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Restart Sampling for Improving Generative Processes
The sampling method alternates between adding substantial noise in additional forward steps and strictly following a backward ODE.
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Supplementary Material: Spontaneous Symmetry Breaking in Generative Diffusion Models Gabriel Raya
A.1.1 V ariance Preserving SDE as a potential function We can re-express the widely used V ariance Preserving (VP-SDE) (DDPM): dY
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Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport
However, OT -based methods are susceptible to outliers and face optimization challenges during training.
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