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cs.AI2023
The Hidden Linear Structure in Score-Based Models and its Application
Binxu Wang, John J. Vastola
Score-based models have achieved remarkable results in the generative modeling of many domains. By learning the gradient of smoothed data distribution, they can iteratively generat…
cs.CV2023★ 1 cited
Diffusion Models Generate Images Like Painters: an Analytical Theory of Outline First, Details Later
Binxu Wang, John J. Vastola
How do diffusion generative models convert pure noise into meaningful images? In a variety of pretrained diffusion models (including conditional latent space models like Stable Dif…