BriefGPT.xyz
Jun, 2023
通过并行得分匹配实现扩散模型的更快训练和改进密度估计
Faster Training of Diffusion Models and Improved Density Estimation via Parallel Score Matching
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Etrit Haxholli, Marco Lorenzi
TL;DR
本文提出一种基于独立神经网络的时间划分模型来快速提高DPMs训练速度和提升密度估计性能。
Abstract
In
diffusion probabilistic models
(DPMs), the task of modeling the score evolution via a single time-dependent
neural network
necessitates extended
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