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分段正则流【英文版】.pdf |
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英文标题:Piecewise Normalizing Flows中文摘要:该研究介绍了分段归一化流,将目标分布划分为具有更好匹配标准正态基本分布拓扑结构的群集,并训练一系列流来建模复杂的多模式目标。英文摘要:Normalizing flows are an established approach for modelling complexprobability densities through invertible transformations from a basedistribution. However, the accuracy with which the target distribution can becaptured by the normalizing flow is strongly influenced by the topology of thebase distribution. A mismatch between the topology of the target and the basecan result in a poor performa
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