Jan 25, 2022 · We provide theoretical proof that the Sphere2Vec encoding preserves the spherical surface distance between any two points. We also developed a ...

Jun 30, 2023 · We propose a multi-scale location encoder called Sphere2Vec which can preserve spherical distances when encoding point coordinates on a spherical surface.

We propose a multi-scale location encoder called Sphere2Vec which can preserve spherical distances when encoding point coordinates on a spherical surface.

A general-purpose location representation learning over a spherical surface for large-scale geospatial predictions.

Jan 25, 2022 · We provide theoretical proof that the Sphere2Vec encoding preserves the spherical surface distance between any two points. We also developed a ...

We propose a multi-scale location encoder called Sphere2Vec which can preserve spherical distances when encoding point coordinates on a spherical surface.

Jun 30, 2023 · To solve these problems, we propose a multi-scale location en-coder called Sphere2Vec which can preserve spherical distances when encoding point ...

To solve this problem, we propose a multi-scale location encoding model called Sphere2V ec which directly encodes point coordinates on a spherical surface while ...

Jun 30, 2023 · This work proposes a multi-scale location encoder called Sphere2Vec which can preserve spherical distances when encoding point coordinates ...

Jan 28, 2022 · We introduceSphere2Vec, a location encoder, which can directly encode spherical coordinates while preserving spherical distances.