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ziqihuangg / Collaborative-Diffusion

[CVPR 2023] Collaborative Diffusion
https://ziqihuangg.github.io/projects/collaborative-diffusion.html
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Questions about differences between Multi-ControlNet #22

Closed itsnickchiu closed 11 months ago

itsnickchiu commented 1 year ago

Hi, thanks for your excellent work! I understand that ControlNet was released after the CVPR 2023 deadline, but I'm curious about the differences between your work and Multi-ControlNet and any additional advantages in your work. It appears that Multi-ControlNet can also handle multi-modal generation.

diamond0910 commented 11 months ago

I think they are the same task, but with different methods.

ziqihuangg commented 11 months ago

They are different approaches to the same task. The essence of the "Collaborative Diffusion" framework is how to make several pre-trained diffusion models "collaborate" together at inference time, and we use multi-modal-driven generation as an illustration.