mhh0318
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mhh0318 commented Oct 17, 2024

in our paper we reparameter the prediction to a smaller step instead of origin, which also enable a better TCD sampler to avoid large stochastic and discretization.

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