Geodesic Learning With Uniform Interpolation on Data Manifold

Geodesic Learning With Uniform Interpolation on Data Manifold

Recently with the development of deep learning on data representation and generation, how to sampling on a data manifold becomes a crucial problem for research. In this paper, we propose a method to learn a minimizing geodesic within a data manifold. Along the learned geodesic, our method is able to...

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Detaylı Bibliyografya
Asıl Yazarlar: Cong Geng, Jia Wang, Li Chen, Zhiyong Gao
Materyal Türü: Makale
Dil:English
Baskı/Yayın Bilgisi: IEEE 2022-01-01
Seri Bilgileri:IEEE Access
Konular:
Geodesic learning
uniform interpolation
flat embedding
autoencoder
constant-speed
Online Erişim:https://ieeexplore.ieee.org/document/9893107/

Internet

https://ieeexplore.ieee.org/document/9893107/

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