Diffusion Models

Simple and Fast Distillation of Diffusion Models
Diffusion-based generative models have demonstrated their powerful performance across various tasks, but this comes at a cost of the …
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On the Trajectory Regularity of ODE-based Diffusion Sampling
Diffusion-based generative models use stochastic differential equations (SDEs) and their equivalent ordinary differential equations …
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Fast Ode-based Sampling for Diffusion Models in Around 5 Steps
Sampling from diffusion models can be treated as solving the corresponding ordinary differential equations (ODEs), with the aim of …
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