A Flow Artist for High-Dimensional Cellular Data

We consider the problem of embedding point cloud data sampled from an underlying manifold with an associated flow or velocity. Such data arises in many contexts where static snapshots of dynamic entities are measured, including in high-throughput biology such as single-cell transcriptomics. Existing...

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Veröffentlicht in:	arXiv.org 2023-07
Hauptverfasser:	Kincaid MacDonald, Bhaskar, Dhananjay, Thampakkul, Guy, Nguyen, Nhi, Zhang, Joia, Perlmutter, Michael, Adelstein, Ian, Krishnaswamy, Smita
Format:	Artikel
Sprache:	eng
Schlagworte:	Embedding Fields (mathematics) Neural networks
Online-Zugang:	Volltext
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