BriefGPT.xyz
Jun, 2020
神经流形常微分方程
Neural Manifold Ordinary Differential Equations
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Aaron Lou, Derek Lim, Isay Katsman, Leo Huang, Qingxuan Jiang...
TL;DR
本文提出了一种称为神经流动流形的新型生成模型，可以更好地适应数据几何，增加了模型的通用性和表达能力并提高了密度估计和下游任务的效果。
Abstract
To better conform to data geometry, recent
deep generative modelling
techniques adapt Euclidean constructions to non-Euclidean spaces. In this paper, we study
normalizing flows
on
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