liming-ai / ControlNet_Plus_Plus

Official PyTorch implementation of ECCV 2024 Paper: ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback.
https://liming-ai.github.io/ControlNet_Plus_Plus
Apache License 2.0
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about equation7 #8

Closed BJQ123456 closed 3 months ago

BJQ123456 commented 4 months ago

Great work! I would like to ask why the input for the predicted noise in Equation 7 is ๐‘กโˆ’1 instead of ๐‘ก ? Looking forward to your response, thank you.

liming-ai commented 4 months ago

Great work! I would like to ask why the input for the predicted noise in Equation 7 is ๐‘กโˆ’1 instead of ๐‘ก ? Looking forward to your response, thank you.

Thanks for the question. I believe this is a mistake in our paper, and it should be $t$ instead of $t-1$ like you said. The correct formulation should be: $x_0 \approx x_0^{\prime}=\frac{x_t^{\prime}-\sqrt{1-\alphat} \epsilon\theta\left(x_t^{\prime}, c_v, c_t, t\right)}{\sqrt{\alpha_t}}$

We will correct this mistake in the following version. Sorry for the misunderstanding and thanks again for your question.