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Abstract: With the rapid development of diffusion models, methods such as personalized fine-tuning and ControlNet have emerged to enable image generation that closely matches a user’s mental image, ...

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00:00:01 In this video I am going to show you what is ControlNet and how to use it. 00:00:06 ControlNet is a neural network structure to control diffusion models by adding extra conditions.

task-specific conditions in an end-to-end way, and the learning is robust even when the training dataset is small ( 50k). Moreover, training a ControlNet is as fast as fine-tuning a diffusion model, ...

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