Exchangeable Neural ODE for Set Modeling

Reasoning over an instance composed of a set of vectors, like a point cloud, requires that one accounts for intra-set dependent features among elements. However, since such instances are unordered, the elements' features should remain unchanged when the input's order is permuted. This prop...

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Veröffentlicht in:	arXiv.org 2020-08
Hauptverfasser:	Yang, Li, Yi, Haidong, Bender, Christopher M, Shan, Siyuan, Oliva, Junier B
Format:	Artikel
Sprache:	eng
Schlagworte:	Differential equations Modelling Ordinary differential equations Permutations Three dimensional models
Online-Zugang:	Volltext
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